StableLM-DPO-Backtranslations / trainer_state.json
JayanthB's picture
Init DPO on backtranslation dataset
329e660
{
"best_metric": 0.38143062591552734,
"best_model_checkpoint": "./models/checkpoint-405",
"epoch": 1.8,
"eval_steps": 45,
"global_step": 405,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0044444444444444444,
"grad_norm": 3.2011494636535645,
"learning_rate": 2.173913043478261e-06,
"logits/chosen": 1.6946959495544434,
"logits/rejected": 1.7046217918395996,
"logps/chosen": -123.91139221191406,
"logps/rejected": -152.06222534179688,
"loss": 0.5724,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.14388123154640198,
"rewards/margins": 0.2681159973144531,
"rewards/rejected": -0.12423478066921234,
"step": 1
},
{
"epoch": 0.008888888888888889,
"grad_norm": 2.7101495265960693,
"learning_rate": 4.347826086956522e-06,
"logits/chosen": 2.161226749420166,
"logits/rejected": 2.1654703617095947,
"logps/chosen": -257.9621276855469,
"logps/rejected": -336.0558776855469,
"loss": 0.6413,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.051631927490234375,
"rewards/margins": 0.10870284587144852,
"rewards/rejected": -0.05707092583179474,
"step": 2
},
{
"epoch": 0.013333333333333334,
"grad_norm": 2.1376404762268066,
"learning_rate": 6.521739130434783e-06,
"logits/chosen": 1.9573543071746826,
"logits/rejected": 1.8775691986083984,
"logps/chosen": -253.7610626220703,
"logps/rejected": -210.71412658691406,
"loss": 0.527,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.1437244415283203,
"rewards/margins": 0.37279435992240906,
"rewards/rejected": -0.22906990349292755,
"step": 3
},
{
"epoch": 0.017777777777777778,
"grad_norm": 2.6771838665008545,
"learning_rate": 8.695652173913044e-06,
"logits/chosen": 2.2943520545959473,
"logits/rejected": 2.242229461669922,
"logps/chosen": -384.8254089355469,
"logps/rejected": -270.86602783203125,
"loss": 0.5007,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.3624267578125,
"rewards/margins": 0.435385137796402,
"rewards/rejected": -0.07295837253332138,
"step": 4
},
{
"epoch": 0.022222222222222223,
"grad_norm": 3.228928565979004,
"learning_rate": 1.0869565217391305e-05,
"logits/chosen": 2.2134103775024414,
"logits/rejected": 2.145387887954712,
"logps/chosen": -316.5057373046875,
"logps/rejected": -360.7799377441406,
"loss": 0.6288,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.0028488151729106903,
"rewards/margins": 0.1330413818359375,
"rewards/rejected": -0.1301925629377365,
"step": 5
},
{
"epoch": 0.02666666666666667,
"grad_norm": 3.082205057144165,
"learning_rate": 1.3043478260869566e-05,
"logits/chosen": 2.1260976791381836,
"logits/rejected": 2.1222031116485596,
"logps/chosen": -358.46337890625,
"logps/rejected": -424.693359375,
"loss": 0.5927,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.11278533935546875,
"rewards/margins": 0.21288147568702698,
"rewards/rejected": -0.10009613633155823,
"step": 6
},
{
"epoch": 0.03111111111111111,
"grad_norm": 3.3314132690429688,
"learning_rate": 1.5217391304347828e-05,
"logits/chosen": 2.2984189987182617,
"logits/rejected": 2.247058391571045,
"logps/chosen": -534.6464233398438,
"logps/rejected": -502.7433776855469,
"loss": 0.5904,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.02135010063648224,
"rewards/margins": 0.21751099824905396,
"rewards/rejected": -0.19616088271141052,
"step": 7
},
{
"epoch": 0.035555555555555556,
"grad_norm": 3.316230058670044,
"learning_rate": 1.739130434782609e-05,
"logits/chosen": 2.123837947845459,
"logits/rejected": 2.181354284286499,
"logps/chosen": -245.4013671875,
"logps/rejected": -403.6361083984375,
"loss": 0.6805,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.11298942565917969,
"rewards/margins": 0.027771372348070145,
"rewards/rejected": 0.08521804958581924,
"step": 8
},
{
"epoch": 0.04,
"grad_norm": 2.0176970958709717,
"learning_rate": 1.956521739130435e-05,
"logits/chosen": 1.7723705768585205,
"logits/rejected": 1.846294641494751,
"logps/chosen": -183.6702423095703,
"logps/rejected": -227.79495239257812,
"loss": 0.7198,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.1414192169904709,
"rewards/margins": -0.05180053412914276,
"rewards/rejected": -0.08961868286132812,
"step": 9
},
{
"epoch": 0.044444444444444446,
"grad_norm": 2.7427902221679688,
"learning_rate": 2.173913043478261e-05,
"logits/chosen": 2.143216848373413,
"logits/rejected": 2.135941982269287,
"logps/chosen": -362.2386169433594,
"logps/rejected": -326.8141174316406,
"loss": 0.6138,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.03693237528204918,
"rewards/margins": 0.16980285942554474,
"rewards/rejected": -0.13287048041820526,
"step": 10
},
{
"epoch": 0.04888888888888889,
"grad_norm": 2.896284580230713,
"learning_rate": 2.391304347826087e-05,
"logits/chosen": 2.1498055458068848,
"logits/rejected": 2.200744152069092,
"logps/chosen": -248.22348022460938,
"logps/rejected": -351.1915283203125,
"loss": 0.6633,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.033481597900390625,
"rewards/margins": 0.09698867797851562,
"rewards/rejected": -0.13047027587890625,
"step": 11
},
{
"epoch": 0.05333333333333334,
"grad_norm": 3.3868470191955566,
"learning_rate": 2.608695652173913e-05,
"logits/chosen": 2.2540273666381836,
"logits/rejected": 2.0217299461364746,
"logps/chosen": -290.06707763671875,
"logps/rejected": -291.1870422363281,
"loss": 0.6204,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.057250212877988815,
"rewards/margins": 0.15169525146484375,
"rewards/rejected": -0.20894546806812286,
"step": 12
},
{
"epoch": 0.057777777777777775,
"grad_norm": 2.541471004486084,
"learning_rate": 2.826086956521739e-05,
"logits/chosen": 2.0605201721191406,
"logits/rejected": 1.9781224727630615,
"logps/chosen": -280.5556335449219,
"logps/rejected": -206.835693359375,
"loss": 0.6807,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.02671203762292862,
"rewards/margins": 0.0282897986471653,
"rewards/rejected": -0.001577761024236679,
"step": 13
},
{
"epoch": 0.06222222222222222,
"grad_norm": 3.5865259170532227,
"learning_rate": 3.0434782608695656e-05,
"logits/chosen": 2.4662587642669678,
"logits/rejected": 2.4787802696228027,
"logps/chosen": -318.6181945800781,
"logps/rejected": -371.00048828125,
"loss": 0.7615,
"rewards/accuracies": 0.0,
"rewards/chosen": -0.21838226914405823,
"rewards/margins": -0.1308029294013977,
"rewards/rejected": -0.08757934719324112,
"step": 14
},
{
"epoch": 0.06666666666666667,
"grad_norm": 1.8042571544647217,
"learning_rate": 3.260869565217392e-05,
"logits/chosen": 1.8834528923034668,
"logits/rejected": 1.8412845134735107,
"logps/chosen": -160.182861328125,
"logps/rejected": -134.62167358398438,
"loss": 0.6405,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.048540499061346054,
"rewards/margins": 0.10904045403003693,
"rewards/rejected": -0.15758095681667328,
"step": 15
},
{
"epoch": 0.07111111111111111,
"grad_norm": 3.6051087379455566,
"learning_rate": 3.478260869565218e-05,
"logits/chosen": 2.4191336631774902,
"logits/rejected": 2.4424967765808105,
"logps/chosen": -330.76373291015625,
"logps/rejected": -360.3594970703125,
"loss": 0.7277,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.3086807429790497,
"rewards/margins": -0.06518251448869705,
"rewards/rejected": -0.24349823594093323,
"step": 16
},
{
"epoch": 0.07555555555555556,
"grad_norm": 2.667231321334839,
"learning_rate": 3.695652173913043e-05,
"logits/chosen": 2.087791919708252,
"logits/rejected": 2.067237615585327,
"logps/chosen": -260.45025634765625,
"logps/rejected": -310.5743713378906,
"loss": 0.6497,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.17707443237304688,
"rewards/margins": 0.09263762831687927,
"rewards/rejected": -0.26971206068992615,
"step": 17
},
{
"epoch": 0.08,
"grad_norm": 2.471524477005005,
"learning_rate": 3.91304347826087e-05,
"logits/chosen": 1.9968055486679077,
"logits/rejected": 1.9818394184112549,
"logps/chosen": -148.7676239013672,
"logps/rejected": -160.41592407226562,
"loss": 0.6841,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.12331848591566086,
"rewards/margins": 0.021195977926254272,
"rewards/rejected": -0.14451447129249573,
"step": 18
},
{
"epoch": 0.08444444444444445,
"grad_norm": 3.896228790283203,
"learning_rate": 4.130434782608696e-05,
"logits/chosen": 2.1896002292633057,
"logits/rejected": 2.2027523517608643,
"logps/chosen": -280.221923828125,
"logps/rejected": -345.39849853515625,
"loss": 0.6961,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.23584365844726562,
"rewards/margins": -0.005173489451408386,
"rewards/rejected": -0.23067016899585724,
"step": 19
},
{
"epoch": 0.08888888888888889,
"grad_norm": 2.9211912155151367,
"learning_rate": 4.347826086956522e-05,
"logits/chosen": 1.9726223945617676,
"logits/rejected": 1.9995529651641846,
"logps/chosen": -223.56761169433594,
"logps/rejected": -288.2007141113281,
"loss": 0.6075,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.14491653442382812,
"rewards/margins": 0.18477173149585724,
"rewards/rejected": -0.32968828082084656,
"step": 20
},
{
"epoch": 0.09333333333333334,
"grad_norm": 3.5073137283325195,
"learning_rate": 4.565217391304348e-05,
"logits/chosen": 2.084686517715454,
"logits/rejected": 2.1801323890686035,
"logps/chosen": -302.4353332519531,
"logps/rejected": -421.34222412109375,
"loss": 0.6006,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.2602279782295227,
"rewards/margins": 0.19529570639133453,
"rewards/rejected": -0.45552366971969604,
"step": 21
},
{
"epoch": 0.09777777777777778,
"grad_norm": 4.747559070587158,
"learning_rate": 4.782608695652174e-05,
"logits/chosen": 2.384913682937622,
"logits/rejected": 2.304309368133545,
"logps/chosen": -486.0771484375,
"logps/rejected": -395.3549499511719,
"loss": 0.7814,
"rewards/accuracies": 0.0,
"rewards/chosen": -0.5777496099472046,
"rewards/margins": -0.1678207516670227,
"rewards/rejected": -0.4099288880825043,
"step": 22
},
{
"epoch": 0.10222222222222223,
"grad_norm": 3.5170698165893555,
"learning_rate": 5e-05,
"logits/chosen": 2.422769546508789,
"logits/rejected": 2.377617597579956,
"logps/chosen": -356.8462219238281,
"logps/rejected": -335.63311767578125,
"loss": 0.7371,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.5601089596748352,
"rewards/margins": -0.08314056694507599,
"rewards/rejected": -0.4769684076309204,
"step": 23
},
{
"epoch": 0.10666666666666667,
"grad_norm": 1.9441181421279907,
"learning_rate": 4.999932336875371e-05,
"logits/chosen": 1.8213062286376953,
"logits/rejected": 1.8396917581558228,
"logps/chosen": -134.66082763671875,
"logps/rejected": -149.367431640625,
"loss": 0.65,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.14266128838062286,
"rewards/margins": 0.0897216796875,
"rewards/rejected": -0.23238298296928406,
"step": 24
},
{
"epoch": 0.1111111111111111,
"grad_norm": 3.068272352218628,
"learning_rate": 4.9997293511641216e-05,
"logits/chosen": 2.278895139694214,
"logits/rejected": 2.275456190109253,
"logps/chosen": -333.77490234375,
"logps/rejected": -472.25897216796875,
"loss": 0.4571,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.23233337700366974,
"rewards/margins": 0.5613830089569092,
"rewards/rejected": -0.7937164306640625,
"step": 25
},
{
"epoch": 0.11555555555555555,
"grad_norm": 1.8619799613952637,
"learning_rate": 4.999391053853971e-05,
"logits/chosen": 1.8031303882598877,
"logits/rejected": 1.8489115238189697,
"logps/chosen": -96.40797424316406,
"logps/rejected": -161.97528076171875,
"loss": 0.5789,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.05866394191980362,
"rewards/margins": 0.2442375123500824,
"rewards/rejected": -0.3029014468193054,
"step": 26
},
{
"epoch": 0.12,
"grad_norm": 5.386238098144531,
"learning_rate": 4.998917463257121e-05,
"logits/chosen": 2.5145506858825684,
"logits/rejected": 2.4547314643859863,
"logps/chosen": -413.3758239746094,
"logps/rejected": -371.0469055175781,
"loss": 0.7603,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.5716583728790283,
"rewards/margins": -0.12001956254243851,
"rewards/rejected": -0.4516388177871704,
"step": 27
},
{
"epoch": 0.12444444444444444,
"grad_norm": 4.0328145027160645,
"learning_rate": 4.998308605009268e-05,
"logits/chosen": 1.9604880809783936,
"logits/rejected": 1.9736435413360596,
"logps/chosen": -294.1231689453125,
"logps/rejected": -225.6836700439453,
"loss": 0.7918,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.390707403421402,
"rewards/margins": -0.17286226153373718,
"rewards/rejected": -0.217845156788826,
"step": 28
},
{
"epoch": 0.1288888888888889,
"grad_norm": 2.2388572692871094,
"learning_rate": 4.997564512068212e-05,
"logits/chosen": 1.7558441162109375,
"logits/rejected": 1.728846549987793,
"logps/chosen": -262.6331787109375,
"logps/rejected": -276.0820617675781,
"loss": 0.5986,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.36693495512008667,
"rewards/margins": 0.3257931172847748,
"rewards/rejected": -0.6927281022071838,
"step": 29
},
{
"epoch": 0.13333333333333333,
"grad_norm": 2.462900400161743,
"learning_rate": 4.9966852247120764e-05,
"logits/chosen": 2.112412214279175,
"logits/rejected": 2.067960739135742,
"logps/chosen": -276.7638244628906,
"logps/rejected": -449.4617919921875,
"loss": 0.3334,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.44448322057724,
"rewards/margins": 0.9420753121376038,
"rewards/rejected": -1.3865585327148438,
"step": 30
},
{
"epoch": 0.13777777777777778,
"grad_norm": 2.836688280105591,
"learning_rate": 4.995670790537125e-05,
"logits/chosen": 1.9061617851257324,
"logits/rejected": 1.8595614433288574,
"logps/chosen": -160.72055053710938,
"logps/rejected": -129.44073486328125,
"loss": 0.7916,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.3917423486709595,
"rewards/margins": -0.17064018547534943,
"rewards/rejected": -0.22110214829444885,
"step": 31
},
{
"epoch": 0.14222222222222222,
"grad_norm": 2.559312343597412,
"learning_rate": 4.994521264455187e-05,
"logits/chosen": 2.1637351512908936,
"logits/rejected": 2.2050771713256836,
"logps/chosen": -304.7850341796875,
"logps/rejected": -348.8180847167969,
"loss": 0.4367,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.3886520266532898,
"rewards/margins": 0.71138995885849,
"rewards/rejected": -1.1000419855117798,
"step": 32
},
{
"epoch": 0.14666666666666667,
"grad_norm": 4.237148761749268,
"learning_rate": 4.993236708690683e-05,
"logits/chosen": 2.109586238861084,
"logits/rejected": 2.0614817142486572,
"logps/chosen": -375.04638671875,
"logps/rejected": -299.8951110839844,
"loss": 0.7802,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.5753310918807983,
"rewards/margins": -0.14784467220306396,
"rewards/rejected": -0.4274864196777344,
"step": 33
},
{
"epoch": 0.1511111111111111,
"grad_norm": 2.7111451625823975,
"learning_rate": 4.991817192777259e-05,
"logits/chosen": 2.2655739784240723,
"logits/rejected": 2.2684638500213623,
"logps/chosen": -313.1495056152344,
"logps/rejected": -275.92181396484375,
"loss": 0.5089,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.40856704115867615,
"rewards/margins": 0.41301044821739197,
"rewards/rejected": -0.8215774893760681,
"step": 34
},
{
"epoch": 0.15555555555555556,
"grad_norm": 3.8092589378356934,
"learning_rate": 4.9902627935540205e-05,
"logits/chosen": 2.179189682006836,
"logits/rejected": 2.120750904083252,
"logps/chosen": -387.86395263671875,
"logps/rejected": -440.36138916015625,
"loss": 0.799,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.1031348705291748,
"rewards/margins": 0.2254989743232727,
"rewards/rejected": -1.3286339044570923,
"step": 35
},
{
"epoch": 0.16,
"grad_norm": 3.2711353302001953,
"learning_rate": 4.9885735951613745e-05,
"logits/chosen": 2.114718198776245,
"logits/rejected": 2.0954365730285645,
"logps/chosen": -358.84710693359375,
"logps/rejected": -392.369384765625,
"loss": 0.5344,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.9632622003555298,
"rewards/margins": 0.3675689697265625,
"rewards/rejected": -1.3308311700820923,
"step": 36
},
{
"epoch": 0.16444444444444445,
"grad_norm": 5.44711446762085,
"learning_rate": 4.9867496890364726e-05,
"logits/chosen": 2.1442081928253174,
"logits/rejected": 2.1060421466827393,
"logps/chosen": -323.090087890625,
"logps/rejected": -316.7653503417969,
"loss": 0.6798,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.6822533011436462,
"rewards/margins": 0.13051298260688782,
"rewards/rejected": -0.8127662539482117,
"step": 37
},
{
"epoch": 0.1688888888888889,
"grad_norm": 3.415454626083374,
"learning_rate": 4.984791173908267e-05,
"logits/chosen": 2.2119979858398438,
"logits/rejected": 2.155428409576416,
"logps/chosen": -411.5396728515625,
"logps/rejected": -440.5595703125,
"loss": 0.3268,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0235031843185425,
"rewards/margins": 1.1276824474334717,
"rewards/rejected": -2.1511855125427246,
"step": 38
},
{
"epoch": 0.17333333333333334,
"grad_norm": 2.106764554977417,
"learning_rate": 4.982698155792159e-05,
"logits/chosen": 1.676947832107544,
"logits/rejected": 1.8609204292297363,
"logps/chosen": -207.95248413085938,
"logps/rejected": -255.15560913085938,
"loss": 0.4656,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.20581628382205963,
"rewards/margins": 0.5979617834091187,
"rewards/rejected": -0.8037780523300171,
"step": 39
},
{
"epoch": 0.17777777777777778,
"grad_norm": 2.561739444732666,
"learning_rate": 4.980470747984265e-05,
"logits/chosen": 1.903275489807129,
"logits/rejected": 1.878113031387329,
"logps/chosen": -231.56222534179688,
"logps/rejected": -203.46058654785156,
"loss": 0.4862,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5600662231445312,
"rewards/margins": 0.49753645062446594,
"rewards/rejected": -1.0576026439666748,
"step": 40
},
{
"epoch": 0.18222222222222223,
"grad_norm": 3.4072999954223633,
"learning_rate": 4.9781090710552835e-05,
"logits/chosen": 2.3119935989379883,
"logits/rejected": 2.174755334854126,
"logps/chosen": -306.8345947265625,
"logps/rejected": -353.8470764160156,
"loss": 0.5132,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.6789085865020752,
"rewards/margins": 0.40302202105522156,
"rewards/rejected": -1.0819306373596191,
"step": 41
},
{
"epoch": 0.18666666666666668,
"grad_norm": 2.7821035385131836,
"learning_rate": 4.975613252843966e-05,
"logits/chosen": 1.9496957063674927,
"logits/rejected": 1.9538969993591309,
"logps/chosen": -228.1984100341797,
"logps/rejected": -221.22930908203125,
"loss": 0.5304,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.608843982219696,
"rewards/margins": 0.46152499318122864,
"rewards/rejected": -1.070369005203247,
"step": 42
},
{
"epoch": 0.19111111111111112,
"grad_norm": 2.4308483600616455,
"learning_rate": 4.9729834284501995e-05,
"logits/chosen": 1.9656260013580322,
"logits/rejected": 1.9733545780181885,
"logps/chosen": -214.34481811523438,
"logps/rejected": -260.02227783203125,
"loss": 0.4267,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5842536687850952,
"rewards/margins": 0.8209755420684814,
"rewards/rejected": -1.4052292108535767,
"step": 43
},
{
"epoch": 0.19555555555555557,
"grad_norm": 3.7162206172943115,
"learning_rate": 4.970219740227693e-05,
"logits/chosen": 2.2411859035491943,
"logits/rejected": 2.2703304290771484,
"logps/chosen": -327.88653564453125,
"logps/rejected": -440.0887145996094,
"loss": 0.4777,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.2694365978240967,
"rewards/margins": 0.9213591814041138,
"rewards/rejected": -2.1907958984375,
"step": 44
},
{
"epoch": 0.2,
"grad_norm": 2.9216010570526123,
"learning_rate": 4.9673223377762715e-05,
"logits/chosen": 2.17927885055542,
"logits/rejected": 2.1836795806884766,
"logps/chosen": -384.8567199707031,
"logps/rejected": -417.8768310546875,
"loss": 0.3178,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5690780878067017,
"rewards/margins": 1.0208160877227783,
"rewards/rejected": -1.5898940563201904,
"step": 45
},
{
"epoch": 0.2,
"eval_logits/chosen": 2.1410844326019287,
"eval_logits/rejected": 2.0819036960601807,
"eval_logps/chosen": -302.23443603515625,
"eval_logps/rejected": -335.14215087890625,
"eval_loss": 0.590552568435669,
"eval_rewards/accuracies": 0.6964285969734192,
"eval_rewards/chosen": -1.194185495376587,
"eval_rewards/margins": 0.738350510597229,
"eval_rewards/rejected": -1.932536244392395,
"eval_runtime": 17.8289,
"eval_samples_per_second": 2.804,
"eval_steps_per_second": 0.393,
"step": 45
},
{
"epoch": 0.20444444444444446,
"grad_norm": 5.059287071228027,
"learning_rate": 4.9642913779337757e-05,
"logits/chosen": 1.6329092979431152,
"logits/rejected": 1.6129851341247559,
"logps/chosen": -348.64971923828125,
"logps/rejected": -319.07080078125,
"loss": 0.6636,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.3844482898712158,
"rewards/margins": 0.060698702931404114,
"rewards/rejected": -1.445146918296814,
"step": 46
},
{
"epoch": 0.2088888888888889,
"grad_norm": 2.8684635162353516,
"learning_rate": 4.9611270247675776e-05,
"logits/chosen": 1.4863775968551636,
"logits/rejected": 1.5527057647705078,
"logps/chosen": -104.7228775024414,
"logps/rejected": -144.18276977539062,
"loss": 0.7198,
"rewards/accuracies": 0.0,
"rewards/chosen": -0.2717903256416321,
"rewards/margins": -0.05223694443702698,
"rewards/rejected": -0.2195533812046051,
"step": 47
},
{
"epoch": 0.21333333333333335,
"grad_norm": 4.421427249908447,
"learning_rate": 4.9578294495656965e-05,
"logits/chosen": 2.095689296722412,
"logits/rejected": 2.1000843048095703,
"logps/chosen": -379.61566162109375,
"logps/rejected": -351.688232421875,
"loss": 0.5805,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.1613686084747314,
"rewards/margins": 0.24983596801757812,
"rewards/rejected": -1.4112045764923096,
"step": 48
},
{
"epoch": 0.21777777777777776,
"grad_norm": 2.3262526988983154,
"learning_rate": 4.954398830827524e-05,
"logits/chosen": 1.5170578956604004,
"logits/rejected": 1.41743004322052,
"logps/chosen": -141.56716918945312,
"logps/rejected": -152.45985412597656,
"loss": 0.6136,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.250314325094223,
"rewards/margins": 0.1659536361694336,
"rewards/rejected": -0.4162679612636566,
"step": 49
},
{
"epoch": 0.2222222222222222,
"grad_norm": 1.6063750982284546,
"learning_rate": 4.950835354254167e-05,
"logits/chosen": 2.113161087036133,
"logits/rejected": 2.027552843093872,
"logps/chosen": -283.05487060546875,
"logps/rejected": -338.911865234375,
"loss": 0.202,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.8912537097930908,
"rewards/margins": 1.6376852989196777,
"rewards/rejected": -2.5289390087127686,
"step": 50
},
{
"epoch": 0.22666666666666666,
"grad_norm": 1.9353735446929932,
"learning_rate": 4.947139212738395e-05,
"logits/chosen": 2.0660266876220703,
"logits/rejected": 1.9209285974502563,
"logps/chosen": -392.48199462890625,
"logps/rejected": -411.1744079589844,
"loss": 0.1246,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.723092794418335,
"rewards/margins": 2.101870536804199,
"rewards/rejected": -3.8249635696411133,
"step": 51
},
{
"epoch": 0.2311111111111111,
"grad_norm": 3.488070011138916,
"learning_rate": 4.943310606354192e-05,
"logits/chosen": 2.190558433532715,
"logits/rejected": 2.1188831329345703,
"logps/chosen": -325.7753601074219,
"logps/rejected": -416.0865783691406,
"loss": 0.4128,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.3961410522460938,
"rewards/margins": 1.5372390747070312,
"rewards/rejected": -2.933380126953125,
"step": 52
},
{
"epoch": 0.23555555555555555,
"grad_norm": 9.58780574798584,
"learning_rate": 4.9393497423459376e-05,
"logits/chosen": 2.139993667602539,
"logits/rejected": 2.1976380348205566,
"logps/chosen": -336.98150634765625,
"logps/rejected": -287.92987060546875,
"loss": 1.3144,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.950069546699524,
"rewards/margins": -0.7764908075332642,
"rewards/rejected": -1.1735787391662598,
"step": 53
},
{
"epoch": 0.24,
"grad_norm": 2.2417423725128174,
"learning_rate": 4.935256835117179e-05,
"logits/chosen": 2.2602908611297607,
"logits/rejected": 2.23490047454834,
"logps/chosen": -410.2571105957031,
"logps/rejected": -527.3067016601562,
"loss": 0.212,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.7630027532577515,
"rewards/margins": 3.0140035152435303,
"rewards/rejected": -4.77700662612915,
"step": 54
},
{
"epoch": 0.24444444444444444,
"grad_norm": 2.4229862689971924,
"learning_rate": 4.931032106219029e-05,
"logits/chosen": 1.751630425453186,
"logits/rejected": 1.79133939743042,
"logps/chosen": -251.48580932617188,
"logps/rejected": -306.2901611328125,
"loss": 0.248,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.854656994342804,
"rewards/margins": 1.2701172828674316,
"rewards/rejected": -2.124774217605591,
"step": 55
},
{
"epoch": 0.24888888888888888,
"grad_norm": 7.835116386413574,
"learning_rate": 4.926675784338174e-05,
"logits/chosen": 1.9964067935943604,
"logits/rejected": 2.117382287979126,
"logps/chosen": -287.7210388183594,
"logps/rejected": -260.3846740722656,
"loss": 0.9769,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.8229798078536987,
"rewards/margins": -0.4610947072505951,
"rewards/rejected": -1.3618850708007812,
"step": 56
},
{
"epoch": 0.25333333333333335,
"grad_norm": 3.7002341747283936,
"learning_rate": 4.922188105284495e-05,
"logits/chosen": 2.1905529499053955,
"logits/rejected": 2.094609260559082,
"logps/chosen": -429.6041259765625,
"logps/rejected": -498.65740966796875,
"loss": 0.2605,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.7014801502227783,
"rewards/margins": 1.3251266479492188,
"rewards/rejected": -4.026606559753418,
"step": 57
},
{
"epoch": 0.2577777777777778,
"grad_norm": 1.7439998388290405,
"learning_rate": 4.9175693119783013e-05,
"logits/chosen": 1.88455069065094,
"logits/rejected": 1.802990198135376,
"logps/chosen": -438.767578125,
"logps/rejected": -430.30194091796875,
"loss": 0.1209,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.552638292312622,
"rewards/margins": 2.1732101440429688,
"rewards/rejected": -4.725848197937012,
"step": 58
},
{
"epoch": 0.26222222222222225,
"grad_norm": 2.541234254837036,
"learning_rate": 4.912819654437182e-05,
"logits/chosen": 2.0551681518554688,
"logits/rejected": 1.987473726272583,
"logps/chosen": -397.0820617675781,
"logps/rejected": -455.72442626953125,
"loss": 0.1633,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.4276413917541504,
"rewards/margins": 1.9974074363708496,
"rewards/rejected": -3.425048828125,
"step": 59
},
{
"epoch": 0.26666666666666666,
"grad_norm": 2.0597288608551025,
"learning_rate": 4.9079393897624745e-05,
"logits/chosen": 1.7409842014312744,
"logits/rejected": 1.764671802520752,
"logps/chosen": -259.36578369140625,
"logps/rejected": -400.5860595703125,
"loss": 0.226,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.98876953125,
"rewards/margins": 3.264120578765869,
"rewards/rejected": -4.252890110015869,
"step": 60
},
{
"epoch": 0.27111111111111114,
"grad_norm": 3.1185505390167236,
"learning_rate": 4.9029287821253445e-05,
"logits/chosen": 2.0401980876922607,
"logits/rejected": 2.0045888423919678,
"logps/chosen": -233.93736267089844,
"logps/rejected": -272.4693603515625,
"loss": 0.4837,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.8766113519668579,
"rewards/margins": 0.49696657061576843,
"rewards/rejected": -1.3735778331756592,
"step": 61
},
{
"epoch": 0.27555555555555555,
"grad_norm": 0.503414511680603,
"learning_rate": 4.897788102752485e-05,
"logits/chosen": 2.0203349590301514,
"logits/rejected": 1.9820505380630493,
"logps/chosen": -306.28814697265625,
"logps/rejected": -438.020263671875,
"loss": 0.0311,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.1499321460723877,
"rewards/margins": 4.276589393615723,
"rewards/rejected": -5.426521301269531,
"step": 62
},
{
"epoch": 0.28,
"grad_norm": 5.02221155166626,
"learning_rate": 4.8925176299114416e-05,
"logits/chosen": 1.7009226083755493,
"logits/rejected": 1.5652942657470703,
"logps/chosen": -425.44415283203125,
"logps/rejected": -476.310546875,
"loss": 0.2624,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.0838661193847656,
"rewards/margins": 2.905472993850708,
"rewards/rejected": -5.989339351654053,
"step": 63
},
{
"epoch": 0.28444444444444444,
"grad_norm": 10.18476390838623,
"learning_rate": 4.8871176488955415e-05,
"logits/chosen": 1.9149291515350342,
"logits/rejected": 1.852341651916504,
"logps/chosen": -378.48138427734375,
"logps/rejected": -236.2688751220703,
"loss": 2.0384,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.0230088233947754,
"rewards/margins": -1.4521996974945068,
"rewards/rejected": -1.5708091259002686,
"step": 64
},
{
"epoch": 0.28888888888888886,
"grad_norm": 2.800845146179199,
"learning_rate": 4.881588452008456e-05,
"logits/chosen": 1.3878483772277832,
"logits/rejected": 1.4146528244018555,
"logps/chosen": -115.78246307373047,
"logps/rejected": -137.14707946777344,
"loss": 0.6799,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.47142869234085083,
"rewards/margins": 0.036671459674835205,
"rewards/rejected": -0.508100152015686,
"step": 65
},
{
"epoch": 0.29333333333333333,
"grad_norm": 4.6413726806640625,
"learning_rate": 4.875930338548376e-05,
"logits/chosen": 1.9736688137054443,
"logits/rejected": 1.8488330841064453,
"logps/chosen": -233.1080322265625,
"logps/rejected": -270.9902038574219,
"loss": 0.4431,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.331383466720581,
"rewards/margins": 0.5846099853515625,
"rewards/rejected": -1.9159934520721436,
"step": 66
},
{
"epoch": 0.29777777777777775,
"grad_norm": 8.721001625061035,
"learning_rate": 4.87014361479181e-05,
"logits/chosen": 1.8805785179138184,
"logits/rejected": 1.8359558582305908,
"logps/chosen": -321.511962890625,
"logps/rejected": -275.58209228515625,
"loss": 1.3317,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.167226552963257,
"rewards/margins": -0.7222648859024048,
"rewards/rejected": -2.4449615478515625,
"step": 67
},
{
"epoch": 0.3022222222222222,
"grad_norm": 3.038731098175049,
"learning_rate": 4.864228593977006e-05,
"logits/chosen": 2.2448015213012695,
"logits/rejected": 2.306088447570801,
"logps/chosen": -347.45849609375,
"logps/rejected": -423.48297119140625,
"loss": 0.229,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.2222633361816406,
"rewards/margins": 2.896373748779297,
"rewards/rejected": -5.1186370849609375,
"step": 68
},
{
"epoch": 0.30666666666666664,
"grad_norm": 4.552579879760742,
"learning_rate": 4.858185596286997e-05,
"logits/chosen": 2.1001484394073486,
"logits/rejected": 1.979229211807251,
"logps/chosen": -295.586181640625,
"logps/rejected": -303.2032470703125,
"loss": 0.3926,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.715203881263733,
"rewards/margins": 2.0468697547912598,
"rewards/rejected": -3.762073516845703,
"step": 69
},
{
"epoch": 0.3111111111111111,
"grad_norm": 3.6529836654663086,
"learning_rate": 4.852014948832268e-05,
"logits/chosen": 1.9788322448730469,
"logits/rejected": 1.9580605030059814,
"logps/chosen": -213.86343383789062,
"logps/rejected": -261.7784118652344,
"loss": 0.524,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.2392014265060425,
"rewards/margins": 0.37295836210250854,
"rewards/rejected": -1.6121597290039062,
"step": 70
},
{
"epoch": 0.31555555555555553,
"grad_norm": 1.9879947900772095,
"learning_rate": 4.8457169856330485e-05,
"logits/chosen": 1.942040205001831,
"logits/rejected": 1.8756356239318848,
"logps/chosen": -313.9153747558594,
"logps/rejected": -427.9259948730469,
"loss": 0.1422,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.7393081188201904,
"rewards/margins": 4.251686096191406,
"rewards/rejected": -5.990994453430176,
"step": 71
},
{
"epoch": 0.32,
"grad_norm": 5.4608001708984375,
"learning_rate": 4.839292047601234e-05,
"logits/chosen": 1.7308683395385742,
"logits/rejected": 1.7762730121612549,
"logps/chosen": -293.4880065917969,
"logps/rejected": -250.67381286621094,
"loss": 0.6266,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.6677329540252686,
"rewards/margins": 1.1602835655212402,
"rewards/rejected": -2.828016757965088,
"step": 72
},
{
"epoch": 0.3244444444444444,
"grad_norm": 11.236379623413086,
"learning_rate": 4.832740482521931e-05,
"logits/chosen": 1.5850169658660889,
"logits/rejected": 1.6753277778625488,
"logps/chosen": -275.2799072265625,
"logps/rejected": -174.08926391601562,
"loss": 1.7558,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.16182279586792,
"rewards/margins": -1.245647668838501,
"rewards/rejected": -1.916175127029419,
"step": 73
},
{
"epoch": 0.3288888888888889,
"grad_norm": 1.0129520893096924,
"learning_rate": 4.826062645034631e-05,
"logits/chosen": 2.147963047027588,
"logits/rejected": 2.13932728767395,
"logps/chosen": -533.4431762695312,
"logps/rejected": -664.0446166992188,
"loss": 0.038,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.084846496582031,
"rewards/margins": 4.350230693817139,
"rewards/rejected": -8.435077667236328,
"step": 74
},
{
"epoch": 0.3333333333333333,
"grad_norm": 8.0421724319458,
"learning_rate": 4.819258896614014e-05,
"logits/chosen": 2.038822650909424,
"logits/rejected": 2.02886962890625,
"logps/chosen": -347.89373779296875,
"logps/rejected": -322.3008728027344,
"loss": 0.4447,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.955258369445801,
"rewards/margins": 0.5941513180732727,
"rewards/rejected": -3.5494096279144287,
"step": 75
},
{
"epoch": 0.3377777777777778,
"grad_norm": 10.355673789978027,
"learning_rate": 4.812329605550381e-05,
"logits/chosen": 2.0920519828796387,
"logits/rejected": 2.0875403881073,
"logps/chosen": -335.3114318847656,
"logps/rejected": -350.8553466796875,
"loss": 0.9773,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.6420540809631348,
"rewards/margins": 0.05045384168624878,
"rewards/rejected": -3.6925079822540283,
"step": 76
},
{
"epoch": 0.3422222222222222,
"grad_norm": 0.42018255591392517,
"learning_rate": 4.805275146929721e-05,
"logits/chosen": 2.0620903968811035,
"logits/rejected": 2.108494281768799,
"logps/chosen": -342.378662109375,
"logps/rejected": -450.7765808105469,
"loss": 0.0191,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.201615810394287,
"rewards/margins": 4.498736381530762,
"rewards/rejected": -6.700352668762207,
"step": 77
},
{
"epoch": 0.3466666666666667,
"grad_norm": 0.4926978349685669,
"learning_rate": 4.7980959026134044e-05,
"logits/chosen": 1.9305293560028076,
"logits/rejected": 2.000296115875244,
"logps/chosen": -292.07354736328125,
"logps/rejected": -431.2196044921875,
"loss": 0.0316,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.1881355047225952,
"rewards/margins": 3.963468074798584,
"rewards/rejected": -5.151603698730469,
"step": 78
},
{
"epoch": 0.3511111111111111,
"grad_norm": 4.756207466125488,
"learning_rate": 4.790792261217512e-05,
"logits/chosen": 2.1176319122314453,
"logits/rejected": 2.1045117378234863,
"logps/chosen": -309.7745666503906,
"logps/rejected": -279.74969482421875,
"loss": 0.5587,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.1116164922714233,
"rewards/margins": 0.3822830319404602,
"rewards/rejected": -1.4938995838165283,
"step": 79
},
{
"epoch": 0.35555555555555557,
"grad_norm": 0.1574506163597107,
"learning_rate": 4.783364618091803e-05,
"logits/chosen": 2.228512763977051,
"logits/rejected": 2.239095687866211,
"logps/chosen": -452.6519470214844,
"logps/rejected": -519.6800537109375,
"loss": 0.0082,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.023036241531372,
"rewards/margins": 5.381681442260742,
"rewards/rejected": -7.404717922210693,
"step": 80
},
{
"epoch": 0.36,
"grad_norm": 17.396940231323242,
"learning_rate": 4.7758133752983135e-05,
"logits/chosen": 2.2299280166625977,
"logits/rejected": 2.275631904602051,
"logps/chosen": -481.376708984375,
"logps/rejected": -424.80029296875,
"loss": 1.0849,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.431848049163818,
"rewards/margins": -0.2735259532928467,
"rewards/rejected": -4.158322334289551,
"step": 81
},
{
"epoch": 0.36444444444444446,
"grad_norm": 2.288203477859497,
"learning_rate": 4.7681389415895864e-05,
"logits/chosen": 1.9121689796447754,
"logits/rejected": 1.9124395847320557,
"logps/chosen": -365.42669677734375,
"logps/rejected": -389.65118408203125,
"loss": 0.3228,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.7858033180236816,
"rewards/margins": 1.5727282762527466,
"rewards/rejected": -4.358531475067139,
"step": 82
},
{
"epoch": 0.3688888888888889,
"grad_norm": 17.783615112304688,
"learning_rate": 4.7603417323865547e-05,
"logits/chosen": 2.15109920501709,
"logits/rejected": 2.273561954498291,
"logps/chosen": -492.3847351074219,
"logps/rejected": -423.0718994140625,
"loss": 2.6581,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.891546726226807,
"rewards/margins": -1.6526780128479004,
"rewards/rejected": -3.2388687133789062,
"step": 83
},
{
"epoch": 0.37333333333333335,
"grad_norm": 3.1931591033935547,
"learning_rate": 4.752422169756048e-05,
"logits/chosen": 2.216590404510498,
"logits/rejected": 2.2690138816833496,
"logps/chosen": -395.58953857421875,
"logps/rejected": -360.23663330078125,
"loss": 0.2526,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.509881615638733,
"rewards/margins": 2.4663939476013184,
"rewards/rejected": -3.976275682449341,
"step": 84
},
{
"epoch": 0.37777777777777777,
"grad_norm": 0.4893577992916107,
"learning_rate": 4.74438068238795e-05,
"logits/chosen": 2.0717084407806396,
"logits/rejected": 2.0398921966552734,
"logps/chosen": -313.4667053222656,
"logps/rejected": -517.9127197265625,
"loss": 0.023,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.5163437128067017,
"rewards/margins": 4.198652744293213,
"rewards/rejected": -5.714996337890625,
"step": 85
},
{
"epoch": 0.38222222222222224,
"grad_norm": 12.34611988067627,
"learning_rate": 4.736217705571989e-05,
"logits/chosen": 1.8056581020355225,
"logits/rejected": 1.906313180923462,
"logps/chosen": -328.50921630859375,
"logps/rejected": -252.91552734375,
"loss": 1.6628,
"rewards/accuracies": 0.0,
"rewards/chosen": -3.34942626953125,
"rewards/margins": -1.445077657699585,
"rewards/rejected": -1.9043487310409546,
"step": 86
},
{
"epoch": 0.38666666666666666,
"grad_norm": 11.105749130249023,
"learning_rate": 4.7279336811741806e-05,
"logits/chosen": 2.4057044982910156,
"logits/rejected": 2.336398124694824,
"logps/chosen": -602.2092895507812,
"logps/rejected": -557.8479614257812,
"loss": 0.6199,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.7743942737579346,
"rewards/margins": 0.2018601894378662,
"rewards/rejected": -3.976254463195801,
"step": 87
},
{
"epoch": 0.39111111111111113,
"grad_norm": 17.08523941040039,
"learning_rate": 4.7195290576129034e-05,
"logits/chosen": 2.213070869445801,
"logits/rejected": 2.195730686187744,
"logps/chosen": -453.27703857421875,
"logps/rejected": -573.7431640625,
"loss": 2.1029,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.91035795211792,
"rewards/margins": 0.73905348777771,
"rewards/rejected": -5.649411201477051,
"step": 88
},
{
"epoch": 0.39555555555555555,
"grad_norm": 1.3783494234085083,
"learning_rate": 4.711004289834632e-05,
"logits/chosen": 2.123533248901367,
"logits/rejected": 2.0941734313964844,
"logps/chosen": -282.4661865234375,
"logps/rejected": -387.58892822265625,
"loss": 0.1011,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.8440461158752441,
"rewards/margins": 2.256805419921875,
"rewards/rejected": -4.100851535797119,
"step": 89
},
{
"epoch": 0.4,
"grad_norm": 2.8574769496917725,
"learning_rate": 4.702359839289306e-05,
"logits/chosen": 2.0068724155426025,
"logits/rejected": 2.0709903240203857,
"logps/chosen": -362.0110168457031,
"logps/rejected": -384.2983093261719,
"loss": 0.2747,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.201084852218628,
"rewards/margins": 1.2602746486663818,
"rewards/rejected": -3.4613595008850098,
"step": 90
},
{
"epoch": 0.4,
"eval_logits/chosen": 2.161973237991333,
"eval_logits/rejected": 2.1175014972686768,
"eval_logps/chosen": -310.35650634765625,
"eval_logps/rejected": -351.593994140625,
"eval_loss": 0.5963193774223328,
"eval_rewards/accuracies": 0.75,
"eval_rewards/chosen": -2.006390333175659,
"eval_rewards/margins": 1.5713260173797607,
"eval_rewards/rejected": -3.57771635055542,
"eval_runtime": 17.4029,
"eval_samples_per_second": 2.873,
"eval_steps_per_second": 0.402,
"step": 90
},
{
"epoch": 0.40444444444444444,
"grad_norm": 12.335380554199219,
"learning_rate": 4.693596173905352e-05,
"logits/chosen": 2.364140272140503,
"logits/rejected": 2.410036563873291,
"logps/chosen": -285.2010192871094,
"logps/rejected": -307.5989074707031,
"loss": 1.0673,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.113780975341797,
"rewards/margins": -0.5538902282714844,
"rewards/rejected": -1.5598907470703125,
"step": 91
},
{
"epoch": 0.4088888888888889,
"grad_norm": 15.816446304321289,
"learning_rate": 4.684713768064357e-05,
"logits/chosen": 1.9842954874038696,
"logits/rejected": 2.057584762573242,
"logps/chosen": -406.9105224609375,
"logps/rejected": -411.98211669921875,
"loss": 1.7238,
"rewards/accuracies": 0.0,
"rewards/chosen": -5.087683200836182,
"rewards/margins": -1.399601697921753,
"rewards/rejected": -3.6880815029144287,
"step": 92
},
{
"epoch": 0.41333333333333333,
"grad_norm": 9.741644859313965,
"learning_rate": 4.6757131025753886e-05,
"logits/chosen": 1.788228988647461,
"logits/rejected": 1.8304262161254883,
"logps/chosen": -257.06671142578125,
"logps/rejected": -334.83636474609375,
"loss": 0.9151,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.2510857582092285,
"rewards/margins": 0.16967010498046875,
"rewards/rejected": -2.4207558631896973,
"step": 93
},
{
"epoch": 0.4177777777777778,
"grad_norm": 2.8402011394500732,
"learning_rate": 4.666594664648965e-05,
"logits/chosen": 2.0854671001434326,
"logits/rejected": 2.104097366333008,
"logps/chosen": -244.27151489257812,
"logps/rejected": -314.5588073730469,
"loss": 0.3846,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.4888412654399872,
"rewards/margins": 1.8905991315841675,
"rewards/rejected": -2.3794403076171875,
"step": 94
},
{
"epoch": 0.4222222222222222,
"grad_norm": 8.729580879211426,
"learning_rate": 4.657358947870691e-05,
"logits/chosen": 2.1040725708007812,
"logits/rejected": 2.0335569381713867,
"logps/chosen": -278.30023193359375,
"logps/rejected": -244.13815307617188,
"loss": 1.8136,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.41619873046875,
"rewards/margins": -0.721272349357605,
"rewards/rejected": -1.6949265003204346,
"step": 95
},
{
"epoch": 0.4266666666666667,
"grad_norm": 10.822171211242676,
"learning_rate": 4.648006452174529e-05,
"logits/chosen": 2.428173542022705,
"logits/rejected": 2.208796977996826,
"logps/chosen": -400.2300720214844,
"logps/rejected": -370.8153381347656,
"loss": 1.0031,
"rewards/accuracies": 0.0,
"rewards/chosen": -3.485565185546875,
"rewards/margins": -0.5405601859092712,
"rewards/rejected": -2.945004940032959,
"step": 96
},
{
"epoch": 0.4311111111111111,
"grad_norm": 0.6067838668823242,
"learning_rate": 4.638537683815744e-05,
"logits/chosen": 2.0516138076782227,
"logits/rejected": 2.128382682800293,
"logps/chosen": -282.2442321777344,
"logps/rejected": -405.89276123046875,
"loss": 0.0315,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.78936767578125,
"rewards/margins": 3.77711820602417,
"rewards/rejected": -4.56648588180542,
"step": 97
},
{
"epoch": 0.43555555555555553,
"grad_norm": 13.154459953308105,
"learning_rate": 4.628953155343499e-05,
"logits/chosen": 2.1049790382385254,
"logits/rejected": 1.929673433303833,
"logps/chosen": -305.3583984375,
"logps/rejected": -173.13394165039062,
"loss": 0.9443,
"rewards/accuracies": 0.0,
"rewards/chosen": -2.3848648071289062,
"rewards/margins": -0.4350753426551819,
"rewards/rejected": -1.9497895240783691,
"step": 98
},
{
"epoch": 0.44,
"grad_norm": 14.330009460449219,
"learning_rate": 4.6192533855731114e-05,
"logits/chosen": 2.194329261779785,
"logits/rejected": 2.2239904403686523,
"logps/chosen": -411.20849609375,
"logps/rejected": -397.444580078125,
"loss": 1.1319,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.436021566390991,
"rewards/margins": 0.39365994930267334,
"rewards/rejected": -3.829681396484375,
"step": 99
},
{
"epoch": 0.4444444444444444,
"grad_norm": 7.170289993286133,
"learning_rate": 4.609438899557964e-05,
"logits/chosen": 2.3336665630340576,
"logits/rejected": 2.3739962577819824,
"logps/chosen": -443.4410095214844,
"logps/rejected": -623.44384765625,
"loss": 0.3145,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.313551425933838,
"rewards/margins": 2.143171787261963,
"rewards/rejected": -5.456723213195801,
"step": 100
},
{
"epoch": 0.4488888888888889,
"grad_norm": 1.4472028017044067,
"learning_rate": 4.5995102285610906e-05,
"logits/chosen": 2.0881364345550537,
"logits/rejected": 2.0009138584136963,
"logps/chosen": -430.8775634765625,
"logps/rejected": -477.1756591796875,
"loss": 0.0688,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.0700042247772217,
"rewards/margins": 3.3247146606445312,
"rewards/rejected": -5.394719123840332,
"step": 101
},
{
"epoch": 0.4533333333333333,
"grad_norm": 4.1629252433776855,
"learning_rate": 4.589467910026411e-05,
"logits/chosen": 1.530840516090393,
"logits/rejected": 1.5147547721862793,
"logps/chosen": -123.47633361816406,
"logps/rejected": -148.20376586914062,
"loss": 0.837,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.8232139348983765,
"rewards/margins": -0.18887022137641907,
"rewards/rejected": -0.6343437433242798,
"step": 102
},
{
"epoch": 0.4577777777777778,
"grad_norm": 2.2841246128082275,
"learning_rate": 4.579312487549649e-05,
"logits/chosen": 1.9281361103057861,
"logits/rejected": 2.022286891937256,
"logps/chosen": -349.215576171875,
"logps/rejected": -505.2444763183594,
"loss": 0.1805,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0184952020645142,
"rewards/margins": 3.793022394180298,
"rewards/rejected": -4.811517715454102,
"step": 103
},
{
"epoch": 0.4622222222222222,
"grad_norm": 5.752498149871826,
"learning_rate": 4.5690445108488964e-05,
"logits/chosen": 2.1871137619018555,
"logits/rejected": 2.213275909423828,
"logps/chosen": -212.89849853515625,
"logps/rejected": -298.1326599121094,
"loss": 0.4131,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0786117315292358,
"rewards/margins": 0.7388886213302612,
"rewards/rejected": -1.817500352859497,
"step": 104
},
{
"epoch": 0.4666666666666667,
"grad_norm": 2.0671677589416504,
"learning_rate": 4.5586645357348636e-05,
"logits/chosen": 1.9253795146942139,
"logits/rejected": 1.9396390914916992,
"logps/chosen": -283.0425720214844,
"logps/rejected": -399.41876220703125,
"loss": 0.2595,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.7986934781074524,
"rewards/margins": 3.9111409187316895,
"rewards/rejected": -4.709834098815918,
"step": 105
},
{
"epoch": 0.4711111111111111,
"grad_norm": 2.6245131492614746,
"learning_rate": 4.548173124080789e-05,
"logits/chosen": 2.175868511199951,
"logits/rejected": 2.2268357276916504,
"logps/chosen": -401.7663269042969,
"logps/rejected": -339.01263427734375,
"loss": 0.2061,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.636662244796753,
"rewards/margins": 2.116255283355713,
"rewards/rejected": -3.752917528152466,
"step": 106
},
{
"epoch": 0.47555555555555556,
"grad_norm": 6.8939642906188965,
"learning_rate": 4.5375708437920284e-05,
"logits/chosen": 2.150783061981201,
"logits/rejected": 2.192080020904541,
"logps/chosen": -327.8550720214844,
"logps/rejected": -408.950439453125,
"loss": 0.4908,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.347644090652466,
"rewards/margins": 1.237553358078003,
"rewards/rejected": -3.5851974487304688,
"step": 107
},
{
"epoch": 0.48,
"grad_norm": 3.782555103302002,
"learning_rate": 4.526858268775313e-05,
"logits/chosen": 1.875314712524414,
"logits/rejected": 1.9068584442138672,
"logps/chosen": -265.00701904296875,
"logps/rejected": -323.212890625,
"loss": 0.2026,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.4442001581192017,
"rewards/margins": 2.3625869750976562,
"rewards/rejected": -3.8067870140075684,
"step": 108
},
{
"epoch": 0.48444444444444446,
"grad_norm": 0.7733494639396667,
"learning_rate": 4.516035978907681e-05,
"logits/chosen": 1.999725103378296,
"logits/rejected": 1.9631330966949463,
"logps/chosen": -347.4098815917969,
"logps/rejected": -423.82171630859375,
"loss": 0.0474,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.3635421991348267,
"rewards/margins": 3.0967469215393066,
"rewards/rejected": -4.460289001464844,
"step": 109
},
{
"epoch": 0.4888888888888889,
"grad_norm": 2.2969586849212646,
"learning_rate": 4.50510456000509e-05,
"logits/chosen": 1.6264564990997314,
"logits/rejected": 1.6307601928710938,
"logps/chosen": -256.4902648925781,
"logps/rejected": -350.5125427246094,
"loss": 0.2928,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.814366102218628,
"rewards/margins": 3.2768468856811523,
"rewards/rejected": -5.091212749481201,
"step": 110
},
{
"epoch": 0.49333333333333335,
"grad_norm": 7.435751914978027,
"learning_rate": 4.494064603790708e-05,
"logits/chosen": 1.9676257371902466,
"logits/rejected": 1.9142203330993652,
"logps/chosen": -340.17498779296875,
"logps/rejected": -344.9024658203125,
"loss": 0.648,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.670006513595581,
"rewards/margins": 0.3124961853027344,
"rewards/rejected": -1.9825026988983154,
"step": 111
},
{
"epoch": 0.49777777777777776,
"grad_norm": 2.219264268875122,
"learning_rate": 4.482916707862884e-05,
"logits/chosen": 2.203705310821533,
"logits/rejected": 2.050464153289795,
"logps/chosen": -281.28857421875,
"logps/rejected": -352.7940673828125,
"loss": 0.1345,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.9629112482070923,
"rewards/margins": 2.2336831092834473,
"rewards/rejected": -3.19659423828125,
"step": 112
},
{
"epoch": 0.5022222222222222,
"grad_norm": 18.2978515625,
"learning_rate": 4.471661475662792e-05,
"logits/chosen": 1.856745719909668,
"logits/rejected": 1.9189677238464355,
"logps/chosen": -463.925048828125,
"logps/rejected": -392.9632873535156,
"loss": 2.6401,
"rewards/accuracies": 0.5,
"rewards/chosen": -5.859647750854492,
"rewards/margins": -2.113811731338501,
"rewards/rejected": -3.745835781097412,
"step": 113
},
{
"epoch": 0.5066666666666667,
"grad_norm": 7.751908779144287,
"learning_rate": 4.460299516441777e-05,
"logits/chosen": 2.136542797088623,
"logits/rejected": 2.011000156402588,
"logps/chosen": -279.3929138183594,
"logps/rejected": -225.48109436035156,
"loss": 0.8985,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.4863853454589844,
"rewards/margins": 0.2738412022590637,
"rewards/rejected": -1.7602264881134033,
"step": 114
},
{
"epoch": 0.5111111111111111,
"grad_norm": 4.417598724365234,
"learning_rate": 4.4488314452283675e-05,
"logits/chosen": 1.400985836982727,
"logits/rejected": 1.5235412120819092,
"logps/chosen": -130.8572235107422,
"logps/rejected": -137.48133850097656,
"loss": 0.6302,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.7593280673027039,
"rewards/margins": 0.35355114936828613,
"rewards/rejected": -1.1128792762756348,
"step": 115
},
{
"epoch": 0.5155555555555555,
"grad_norm": 3.6468398571014404,
"learning_rate": 4.437257882794991e-05,
"logits/chosen": 2.243985414505005,
"logits/rejected": 2.1406588554382324,
"logps/chosen": -485.3035583496094,
"logps/rejected": -437.01959228515625,
"loss": 0.308,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.8883087635040283,
"rewards/margins": 1.3152587413787842,
"rewards/rejected": -4.2035675048828125,
"step": 116
},
{
"epoch": 0.52,
"grad_norm": 3.9299352169036865,
"learning_rate": 4.425579455624364e-05,
"logits/chosen": 1.9169459342956543,
"logits/rejected": 1.82602858543396,
"logps/chosen": -202.2696075439453,
"logps/rejected": -183.041015625,
"loss": 0.5871,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.4907638430595398,
"rewards/margins": 0.28335878252983093,
"rewards/rejected": -0.7741226553916931,
"step": 117
},
{
"epoch": 0.5244444444444445,
"grad_norm": 5.041739463806152,
"learning_rate": 4.413796795875586e-05,
"logits/chosen": 1.7944426536560059,
"logits/rejected": 1.8221161365509033,
"logps/chosen": -212.9854278564453,
"logps/rejected": -245.502197265625,
"loss": 0.6075,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.522188663482666,
"rewards/margins": 0.5173491835594177,
"rewards/rejected": -2.0395379066467285,
"step": 118
},
{
"epoch": 0.5288888888888889,
"grad_norm": 2.375946044921875,
"learning_rate": 4.4019105413499164e-05,
"logits/chosen": 2.1719205379486084,
"logits/rejected": 2.069880962371826,
"logps/chosen": -417.11004638671875,
"logps/rejected": -380.632080078125,
"loss": 0.1328,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.728323459625244,
"rewards/margins": 2.0067780017852783,
"rewards/rejected": -4.735101699829102,
"step": 119
},
{
"epoch": 0.5333333333333333,
"grad_norm": 4.835366725921631,
"learning_rate": 4.389921335456253e-05,
"logits/chosen": 2.228755474090576,
"logits/rejected": 2.121194839477539,
"logps/chosen": -456.9483337402344,
"logps/rejected": -443.54644775390625,
"loss": 0.4242,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.9684982299804688,
"rewards/margins": 3.314952850341797,
"rewards/rejected": -5.283451080322266,
"step": 120
},
{
"epoch": 0.5377777777777778,
"grad_norm": 9.487476348876953,
"learning_rate": 4.3778298271762995e-05,
"logits/chosen": 1.9492430686950684,
"logits/rejected": 1.8923718929290771,
"logps/chosen": -367.70208740234375,
"logps/rejected": -292.9391174316406,
"loss": 1.1745,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.854750156402588,
"rewards/margins": -0.488888680934906,
"rewards/rejected": -2.365861415863037,
"step": 121
},
{
"epoch": 0.5422222222222223,
"grad_norm": 8.035406112670898,
"learning_rate": 4.365636671029445e-05,
"logits/chosen": 1.636220097541809,
"logits/rejected": 1.6882154941558838,
"logps/chosen": -239.27474975585938,
"logps/rejected": -248.72625732421875,
"loss": 0.7769,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.7846871614456177,
"rewards/margins": 0.6797889471054077,
"rewards/rejected": -2.4644761085510254,
"step": 122
},
{
"epoch": 0.5466666666666666,
"grad_norm": 5.362706184387207,
"learning_rate": 4.3533425270373216e-05,
"logits/chosen": 2.0839271545410156,
"logits/rejected": 2.0972325801849365,
"logps/chosen": -387.6666564941406,
"logps/rejected": -393.9215393066406,
"loss": 0.2218,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.9992005825042725,
"rewards/margins": 3.244002342224121,
"rewards/rejected": -6.243203163146973,
"step": 123
},
{
"epoch": 0.5511111111111111,
"grad_norm": 2.3104119300842285,
"learning_rate": 4.340948060688088e-05,
"logits/chosen": 1.8295419216156006,
"logits/rejected": 1.8262109756469727,
"logps/chosen": -224.88113403320312,
"logps/rejected": -227.4783477783203,
"loss": 0.3689,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5778324604034424,
"rewards/margins": 0.8512080907821655,
"rewards/rejected": -1.429040551185608,
"step": 124
},
{
"epoch": 0.5555555555555556,
"grad_norm": 4.099146366119385,
"learning_rate": 4.328453942900402e-05,
"logits/chosen": 1.97019362449646,
"logits/rejected": 1.9800690412521362,
"logps/chosen": -287.9169921875,
"logps/rejected": -343.14788818359375,
"loss": 0.3836,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.4385543763637543,
"rewards/margins": 1.3104095458984375,
"rewards/rejected": -1.7489639520645142,
"step": 125
},
{
"epoch": 0.56,
"grad_norm": 4.081305503845215,
"learning_rate": 4.3158608499871024e-05,
"logits/chosen": 2.1010217666625977,
"logits/rejected": 2.029930830001831,
"logps/chosen": -325.297119140625,
"logps/rejected": -344.98284912109375,
"loss": 0.342,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.5290114879608154,
"rewards/margins": 0.9010803699493408,
"rewards/rejected": -2.4300918579101562,
"step": 126
},
{
"epoch": 0.5644444444444444,
"grad_norm": 0.4260007441043854,
"learning_rate": 4.3031694636186e-05,
"logits/chosen": 2.314997434616089,
"logits/rejected": 2.244847059249878,
"logps/chosen": -407.2716369628906,
"logps/rejected": -440.58770751953125,
"loss": 0.0165,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.8063247799873352,
"rewards/margins": 4.322688579559326,
"rewards/rejected": -5.1290130615234375,
"step": 127
},
{
"epoch": 0.5688888888888889,
"grad_norm": 22.247989654541016,
"learning_rate": 4.2903804707859835e-05,
"logits/chosen": 1.9879422187805176,
"logits/rejected": 2.056591749191284,
"logps/chosen": -241.29771423339844,
"logps/rejected": -261.1890563964844,
"loss": 1.5621,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.3791258335113525,
"rewards/margins": -1.075968861579895,
"rewards/rejected": -1.3031569719314575,
"step": 128
},
{
"epoch": 0.5733333333333334,
"grad_norm": 3.094059705734253,
"learning_rate": 4.2774945637638236e-05,
"logits/chosen": 2.2621870040893555,
"logits/rejected": 2.235694408416748,
"logps/chosen": -403.2272644042969,
"logps/rejected": -458.10858154296875,
"loss": 0.1943,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.8431869745254517,
"rewards/margins": 2.3183135986328125,
"rewards/rejected": -4.161500453948975,
"step": 129
},
{
"epoch": 0.5777777777777777,
"grad_norm": 6.682619094848633,
"learning_rate": 4.2645124400727074e-05,
"logits/chosen": 1.864232063293457,
"logits/rejected": 1.8359177112579346,
"logps/chosen": -260.30364990234375,
"logps/rejected": -291.6693420410156,
"loss": 1.0362,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.559638261795044,
"rewards/margins": 0.7007129788398743,
"rewards/rejected": -2.2603511810302734,
"step": 130
},
{
"epoch": 0.5822222222222222,
"grad_norm": 4.2206597328186035,
"learning_rate": 4.251434802441476e-05,
"logits/chosen": 2.0464115142822266,
"logits/rejected": 2.0911216735839844,
"logps/chosen": -243.08462524414062,
"logps/rejected": -254.49130249023438,
"loss": 0.5624,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2900955379009247,
"rewards/margins": 0.2913353145122528,
"rewards/rejected": -0.001239776611328125,
"step": 131
},
{
"epoch": 0.5866666666666667,
"grad_norm": 3.9296364784240723,
"learning_rate": 4.238262358769192e-05,
"logits/chosen": 2.281747341156006,
"logits/rejected": 2.3363983631134033,
"logps/chosen": -285.22998046875,
"logps/rejected": -372.3949279785156,
"loss": 0.2539,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.6220627427101135,
"rewards/margins": 1.3760398626327515,
"rewards/rejected": -1.9981026649475098,
"step": 132
},
{
"epoch": 0.5911111111111111,
"grad_norm": 2.2730822563171387,
"learning_rate": 4.224995822086812e-05,
"logits/chosen": 2.2451581954956055,
"logits/rejected": 2.2252092361450195,
"logps/chosen": -394.37017822265625,
"logps/rejected": -501.9224853515625,
"loss": 0.1271,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.13392946124076843,
"rewards/margins": 4.8956298828125,
"rewards/rejected": -4.76170015335083,
"step": 133
},
{
"epoch": 0.5955555555555555,
"grad_norm": 2.509901523590088,
"learning_rate": 4.211635910518595e-05,
"logits/chosen": 1.6302995681762695,
"logits/rejected": 1.689335823059082,
"logps/chosen": -152.21542358398438,
"logps/rejected": -137.0872802734375,
"loss": 0.4905,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.1873771846294403,
"rewards/margins": 0.48279035091400146,
"rewards/rejected": -0.6701675653457642,
"step": 134
},
{
"epoch": 0.6,
"grad_norm": 5.595450401306152,
"learning_rate": 4.198183347243233e-05,
"logits/chosen": 2.134934663772583,
"logits/rejected": 2.091696262359619,
"logps/chosen": -333.56829833984375,
"logps/rejected": -360.50970458984375,
"loss": 0.3094,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.9313689470291138,
"rewards/margins": 2.534543037414551,
"rewards/rejected": -3.465911865234375,
"step": 135
},
{
"epoch": 0.6,
"eval_logits/chosen": 2.2205488681793213,
"eval_logits/rejected": 2.174258232116699,
"eval_logps/chosen": -303.35302734375,
"eval_logps/rejected": -344.1379089355469,
"eval_loss": 0.43841180205345154,
"eval_rewards/accuracies": 0.8035714030265808,
"eval_rewards/chosen": -1.3060392141342163,
"eval_rewards/margins": 1.5260727405548096,
"eval_rewards/rejected": -2.8321120738983154,
"eval_runtime": 17.3865,
"eval_samples_per_second": 2.876,
"eval_steps_per_second": 0.403,
"step": 135
},
{
"epoch": 0.6044444444444445,
"grad_norm": 1.6538218259811401,
"learning_rate": 4.184638860454696e-05,
"logits/chosen": 1.9310147762298584,
"logits/rejected": 1.8604496717453003,
"logps/chosen": -251.001708984375,
"logps/rejected": -290.62005615234375,
"loss": 0.1732,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.33168870210647583,
"rewards/margins": 1.7937004566192627,
"rewards/rejected": -2.1253890991210938,
"step": 136
},
{
"epoch": 0.6088888888888889,
"grad_norm": 3.1406407356262207,
"learning_rate": 4.1710031833228225e-05,
"logits/chosen": 1.7651350498199463,
"logits/rejected": 1.8405566215515137,
"logps/chosen": -175.06227111816406,
"logps/rejected": -272.6947326660156,
"loss": 0.1498,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.38391417264938354,
"rewards/margins": 1.8765029907226562,
"rewards/rejected": -2.2604172229766846,
"step": 137
},
{
"epoch": 0.6133333333333333,
"grad_norm": 4.962210178375244,
"learning_rate": 4.157277053953631e-05,
"logits/chosen": 2.104128837585449,
"logits/rejected": 2.078892230987549,
"logps/chosen": -259.95330810546875,
"logps/rejected": -243.87139892578125,
"loss": 0.3842,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.8645896911621094,
"rewards/margins": 1.2094483375549316,
"rewards/rejected": -2.074038028717041,
"step": 138
},
{
"epoch": 0.6177777777777778,
"grad_norm": 5.0981316566467285,
"learning_rate": 4.143461215349361e-05,
"logits/chosen": 2.3514866828918457,
"logits/rejected": 2.3009910583496094,
"logps/chosen": -429.4484558105469,
"logps/rejected": -535.6287231445312,
"loss": 0.2313,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.3444290161132812,
"rewards/margins": 2.3630645275115967,
"rewards/rejected": -4.707493782043457,
"step": 139
},
{
"epoch": 0.6222222222222222,
"grad_norm": 4.2106523513793945,
"learning_rate": 4.129556415368261e-05,
"logits/chosen": 2.048675060272217,
"logits/rejected": 2.0247228145599365,
"logps/chosen": -283.77264404296875,
"logps/rejected": -262.07989501953125,
"loss": 0.4932,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.2498573064804077,
"rewards/margins": 0.9712372422218323,
"rewards/rejected": -2.2210946083068848,
"step": 140
},
{
"epoch": 0.6266666666666667,
"grad_norm": 10.738434791564941,
"learning_rate": 4.115563406684103e-05,
"logits/chosen": 2.148074150085449,
"logits/rejected": 2.117837905883789,
"logps/chosen": -340.57489013671875,
"logps/rejected": -366.0396423339844,
"loss": 1.6829,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.95953369140625,
"rewards/margins": 0.4566100835800171,
"rewards/rejected": -1.416143774986267,
"step": 141
},
{
"epoch": 0.6311111111111111,
"grad_norm": 8.303956985473633,
"learning_rate": 4.101482946745439e-05,
"logits/chosen": 2.478304386138916,
"logits/rejected": 2.3817453384399414,
"logps/chosen": -477.30059814453125,
"logps/rejected": -419.9468994140625,
"loss": 0.4244,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.896254062652588,
"rewards/margins": 0.6844373941421509,
"rewards/rejected": -3.5806915760040283,
"step": 142
},
{
"epoch": 0.6355555555555555,
"grad_norm": 5.196935653686523,
"learning_rate": 4.0873157977346e-05,
"logits/chosen": 2.295231342315674,
"logits/rejected": 2.320071220397949,
"logps/chosen": -327.35858154296875,
"logps/rejected": -336.46234130859375,
"loss": 0.3213,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.11004638671875,
"rewards/margins": 1.7110825777053833,
"rewards/rejected": -1.6010361909866333,
"step": 143
},
{
"epoch": 0.64,
"grad_norm": 0.837842583656311,
"learning_rate": 4.073062726526443e-05,
"logits/chosen": 2.3723278045654297,
"logits/rejected": 2.1718640327453613,
"logps/chosen": -361.47161865234375,
"logps/rejected": -342.56048583984375,
"loss": 0.0281,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.03143996000289917,
"rewards/margins": 3.5597052574157715,
"rewards/rejected": -3.5911452770233154,
"step": 144
},
{
"epoch": 0.6444444444444445,
"grad_norm": 1.8959003686904907,
"learning_rate": 4.058724504646834e-05,
"logits/chosen": 2.1700668334960938,
"logits/rejected": 2.0942935943603516,
"logps/chosen": -257.6955261230469,
"logps/rejected": -254.59393310546875,
"loss": 0.2177,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.6744873523712158,
"rewards/margins": 1.8073105812072754,
"rewards/rejected": -1.13282310962677,
"step": 145
},
{
"epoch": 0.6488888888888888,
"grad_norm": 3.8877060413360596,
"learning_rate": 4.044301908230889e-05,
"logits/chosen": 2.336484909057617,
"logits/rejected": 2.250220775604248,
"logps/chosen": -329.42779541015625,
"logps/rejected": -461.0723876953125,
"loss": 0.2504,
"rewards/accuracies": 1.0,
"rewards/chosen": 1.0788795948028564,
"rewards/margins": 5.8840203285217285,
"rewards/rejected": -4.805140972137451,
"step": 146
},
{
"epoch": 0.6533333333333333,
"grad_norm": 4.329055309295654,
"learning_rate": 4.0297957179809586e-05,
"logits/chosen": 1.7940289974212646,
"logits/rejected": 1.8224772214889526,
"logps/chosen": -218.82870483398438,
"logps/rejected": -236.94589233398438,
"loss": 0.6222,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.5779021978378296,
"rewards/margins": 0.4461887776851654,
"rewards/rejected": -2.0240910053253174,
"step": 147
},
{
"epoch": 0.6577777777777778,
"grad_norm": 1.4359842538833618,
"learning_rate": 4.0152067191243696e-05,
"logits/chosen": 1.9685239791870117,
"logits/rejected": 2.0288798809051514,
"logps/chosen": -357.14801025390625,
"logps/rejected": -412.6529541015625,
"loss": 0.0852,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.2776429653167725,
"rewards/margins": 2.4739623069763184,
"rewards/rejected": -4.75160551071167,
"step": 148
},
{
"epoch": 0.6622222222222223,
"grad_norm": 12.442399978637695,
"learning_rate": 4.000535701370921e-05,
"logits/chosen": 1.7401182651519775,
"logits/rejected": 1.621551752090454,
"logps/chosen": -320.3838195800781,
"logps/rejected": -198.91424560546875,
"loss": 1.6628,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.767268419265747,
"rewards/margins": -0.9375503659248352,
"rewards/rejected": -1.8297181129455566,
"step": 149
},
{
"epoch": 0.6666666666666666,
"grad_norm": 17.23033332824707,
"learning_rate": 3.985783458870134e-05,
"logits/chosen": 2.1593716144561768,
"logits/rejected": 2.1524195671081543,
"logps/chosen": -375.254150390625,
"logps/rejected": -289.0406494140625,
"loss": 1.0413,
"rewards/accuracies": 0.0,
"rewards/chosen": -2.9647598266601562,
"rewards/margins": -0.5915945768356323,
"rewards/rejected": -2.3731651306152344,
"step": 150
},
{
"epoch": 0.6711111111111111,
"grad_norm": 0.4952673614025116,
"learning_rate": 3.9709507901682675e-05,
"logits/chosen": 2.376957893371582,
"logits/rejected": 2.328672409057617,
"logps/chosen": -484.62518310546875,
"logps/rejected": -505.002197265625,
"loss": 0.0204,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.708740234375,
"rewards/margins": 4.536779403686523,
"rewards/rejected": -5.245519638061523,
"step": 151
},
{
"epoch": 0.6755555555555556,
"grad_norm": 4.280153751373291,
"learning_rate": 3.95603849816509e-05,
"logits/chosen": 2.2534637451171875,
"logits/rejected": 2.347764015197754,
"logps/chosen": -311.7674560546875,
"logps/rejected": -343.17584228515625,
"loss": 0.2535,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.9193252325057983,
"rewards/margins": 1.2428758144378662,
"rewards/rejected": -2.162200927734375,
"step": 152
},
{
"epoch": 0.68,
"grad_norm": 9.200690269470215,
"learning_rate": 3.941047390070419e-05,
"logits/chosen": 2.2525882720947266,
"logits/rejected": 2.196587324142456,
"logps/chosen": -419.79833984375,
"logps/rejected": -368.85174560546875,
"loss": 0.8223,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.9374847412109375,
"rewards/margins": 0.6514175534248352,
"rewards/rejected": -2.588902235031128,
"step": 153
},
{
"epoch": 0.6844444444444444,
"grad_norm": 1.1576966047286987,
"learning_rate": 3.925978277360428e-05,
"logits/chosen": 2.2419962882995605,
"logits/rejected": 2.240370750427246,
"logps/chosen": -354.83514404296875,
"logps/rejected": -398.2762451171875,
"loss": 0.0467,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.2429847717285156,
"rewards/margins": 3.4657950401306152,
"rewards/rejected": -4.708779811859131,
"step": 154
},
{
"epoch": 0.6888888888888889,
"grad_norm": 4.058935642242432,
"learning_rate": 3.910831975733717e-05,
"logits/chosen": 2.4752016067504883,
"logits/rejected": 2.4061837196350098,
"logps/chosen": -374.433349609375,
"logps/rejected": -460.99163818359375,
"loss": 0.1247,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.6075196266174316,
"rewards/margins": 2.1309003829956055,
"rewards/rejected": -3.738420009613037,
"step": 155
},
{
"epoch": 0.6933333333333334,
"grad_norm": 10.329422950744629,
"learning_rate": 3.895609305067162e-05,
"logits/chosen": 2.1816141605377197,
"logits/rejected": 2.1901464462280273,
"logps/chosen": -354.7869873046875,
"logps/rejected": -334.8106384277344,
"loss": 1.1709,
"rewards/accuracies": 0.0,
"rewards/chosen": -1.6891334056854248,
"rewards/margins": -0.787255048751831,
"rewards/rejected": -0.9018783569335938,
"step": 156
},
{
"epoch": 0.6977777777777778,
"grad_norm": 2.0047101974487305,
"learning_rate": 3.8803110893715334e-05,
"logits/chosen": 2.076343536376953,
"logits/rejected": 2.1251060962677,
"logps/chosen": -226.72457885742188,
"logps/rejected": -348.7533874511719,
"loss": 0.1027,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.06249618902802467,
"rewards/margins": 5.404012680053711,
"rewards/rejected": -5.4665093421936035,
"step": 157
},
{
"epoch": 0.7022222222222222,
"grad_norm": 8.143394470214844,
"learning_rate": 3.864938156746891e-05,
"logits/chosen": 2.237619400024414,
"logits/rejected": 2.3040781021118164,
"logps/chosen": -429.0187683105469,
"logps/rejected": -341.12957763671875,
"loss": 0.6455,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.7430390119552612,
"rewards/margins": 1.6202683448791504,
"rewards/rejected": -3.363307237625122,
"step": 158
},
{
"epoch": 0.7066666666666667,
"grad_norm": 2.048825979232788,
"learning_rate": 3.849491339337758e-05,
"logits/chosen": 2.246427297592163,
"logits/rejected": 2.1864523887634277,
"logps/chosen": -253.68792724609375,
"logps/rejected": -255.00852966308594,
"loss": 0.1813,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.2091705799102783,
"rewards/margins": 1.7127196788787842,
"rewards/rejected": -2.9218902587890625,
"step": 159
},
{
"epoch": 0.7111111111111111,
"grad_norm": 9.93562126159668,
"learning_rate": 3.833971473288084e-05,
"logits/chosen": 2.260481357574463,
"logits/rejected": 2.2601776123046875,
"logps/chosen": -375.98193359375,
"logps/rejected": -420.81494140625,
"loss": 0.6181,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.0803894996643066,
"rewards/margins": 0.15620207786560059,
"rewards/rejected": -3.2365915775299072,
"step": 160
},
{
"epoch": 0.7155555555555555,
"grad_norm": 3.1551766395568848,
"learning_rate": 3.818379398695969e-05,
"logits/chosen": 1.9815887212753296,
"logits/rejected": 1.9442949295043945,
"logps/chosen": -316.49468994140625,
"logps/rejected": -369.946044921875,
"loss": 0.132,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.701190173625946,
"rewards/margins": 2.1365509033203125,
"rewards/rejected": -2.8377411365509033,
"step": 161
},
{
"epoch": 0.72,
"grad_norm": 13.20207405090332,
"learning_rate": 3.802715959568205e-05,
"logits/chosen": 2.195608377456665,
"logits/rejected": 2.118527889251709,
"logps/chosen": -396.55755615234375,
"logps/rejected": -423.4131164550781,
"loss": 0.8681,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.12845778465271,
"rewards/margins": 2.663003444671631,
"rewards/rejected": -4.791460990905762,
"step": 162
},
{
"epoch": 0.7244444444444444,
"grad_norm": 1.2311620712280273,
"learning_rate": 3.7869820037745776e-05,
"logits/chosen": 2.1139190196990967,
"logits/rejected": 2.142258644104004,
"logps/chosen": -275.6441955566406,
"logps/rejected": -338.9689636230469,
"loss": 0.1183,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.2249420881271362,
"rewards/margins": 3.1651391983032227,
"rewards/rejected": -4.39008092880249,
"step": 163
},
{
"epoch": 0.7288888888888889,
"grad_norm": 18.346521377563477,
"learning_rate": 3.771178383001976e-05,
"logits/chosen": 2.330061435699463,
"logits/rejected": 2.222029685974121,
"logps/chosen": -468.13232421875,
"logps/rejected": -425.3597412109375,
"loss": 0.6944,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.2604997158050537,
"rewards/margins": 1.2873930931091309,
"rewards/rejected": -4.5478925704956055,
"step": 164
},
{
"epoch": 0.7333333333333333,
"grad_norm": 4.46051025390625,
"learning_rate": 3.7553059527082913e-05,
"logits/chosen": 2.2368054389953613,
"logits/rejected": 2.2174384593963623,
"logps/chosen": -287.6416931152344,
"logps/rejected": -241.71742248535156,
"loss": 0.4803,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.1810874938964844,
"rewards/margins": 0.794731855392456,
"rewards/rejected": -1.9758193492889404,
"step": 165
},
{
"epoch": 0.7377777777777778,
"grad_norm": 5.725604057312012,
"learning_rate": 3.739365572076105e-05,
"logits/chosen": 2.309138536453247,
"logits/rejected": 2.297959327697754,
"logps/chosen": -313.10382080078125,
"logps/rejected": -440.99212646484375,
"loss": 0.3831,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.8803879022598267,
"rewards/margins": 1.21652090549469,
"rewards/rejected": -3.0969088077545166,
"step": 166
},
{
"epoch": 0.7422222222222222,
"grad_norm": 13.70535945892334,
"learning_rate": 3.7233581039661874e-05,
"logits/chosen": 2.021416187286377,
"logits/rejected": 2.0485005378723145,
"logps/chosen": -308.900146484375,
"logps/rejected": -373.67474365234375,
"loss": 0.6832,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.8083343505859375,
"rewards/margins": 1.9991533756256104,
"rewards/rejected": -2.807487726211548,
"step": 167
},
{
"epoch": 0.7466666666666667,
"grad_norm": 5.6754560470581055,
"learning_rate": 3.707284414870786e-05,
"logits/chosen": 2.3587806224823,
"logits/rejected": 2.424814224243164,
"logps/chosen": -379.08697509765625,
"logps/rejected": -437.82147216796875,
"loss": 0.2897,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.100062608718872,
"rewards/margins": 1.1164734363555908,
"rewards/rejected": -2.216536045074463,
"step": 168
},
{
"epoch": 0.7511111111111111,
"grad_norm": 13.687298774719238,
"learning_rate": 3.691145374866723e-05,
"logits/chosen": 2.0991220474243164,
"logits/rejected": 2.0921735763549805,
"logps/chosen": -251.90283203125,
"logps/rejected": -294.06097412109375,
"loss": 1.2515,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.1877260208129883,
"rewards/margins": -0.7983794212341309,
"rewards/rejected": -2.3893463611602783,
"step": 169
},
{
"epoch": 0.7555555555555555,
"grad_norm": 2.953883647918701,
"learning_rate": 3.6749418575683e-05,
"logits/chosen": 1.9750038385391235,
"logits/rejected": 1.9700895547866821,
"logps/chosen": -258.9554748535156,
"logps/rejected": -268.0426940917969,
"loss": 0.107,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.537645697593689,
"rewards/margins": 2.264012336730957,
"rewards/rejected": -3.8016581535339355,
"step": 170
},
{
"epoch": 0.76,
"grad_norm": 2.0586588382720947,
"learning_rate": 3.658674740080004e-05,
"logits/chosen": 2.249845504760742,
"logits/rejected": 2.1530356407165527,
"logps/chosen": -373.0096740722656,
"logps/rejected": -384.4673767089844,
"loss": 0.147,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.49631041288375854,
"rewards/margins": 3.1010565757751465,
"rewards/rejected": -2.6047463417053223,
"step": 171
},
{
"epoch": 0.7644444444444445,
"grad_norm": 9.671707153320312,
"learning_rate": 3.642344902949034e-05,
"logits/chosen": 2.1441969871520996,
"logits/rejected": 2.0829548835754395,
"logps/chosen": -375.480224609375,
"logps/rejected": -306.5086975097656,
"loss": 0.558,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.187718152999878,
"rewards/margins": 0.452168345451355,
"rewards/rejected": -2.6398866176605225,
"step": 172
},
{
"epoch": 0.7688888888888888,
"grad_norm": 0.8413982391357422,
"learning_rate": 3.6259532301176335e-05,
"logits/chosen": 1.6508468389511108,
"logits/rejected": 1.683258056640625,
"logps/chosen": -302.1081848144531,
"logps/rejected": -320.01141357421875,
"loss": 0.1217,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.08628615736961365,
"rewards/margins": 3.430840492248535,
"rewards/rejected": -3.5171265602111816,
"step": 173
},
{
"epoch": 0.7733333333333333,
"grad_norm": 11.386160850524902,
"learning_rate": 3.6095006088752447e-05,
"logits/chosen": 2.2143354415893555,
"logits/rejected": 2.283841848373413,
"logps/chosen": -428.9851379394531,
"logps/rejected": -506.7236328125,
"loss": 0.4424,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.3689346313476562,
"rewards/margins": 0.6975066661834717,
"rewards/rejected": -4.066441535949707,
"step": 174
},
{
"epoch": 0.7777777777777778,
"grad_norm": 2.112983226776123,
"learning_rate": 3.592987929810476e-05,
"logits/chosen": 1.9571995735168457,
"logits/rejected": 1.922455072402954,
"logps/chosen": -289.2620849609375,
"logps/rejected": -418.0646057128906,
"loss": 0.1977,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.3730583190917969,
"rewards/margins": 4.838759422302246,
"rewards/rejected": -5.211817741394043,
"step": 175
},
{
"epoch": 0.7822222222222223,
"grad_norm": 2.702089786529541,
"learning_rate": 3.576416086762896e-05,
"logits/chosen": 1.9095101356506348,
"logits/rejected": 1.9017338752746582,
"logps/chosen": -258.8391418457031,
"logps/rejected": -258.28948974609375,
"loss": 0.1737,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.08884277939796448,
"rewards/margins": 2.2755606174468994,
"rewards/rejected": -2.364403486251831,
"step": 176
},
{
"epoch": 0.7866666666666666,
"grad_norm": 3.3134331703186035,
"learning_rate": 3.5597859767746524e-05,
"logits/chosen": 2.0989699363708496,
"logits/rejected": 2.059138774871826,
"logps/chosen": -253.71551513671875,
"logps/rejected": -245.14794921875,
"loss": 0.2049,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.4205713272094727,
"rewards/margins": 1.4892207384109497,
"rewards/rejected": -3.909791946411133,
"step": 177
},
{
"epoch": 0.7911111111111111,
"grad_norm": 0.9361621141433716,
"learning_rate": 3.543098500041906e-05,
"logits/chosen": 2.1984782218933105,
"logits/rejected": 2.0851023197174072,
"logps/chosen": -280.2938537597656,
"logps/rejected": -311.8728332519531,
"loss": 0.0635,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.518353283405304,
"rewards/margins": 2.7252793312072754,
"rewards/rejected": -2.206925868988037,
"step": 178
},
{
"epoch": 0.7955555555555556,
"grad_norm": 35.653995513916016,
"learning_rate": 3.526354559866113e-05,
"logits/chosen": 2.0546839237213135,
"logits/rejected": 2.004641532897949,
"logps/chosen": -270.5155334472656,
"logps/rejected": -285.1980285644531,
"loss": 3.7422,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.489393711090088,
"rewards/margins": -3.35947322845459,
"rewards/rejected": -0.1299205720424652,
"step": 179
},
{
"epoch": 0.8,
"grad_norm": 21.546016693115234,
"learning_rate": 3.509555062605121e-05,
"logits/chosen": 2.0889358520507812,
"logits/rejected": 2.1452298164367676,
"logps/chosen": -404.2633056640625,
"logps/rejected": -504.6707458496094,
"loss": 0.8305,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.7308120727539062,
"rewards/margins": 0.4282197952270508,
"rewards/rejected": -4.159031867980957,
"step": 180
},
{
"epoch": 0.8,
"eval_logits/chosen": 2.1556396484375,
"eval_logits/rejected": 2.1094348430633545,
"eval_logps/chosen": -310.0359191894531,
"eval_logps/rejected": -357.9092712402344,
"eval_loss": 0.4349474012851715,
"eval_rewards/accuracies": 0.7857142686843872,
"eval_rewards/chosen": -1.9743303060531616,
"eval_rewards/margins": 2.2349183559417725,
"eval_rewards/rejected": -4.2092485427856445,
"eval_runtime": 17.3856,
"eval_samples_per_second": 2.876,
"eval_steps_per_second": 0.403,
"step": 180
},
{
"epoch": 0.8044444444444444,
"grad_norm": 1.8578166961669922,
"learning_rate": 3.492700917624113e-05,
"logits/chosen": 1.87994384765625,
"logits/rejected": 1.8280099630355835,
"logps/chosen": -235.28530883789062,
"logps/rejected": -234.61431884765625,
"loss": 0.1254,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.8087150454521179,
"rewards/margins": 2.258847236633301,
"rewards/rejected": -3.0675621032714844,
"step": 181
},
{
"epoch": 0.8088888888888889,
"grad_norm": 1.5471972227096558,
"learning_rate": 3.4757930372463775e-05,
"logits/chosen": 1.9977684020996094,
"logits/rejected": 1.8153365850448608,
"logps/chosen": -311.0814208984375,
"logps/rejected": -285.3901672363281,
"loss": 0.0704,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.35354921221733093,
"rewards/margins": 2.717729091644287,
"rewards/rejected": -2.364180088043213,
"step": 182
},
{
"epoch": 0.8133333333333334,
"grad_norm": 32.15199279785156,
"learning_rate": 3.458832336703929e-05,
"logits/chosen": 1.8522934913635254,
"logits/rejected": 1.7468159198760986,
"logps/chosen": -580.458740234375,
"logps/rejected": -361.63299560546875,
"loss": 4.9968,
"rewards/accuracies": 0.5,
"rewards/chosen": -10.116351127624512,
"rewards/margins": -4.255195617675781,
"rewards/rejected": -5.8611555099487305,
"step": 183
},
{
"epoch": 0.8177777777777778,
"grad_norm": 21.2011661529541,
"learning_rate": 3.4418197340879635e-05,
"logits/chosen": 2.1630630493164062,
"logits/rejected": 2.1617729663848877,
"logps/chosen": -496.76910400390625,
"logps/rejected": -401.410888671875,
"loss": 2.7916,
"rewards/accuracies": 0.0,
"rewards/chosen": -6.106187343597412,
"rewards/margins": -2.5850629806518555,
"rewards/rejected": -3.5211243629455566,
"step": 184
},
{
"epoch": 0.8222222222222222,
"grad_norm": 3.49141263961792,
"learning_rate": 3.4247561502991604e-05,
"logits/chosen": 2.1068267822265625,
"logits/rejected": 2.1182143688201904,
"logps/chosen": -385.7279052734375,
"logps/rejected": -520.2858276367188,
"loss": 0.2494,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.5602035522460938,
"rewards/margins": 3.892549991607666,
"rewards/rejected": -7.45275354385376,
"step": 185
},
{
"epoch": 0.8266666666666667,
"grad_norm": 10.206978797912598,
"learning_rate": 3.407642508997838e-05,
"logits/chosen": 1.9911150932312012,
"logits/rejected": 1.9793498516082764,
"logps/chosen": -355.60675048828125,
"logps/rejected": -286.39141845703125,
"loss": 0.5621,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.6045563220977783,
"rewards/margins": 0.29973304271698,
"rewards/rejected": -3.9042892456054688,
"step": 186
},
{
"epoch": 0.8311111111111111,
"grad_norm": 3.9811224937438965,
"learning_rate": 3.3904797365539514e-05,
"logits/chosen": 1.9419519901275635,
"logits/rejected": 1.943634033203125,
"logps/chosen": -345.35076904296875,
"logps/rejected": -388.5447998046875,
"loss": 0.3847,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.5699470639228821,
"rewards/margins": 2.5326507091522217,
"rewards/rejected": -1.9627037048339844,
"step": 187
},
{
"epoch": 0.8355555555555556,
"grad_norm": 7.058280944824219,
"learning_rate": 3.37326876199695e-05,
"logits/chosen": 2.377598524093628,
"logits/rejected": 2.3797459602355957,
"logps/chosen": -341.9767150878906,
"logps/rejected": -513.3931884765625,
"loss": 0.197,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.686824083328247,
"rewards/margins": 2.547370672225952,
"rewards/rejected": -4.234194755554199,
"step": 188
},
{
"epoch": 0.84,
"grad_norm": 1.5856622457504272,
"learning_rate": 3.356010516965486e-05,
"logits/chosen": 1.8028912544250488,
"logits/rejected": 1.8407230377197266,
"logps/chosen": -206.43429565429688,
"logps/rejected": -305.61212158203125,
"loss": 0.1631,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.5213749408721924,
"rewards/margins": 4.116602420806885,
"rewards/rejected": -3.5952274799346924,
"step": 189
},
{
"epoch": 0.8444444444444444,
"grad_norm": 9.480084419250488,
"learning_rate": 3.3387059356569875e-05,
"logits/chosen": 2.0444135665893555,
"logits/rejected": 2.0769548416137695,
"logps/chosen": -260.6351318359375,
"logps/rejected": -255.31646728515625,
"loss": 1.054,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.5492042303085327,
"rewards/margins": -0.4221389889717102,
"rewards/rejected": 0.9713432192802429,
"step": 190
},
{
"epoch": 0.8488888888888889,
"grad_norm": 5.375828742980957,
"learning_rate": 3.321355954777087e-05,
"logits/chosen": 2.0929622650146484,
"logits/rejected": 2.0118932723999023,
"logps/chosen": -271.47088623046875,
"logps/rejected": -324.151123046875,
"loss": 0.3697,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.7393569946289062,
"rewards/margins": 1.4251999855041504,
"rewards/rejected": -2.1645569801330566,
"step": 191
},
{
"epoch": 0.8533333333333334,
"grad_norm": 11.164929389953613,
"learning_rate": 3.3039615134889206e-05,
"logits/chosen": 2.168374538421631,
"logits/rejected": 2.050518035888672,
"logps/chosen": -425.24169921875,
"logps/rejected": -436.30914306640625,
"loss": 0.9201,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.633542060852051,
"rewards/margins": -0.2216278314590454,
"rewards/rejected": -2.411914110183716,
"step": 192
},
{
"epoch": 0.8577777777777778,
"grad_norm": 12.873815536499023,
"learning_rate": 3.286523553362287e-05,
"logits/chosen": 2.097388505935669,
"logits/rejected": 2.0157864093780518,
"logps/chosen": -274.7909851074219,
"logps/rejected": -251.3322296142578,
"loss": 1.2622,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.8827362060546875,
"rewards/margins": 0.5675584077835083,
"rewards/rejected": -2.4502944946289062,
"step": 193
},
{
"epoch": 0.8622222222222222,
"grad_norm": 8.37449836730957,
"learning_rate": 3.269043018322681e-05,
"logits/chosen": 2.1862282752990723,
"logits/rejected": 2.087134838104248,
"logps/chosen": -295.71875,
"logps/rejected": -301.2806396484375,
"loss": 0.4823,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.7563506960868835,
"rewards/margins": 2.514920234680176,
"rewards/rejected": -3.271270751953125,
"step": 194
},
{
"epoch": 0.8666666666666667,
"grad_norm": 6.452545642852783,
"learning_rate": 3.2515208546002e-05,
"logits/chosen": 1.9793057441711426,
"logits/rejected": 2.004866600036621,
"logps/chosen": -242.0079803466797,
"logps/rejected": -277.5906677246094,
"loss": 0.4756,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.457282304763794,
"rewards/margins": 1.3829689025878906,
"rewards/rejected": -2.8402512073516846,
"step": 195
},
{
"epoch": 0.8711111111111111,
"grad_norm": 25.117042541503906,
"learning_rate": 3.233958010678322e-05,
"logits/chosen": 2.0711257457733154,
"logits/rejected": 2.1235086917877197,
"logps/chosen": -509.37188720703125,
"logps/rejected": -579.4296875,
"loss": 0.7721,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.672909736633301,
"rewards/margins": 1.30540931224823,
"rewards/rejected": -5.97831916809082,
"step": 196
},
{
"epoch": 0.8755555555555555,
"grad_norm": 2.4943253993988037,
"learning_rate": 3.216355437242564e-05,
"logits/chosen": 2.0617835521698,
"logits/rejected": 2.025505781173706,
"logps/chosen": -224.05841064453125,
"logps/rejected": -297.93768310546875,
"loss": 0.1517,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.27078327536582947,
"rewards/margins": 1.8932006359100342,
"rewards/rejected": -2.1639838218688965,
"step": 197
},
{
"epoch": 0.88,
"grad_norm": 1.4619039297103882,
"learning_rate": 3.1987140871290236e-05,
"logits/chosen": 1.9786646366119385,
"logits/rejected": 1.9430062770843506,
"logps/chosen": -194.2051544189453,
"logps/rejected": -184.22048950195312,
"loss": 0.1253,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.5335159301757812,
"rewards/margins": 2.0488877296447754,
"rewards/rejected": -1.5153717994689941,
"step": 198
},
{
"epoch": 0.8844444444444445,
"grad_norm": 7.211589336395264,
"learning_rate": 3.181034915272797e-05,
"logits/chosen": 2.10782527923584,
"logits/rejected": 2.206753730773926,
"logps/chosen": -336.33038330078125,
"logps/rejected": -462.14654541015625,
"loss": 0.8607,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.9421745538711548,
"rewards/margins": 3.117570161819458,
"rewards/rejected": -4.059744358062744,
"step": 199
},
{
"epoch": 0.8888888888888888,
"grad_norm": 2.614577054977417,
"learning_rate": 3.1633188786562914e-05,
"logits/chosen": 1.9760353565216064,
"logits/rejected": 1.902787685394287,
"logps/chosen": -248.97714233398438,
"logps/rejected": -256.932861328125,
"loss": 0.282,
"rewards/accuracies": 1.0,
"rewards/chosen": 1.1982636451721191,
"rewards/margins": 2.316314697265625,
"rewards/rejected": -1.1180511713027954,
"step": 200
},
{
"epoch": 0.8933333333333333,
"grad_norm": 10.176268577575684,
"learning_rate": 3.1455669362574214e-05,
"logits/chosen": 1.9834389686584473,
"logits/rejected": 1.794731855392456,
"logps/chosen": -350.74102783203125,
"logps/rejected": -293.0185241699219,
"loss": 0.6404,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.7628203630447388,
"rewards/margins": 2.335862159729004,
"rewards/rejected": -4.098682403564453,
"step": 201
},
{
"epoch": 0.8977777777777778,
"grad_norm": 1.9432324171066284,
"learning_rate": 3.1277800489977e-05,
"logits/chosen": 1.688536286354065,
"logits/rejected": 1.688530445098877,
"logps/chosen": -238.6612548828125,
"logps/rejected": -331.52606201171875,
"loss": 0.1152,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.12506788969039917,
"rewards/margins": 3.6676583290100098,
"rewards/rejected": -3.542590618133545,
"step": 202
},
{
"epoch": 0.9022222222222223,
"grad_norm": 1.8283239603042603,
"learning_rate": 3.1099591796902215e-05,
"logits/chosen": 2.159648895263672,
"logits/rejected": 2.12233567237854,
"logps/chosen": -421.9817199707031,
"logps/rejected": -420.61663818359375,
"loss": 0.0986,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.661656141281128,
"rewards/margins": 2.6688404083251953,
"rewards/rejected": -6.330496311187744,
"step": 203
},
{
"epoch": 0.9066666666666666,
"grad_norm": 17.021015167236328,
"learning_rate": 3.092105292987548e-05,
"logits/chosen": 1.7743968963623047,
"logits/rejected": 1.7986412048339844,
"logps/chosen": -164.3032989501953,
"logps/rejected": -203.1534881591797,
"loss": 1.8414,
"rewards/accuracies": 0.0,
"rewards/chosen": -3.1501376628875732,
"rewards/margins": -1.529021143913269,
"rewards/rejected": -1.6211166381835938,
"step": 204
},
{
"epoch": 0.9111111111111111,
"grad_norm": 12.92226791381836,
"learning_rate": 3.07421935532949e-05,
"logits/chosen": 1.701080083847046,
"logits/rejected": 1.747081995010376,
"logps/chosen": -134.5420379638672,
"logps/rejected": -180.4077911376953,
"loss": 0.7422,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.9285032749176025,
"rewards/margins": 0.21163922548294067,
"rewards/rejected": -2.1401424407958984,
"step": 205
},
{
"epoch": 0.9155555555555556,
"grad_norm": 12.34039306640625,
"learning_rate": 3.056302334890786e-05,
"logits/chosen": 2.1032023429870605,
"logits/rejected": 2.1539621353149414,
"logps/chosen": -291.208984375,
"logps/rejected": -335.7510986328125,
"loss": 0.5075,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.06739044934511185,
"rewards/margins": 1.4255584478378296,
"rewards/rejected": -1.3581680059432983,
"step": 206
},
{
"epoch": 0.92,
"grad_norm": 0.44443604350090027,
"learning_rate": 3.03835520152871e-05,
"logits/chosen": 2.3766026496887207,
"logits/rejected": 2.2064499855041504,
"logps/chosen": -357.09075927734375,
"logps/rejected": -521.0325927734375,
"loss": 0.0117,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.4761963188648224,
"rewards/margins": 5.920969009399414,
"rewards/rejected": -6.397165298461914,
"step": 207
},
{
"epoch": 0.9244444444444444,
"grad_norm": 1.3140870332717896,
"learning_rate": 3.0203789267305567e-05,
"logits/chosen": 2.188861131668091,
"logits/rejected": 2.1991310119628906,
"logps/chosen": -318.3990783691406,
"logps/rejected": -407.42578125,
"loss": 0.179,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.08726167678833,
"rewards/margins": 3.1875786781311035,
"rewards/rejected": -4.274840354919434,
"step": 208
},
{
"epoch": 0.9288888888888889,
"grad_norm": 12.631479263305664,
"learning_rate": 3.002374483561064e-05,
"logits/chosen": 2.1044745445251465,
"logits/rejected": 2.079122543334961,
"logps/chosen": -422.732421875,
"logps/rejected": -583.081298828125,
"loss": 0.3081,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.848828077316284,
"rewards/margins": 4.261569499969482,
"rewards/rejected": -7.1103973388671875,
"step": 209
},
{
"epoch": 0.9333333333333333,
"grad_norm": 17.813030242919922,
"learning_rate": 2.9843428466097385e-05,
"logits/chosen": 2.1924643516540527,
"logits/rejected": 2.1515285968780518,
"logps/chosen": -404.7247314453125,
"logps/rejected": -385.24407958984375,
"loss": 1.7449,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.990626335144043,
"rewards/margins": -0.6515921354293823,
"rewards/rejected": -3.33903431892395,
"step": 210
},
{
"epoch": 0.9377777777777778,
"grad_norm": 3.6667134761810303,
"learning_rate": 2.9662849919380976e-05,
"logits/chosen": 1.874267339706421,
"logits/rejected": 1.896430492401123,
"logps/chosen": -279.3658447265625,
"logps/rejected": -271.2750244140625,
"loss": 0.4278,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.9690204858779907,
"rewards/margins": 2.050572633743286,
"rewards/rejected": -3.0195930004119873,
"step": 211
},
{
"epoch": 0.9422222222222222,
"grad_norm": 21.304107666015625,
"learning_rate": 2.9482018970268393e-05,
"logits/chosen": 2.03654408454895,
"logits/rejected": 2.1858012676239014,
"logps/chosen": -307.8687744140625,
"logps/rejected": -392.89447021484375,
"loss": 1.358,
"rewards/accuracies": 0.0,
"rewards/chosen": -3.445587158203125,
"rewards/margins": -1.0587692260742188,
"rewards/rejected": -2.3868179321289062,
"step": 212
},
{
"epoch": 0.9466666666666667,
"grad_norm": 2.9452733993530273,
"learning_rate": 2.930094540722927e-05,
"logits/chosen": 2.1484179496765137,
"logits/rejected": 2.2047171592712402,
"logps/chosen": -240.11737060546875,
"logps/rejected": -360.74237060546875,
"loss": 0.1765,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.6234557628631592,
"rewards/margins": 1.6575775146484375,
"rewards/rejected": -3.2810332775115967,
"step": 213
},
{
"epoch": 0.9511111111111111,
"grad_norm": 22.092178344726562,
"learning_rate": 2.911963903186606e-05,
"logits/chosen": 2.0055017471313477,
"logits/rejected": 1.9135019779205322,
"logps/chosen": -241.86856079101562,
"logps/rejected": -239.4849395751953,
"loss": 1.1702,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.504570722579956,
"rewards/margins": -0.4858473837375641,
"rewards/rejected": -1.0187233686447144,
"step": 214
},
{
"epoch": 0.9555555555555556,
"grad_norm": 0.4408101439476013,
"learning_rate": 2.8938109658383454e-05,
"logits/chosen": 2.263948440551758,
"logits/rejected": 2.16243314743042,
"logps/chosen": -397.47772216796875,
"logps/rejected": -574.7552490234375,
"loss": 0.0163,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.030035376548767,
"rewards/margins": 8.122578620910645,
"rewards/rejected": -9.152613639831543,
"step": 215
},
{
"epoch": 0.96,
"grad_norm": 0.1885669231414795,
"learning_rate": 2.8756367113057148e-05,
"logits/chosen": 2.174750566482544,
"logits/rejected": 2.1712284088134766,
"logps/chosen": -379.27142333984375,
"logps/rejected": -556.3659057617188,
"loss": 0.0058,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.10250397026538849,
"rewards/margins": 6.272984504699707,
"rewards/rejected": -6.170480728149414,
"step": 216
},
{
"epoch": 0.9644444444444444,
"grad_norm": 2.534093141555786,
"learning_rate": 2.857442123370195e-05,
"logits/chosen": 1.986964225769043,
"logits/rejected": 1.985724925994873,
"logps/chosen": -314.1033020019531,
"logps/rejected": -273.2991943359375,
"loss": 0.3304,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.2605462074279785,
"rewards/margins": 1.8220291137695312,
"rewards/rejected": -3.0825753211975098,
"step": 217
},
{
"epoch": 0.9688888888888889,
"grad_norm": 9.718185424804688,
"learning_rate": 2.8392281869139213e-05,
"logits/chosen": 2.056429386138916,
"logits/rejected": 2.060886859893799,
"logps/chosen": -310.82916259765625,
"logps/rejected": -361.8159484863281,
"loss": 0.8212,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.2504210472106934,
"rewards/margins": 2.31430721282959,
"rewards/rejected": -4.564728736877441,
"step": 218
},
{
"epoch": 0.9733333333333334,
"grad_norm": 13.960983276367188,
"learning_rate": 2.8209958878663778e-05,
"logits/chosen": 2.2462310791015625,
"logits/rejected": 2.28263521194458,
"logps/chosen": -465.261474609375,
"logps/rejected": -421.1733093261719,
"loss": 0.728,
"rewards/accuracies": 0.5,
"rewards/chosen": -5.611042022705078,
"rewards/margins": -0.04042929410934448,
"rewards/rejected": -5.570612907409668,
"step": 219
},
{
"epoch": 0.9777777777777777,
"grad_norm": 9.203478813171387,
"learning_rate": 2.8027462131510208e-05,
"logits/chosen": 1.9416842460632324,
"logits/rejected": 1.7857491970062256,
"logps/chosen": -345.6712646484375,
"logps/rejected": -251.47076416015625,
"loss": 0.8191,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.3168740272521973,
"rewards/margins": -0.017238736152648926,
"rewards/rejected": -3.299635410308838,
"step": 220
},
{
"epoch": 0.9822222222222222,
"grad_norm": 1.7355222702026367,
"learning_rate": 2.7844801506318617e-05,
"logits/chosen": 2.240471363067627,
"logits/rejected": 2.2063498497009277,
"logps/chosen": -328.5857238769531,
"logps/rejected": -420.4921875,
"loss": 0.0914,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.8121414184570312,
"rewards/margins": 2.7087008953094482,
"rewards/rejected": -4.5208420753479,
"step": 221
},
{
"epoch": 0.9866666666666667,
"grad_norm": 1.7263237237930298,
"learning_rate": 2.7661986890599943e-05,
"logits/chosen": 1.7395219802856445,
"logits/rejected": 1.784384846687317,
"logps/chosen": -214.15451049804688,
"logps/rejected": -284.48638916015625,
"loss": 0.3769,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.4917289614677429,
"rewards/margins": 2.53422212600708,
"rewards/rejected": -3.0259511470794678,
"step": 222
},
{
"epoch": 0.9911111111111112,
"grad_norm": 2.090808629989624,
"learning_rate": 2.747902818020067e-05,
"logits/chosen": 2.032662868499756,
"logits/rejected": 1.8991634845733643,
"logps/chosen": -398.57904052734375,
"logps/rejected": -394.4957275390625,
"loss": 0.0918,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.1145386695861816,
"rewards/margins": 2.4051780700683594,
"rewards/rejected": -5.519716739654541,
"step": 223
},
{
"epoch": 0.9955555555555555,
"grad_norm": 0.48346611857414246,
"learning_rate": 2.7295935278767233e-05,
"logits/chosen": 2.2755024433135986,
"logits/rejected": 2.3426759243011475,
"logps/chosen": -392.48272705078125,
"logps/rejected": -447.3723449707031,
"loss": 0.0161,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.353735327720642,
"rewards/margins": 4.4421586990356445,
"rewards/rejected": -5.795893669128418,
"step": 224
},
{
"epoch": 1.0,
"grad_norm": 19.339488983154297,
"learning_rate": 2.711271809720986e-05,
"logits/chosen": 2.270242214202881,
"logits/rejected": 2.0706443786621094,
"logps/chosen": -485.1645202636719,
"logps/rejected": -381.00018310546875,
"loss": 1.2152,
"rewards/accuracies": 0.0,
"rewards/chosen": -3.213038682937622,
"rewards/margins": -0.8432999849319458,
"rewards/rejected": -2.369738817214966,
"step": 225
},
{
"epoch": 1.0,
"eval_logits/chosen": 2.1288914680480957,
"eval_logits/rejected": 2.083587408065796,
"eval_logps/chosen": -313.3813781738281,
"eval_logps/rejected": -365.7991027832031,
"eval_loss": 0.4423667788505554,
"eval_rewards/accuracies": 0.8214285969734192,
"eval_rewards/chosen": -2.3088743686676025,
"eval_rewards/margins": 2.689358949661255,
"eval_rewards/rejected": -4.998233318328857,
"eval_runtime": 17.388,
"eval_samples_per_second": 2.876,
"eval_steps_per_second": 0.403,
"step": 225
},
{
"epoch": 1.0044444444444445,
"grad_norm": 1.6202038526535034,
"learning_rate": 2.6929386553166164e-05,
"logits/chosen": 2.034777879714966,
"logits/rejected": 1.9399088621139526,
"logps/chosen": -270.7170104980469,
"logps/rejected": -321.8533020019531,
"loss": 0.0773,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.10045319050550461,
"rewards/margins": 4.125720977783203,
"rewards/rejected": -4.226174354553223,
"step": 226
},
{
"epoch": 1.008888888888889,
"grad_norm": 0.899365246295929,
"learning_rate": 2.6745950570464212e-05,
"logits/chosen": 1.856791377067566,
"logits/rejected": 1.838975429534912,
"logps/chosen": -187.313720703125,
"logps/rejected": -206.15573120117188,
"loss": 0.1061,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.18259316682815552,
"rewards/margins": 2.7951650619506836,
"rewards/rejected": -2.9777581691741943,
"step": 227
},
{
"epoch": 1.0133333333333334,
"grad_norm": 24.894893646240234,
"learning_rate": 2.6562420078585433e-05,
"logits/chosen": 2.2783782482147217,
"logits/rejected": 2.3907415866851807,
"logps/chosen": -562.4542846679688,
"logps/rejected": -450.45098876953125,
"loss": 2.5241,
"rewards/accuracies": 0.5,
"rewards/chosen": -8.394607543945312,
"rewards/margins": -0.29980039596557617,
"rewards/rejected": -8.094807624816895,
"step": 228
},
{
"epoch": 1.0177777777777777,
"grad_norm": 10.114426612854004,
"learning_rate": 2.637880501212705e-05,
"logits/chosen": 2.3603391647338867,
"logits/rejected": 2.353978157043457,
"logps/chosen": -342.9703674316406,
"logps/rejected": -352.3290710449219,
"loss": 0.623,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.0490471124649048,
"rewards/margins": 2.3047902584075928,
"rewards/rejected": -3.353837490081787,
"step": 229
},
{
"epoch": 1.0222222222222221,
"grad_norm": 0.2897517681121826,
"learning_rate": 2.619511531026436e-05,
"logits/chosen": 2.2957711219787598,
"logits/rejected": 2.2823054790496826,
"logps/chosen": -380.21844482421875,
"logps/rejected": -504.15045166015625,
"loss": 0.0094,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.6248611211776733,
"rewards/margins": 6.897383213043213,
"rewards/rejected": -7.522244453430176,
"step": 230
},
{
"epoch": 1.0266666666666666,
"grad_norm": 1.0437899827957153,
"learning_rate": 2.6011360916212734e-05,
"logits/chosen": 2.2502756118774414,
"logits/rejected": 2.169267177581787,
"logps/chosen": -248.31495666503906,
"logps/rejected": -254.9483642578125,
"loss": 0.0581,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.568634033203125,
"rewards/margins": 2.8449950218200684,
"rewards/rejected": -2.2763609886169434,
"step": 231
},
{
"epoch": 1.031111111111111,
"grad_norm": 2.103546142578125,
"learning_rate": 2.5827551776689323e-05,
"logits/chosen": 1.5411741733551025,
"logits/rejected": 1.4888989925384521,
"logps/chosen": -151.44955444335938,
"logps/rejected": -160.1112518310547,
"loss": 0.14,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.6025131344795227,
"rewards/margins": 2.4829578399658203,
"rewards/rejected": -3.0854709148406982,
"step": 232
},
{
"epoch": 1.0355555555555556,
"grad_norm": 2.739473581314087,
"learning_rate": 2.564369784137472e-05,
"logits/chosen": 1.7263026237487793,
"logits/rejected": 1.783945083618164,
"logps/chosen": -234.08197021484375,
"logps/rejected": -273.28668212890625,
"loss": 0.2093,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.8093013763427734,
"rewards/margins": 2.4584481716156006,
"rewards/rejected": -3.267749547958374,
"step": 233
},
{
"epoch": 1.04,
"grad_norm": 3.7832846641540527,
"learning_rate": 2.54598090623743e-05,
"logits/chosen": 1.8052504062652588,
"logits/rejected": 1.766016960144043,
"logps/chosen": -296.1597900390625,
"logps/rejected": -256.9058532714844,
"loss": 0.3296,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.5597388744354248,
"rewards/margins": 0.9551147222518921,
"rewards/rejected": -2.5148537158966064,
"step": 234
},
{
"epoch": 1.0444444444444445,
"grad_norm": 2.446428060531616,
"learning_rate": 2.527589539367956e-05,
"logits/chosen": 2.325028896331787,
"logits/rejected": 2.232288360595703,
"logps/chosen": -376.904052734375,
"logps/rejected": -400.5955505371094,
"loss": 0.0538,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.687849521636963,
"rewards/margins": 3.5299012660980225,
"rewards/rejected": -7.217750549316406,
"step": 235
},
{
"epoch": 1.048888888888889,
"grad_norm": 0.11488201469182968,
"learning_rate": 2.50919667906293e-05,
"logits/chosen": 1.7712184190750122,
"logits/rejected": 1.815232515335083,
"logps/chosen": -246.863037109375,
"logps/rejected": -351.25238037109375,
"loss": 0.0054,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.2323249876499176,
"rewards/margins": 5.702582359313965,
"rewards/rejected": -5.93490743637085,
"step": 236
},
{
"epoch": 1.0533333333333332,
"grad_norm": 0.46934670209884644,
"learning_rate": 2.4908033209370705e-05,
"logits/chosen": 2.1205997467041016,
"logits/rejected": 2.0082976818084717,
"logps/chosen": -443.21771240234375,
"logps/rejected": -437.1765441894531,
"loss": 0.0109,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.834454357624054,
"rewards/margins": 6.396831512451172,
"rewards/rejected": -7.23128604888916,
"step": 237
},
{
"epoch": 1.0577777777777777,
"grad_norm": 0.6756075620651245,
"learning_rate": 2.4724104606320445e-05,
"logits/chosen": 2.1717934608459473,
"logits/rejected": 2.1605606079101562,
"logps/chosen": -349.8464050292969,
"logps/rejected": -456.8037109375,
"loss": 0.0355,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.42097780108451843,
"rewards/margins": 6.1533660888671875,
"rewards/rejected": -6.574343681335449,
"step": 238
},
{
"epoch": 1.0622222222222222,
"grad_norm": 0.5172697901725769,
"learning_rate": 2.4540190937625708e-05,
"logits/chosen": 2.2337419986724854,
"logits/rejected": 2.2302417755126953,
"logps/chosen": -269.57037353515625,
"logps/rejected": -465.9024658203125,
"loss": 0.0192,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.4147706031799316,
"rewards/margins": 4.075361728668213,
"rewards/rejected": -5.4901323318481445,
"step": 239
},
{
"epoch": 1.0666666666666667,
"grad_norm": 0.2905597984790802,
"learning_rate": 2.4356302158625288e-05,
"logits/chosen": 2.1833200454711914,
"logits/rejected": 2.207943916320801,
"logps/chosen": -326.02178955078125,
"logps/rejected": -411.3348388671875,
"loss": 0.012,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.16143493354320526,
"rewards/margins": 5.066305637359619,
"rewards/rejected": -4.904870510101318,
"step": 240
},
{
"epoch": 1.0711111111111111,
"grad_norm": 0.2205185443162918,
"learning_rate": 2.4172448223310682e-05,
"logits/chosen": 1.7023603916168213,
"logits/rejected": 1.5953627824783325,
"logps/chosen": -170.35665893554688,
"logps/rejected": -241.34259033203125,
"loss": 0.0123,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.1372658014297485,
"rewards/margins": 4.4668803215026855,
"rewards/rejected": -5.6041460037231445,
"step": 241
},
{
"epoch": 1.0755555555555556,
"grad_norm": 0.5335175395011902,
"learning_rate": 2.3988639083787272e-05,
"logits/chosen": 1.9782161712646484,
"logits/rejected": 1.9465917348861694,
"logps/chosen": -299.92816162109375,
"logps/rejected": -304.3218994140625,
"loss": 0.0304,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.17397230863571167,
"rewards/margins": 3.7744734287261963,
"rewards/rejected": -3.600501298904419,
"step": 242
},
{
"epoch": 1.08,
"grad_norm": 9.141175270080566,
"learning_rate": 2.3804884689735642e-05,
"logits/chosen": 2.1661500930786133,
"logits/rejected": 2.1720974445343018,
"logps/chosen": -267.519775390625,
"logps/rejected": -319.2179260253906,
"loss": 0.4535,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.1500840187072754,
"rewards/margins": 3.123685598373413,
"rewards/rejected": -4.273769378662109,
"step": 243
},
{
"epoch": 1.0844444444444445,
"grad_norm": 0.07122190296649933,
"learning_rate": 2.3621194987872955e-05,
"logits/chosen": 2.0959739685058594,
"logits/rejected": 1.9889600276947021,
"logps/chosen": -352.41363525390625,
"logps/rejected": -451.14453125,
"loss": 0.0028,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.7250168323516846,
"rewards/margins": 7.163854598999023,
"rewards/rejected": -6.438838005065918,
"step": 244
},
{
"epoch": 1.0888888888888888,
"grad_norm": 6.129761695861816,
"learning_rate": 2.3437579921414573e-05,
"logits/chosen": 2.127330780029297,
"logits/rejected": 1.9886295795440674,
"logps/chosen": -403.7293701171875,
"logps/rejected": -486.6906433105469,
"loss": 0.2336,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.07745209336280823,
"rewards/margins": 5.993661403656006,
"rewards/rejected": -6.071113586425781,
"step": 245
},
{
"epoch": 1.0933333333333333,
"grad_norm": 32.1196174621582,
"learning_rate": 2.325404942953579e-05,
"logits/chosen": 1.87540864944458,
"logits/rejected": 1.9732717275619507,
"logps/chosen": -407.6719665527344,
"logps/rejected": -368.49078369140625,
"loss": 5.0416,
"rewards/accuracies": 0.0,
"rewards/chosen": -7.963120937347412,
"rewards/margins": -4.95430850982666,
"rewards/rejected": -3.00881290435791,
"step": 246
},
{
"epoch": 1.0977777777777777,
"grad_norm": 0.005643940530717373,
"learning_rate": 2.3070613446833842e-05,
"logits/chosen": 2.0901176929473877,
"logits/rejected": 2.1729612350463867,
"logps/chosen": -399.19500732421875,
"logps/rejected": -582.9959716796875,
"loss": 0.0001,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.139540195465088,
"rewards/margins": 9.500133514404297,
"rewards/rejected": -11.639673233032227,
"step": 247
},
{
"epoch": 1.1022222222222222,
"grad_norm": 13.798872947692871,
"learning_rate": 2.288728190279014e-05,
"logits/chosen": 2.2860894203186035,
"logits/rejected": 2.2638816833496094,
"logps/chosen": -482.7290954589844,
"logps/rejected": -440.7649230957031,
"loss": 1.9496,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.7536072731018066,
"rewards/margins": 3.122256278991699,
"rewards/rejected": -5.875863552093506,
"step": 248
},
{
"epoch": 1.1066666666666667,
"grad_norm": 0.43348434567451477,
"learning_rate": 2.270406472123277e-05,
"logits/chosen": 2.0960116386413574,
"logits/rejected": 2.1119589805603027,
"logps/chosen": -236.1478271484375,
"logps/rejected": -304.01947021484375,
"loss": 0.0264,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.2858787775039673,
"rewards/margins": 3.6734910011291504,
"rewards/rejected": -3.959369659423828,
"step": 249
},
{
"epoch": 1.1111111111111112,
"grad_norm": 3.9212396144866943,
"learning_rate": 2.2520971819799328e-05,
"logits/chosen": 2.0135841369628906,
"logits/rejected": 1.9526537656784058,
"logps/chosen": -181.21868896484375,
"logps/rejected": -253.9673614501953,
"loss": 0.2664,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.40475767850875854,
"rewards/margins": 1.227912187576294,
"rewards/rejected": -1.6326699256896973,
"step": 250
},
{
"epoch": 1.1155555555555556,
"grad_norm": 1.6736501455307007,
"learning_rate": 2.2338013109400056e-05,
"logits/chosen": 2.3246517181396484,
"logits/rejected": 2.323885679244995,
"logps/chosen": -365.00140380859375,
"logps/rejected": -421.6229553222656,
"loss": 0.0485,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.9462188482284546,
"rewards/margins": 4.564491271972656,
"rewards/rejected": -3.618272542953491,
"step": 251
},
{
"epoch": 1.12,
"grad_norm": 20.39493179321289,
"learning_rate": 2.215519849368138e-05,
"logits/chosen": 2.3385281562805176,
"logits/rejected": 2.2685837745666504,
"logps/chosen": -561.4131469726562,
"logps/rejected": -440.8316955566406,
"loss": 0.8448,
"rewards/accuracies": 0.5,
"rewards/chosen": -7.6562395095825195,
"rewards/margins": -0.15807795524597168,
"rewards/rejected": -7.498161315917969,
"step": 252
},
{
"epoch": 1.1244444444444444,
"grad_norm": 0.006911400239914656,
"learning_rate": 2.1972537868489797e-05,
"logits/chosen": 2.0427744388580322,
"logits/rejected": 2.068326473236084,
"logps/chosen": -424.22393798828125,
"logps/rejected": -637.6040649414062,
"loss": 0.0001,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.107600450515747,
"rewards/margins": 11.686300277709961,
"rewards/rejected": -13.793901443481445,
"step": 253
},
{
"epoch": 1.1288888888888888,
"grad_norm": 9.414591789245605,
"learning_rate": 2.1790041121336225e-05,
"logits/chosen": 1.8931891918182373,
"logits/rejected": 1.7515565156936646,
"logps/chosen": -474.2149353027344,
"logps/rejected": -366.8948059082031,
"loss": 0.4807,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.580873012542725,
"rewards/margins": 0.6344245672225952,
"rewards/rejected": -5.215297698974609,
"step": 254
},
{
"epoch": 1.1333333333333333,
"grad_norm": 0.31954923272132874,
"learning_rate": 2.1607718130860782e-05,
"logits/chosen": 2.2394070625305176,
"logits/rejected": 2.203941822052002,
"logps/chosen": -317.05987548828125,
"logps/rejected": -365.3947448730469,
"loss": 0.0186,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.9734389781951904,
"rewards/margins": 4.665194988250732,
"rewards/rejected": -5.638634204864502,
"step": 255
},
{
"epoch": 1.1377777777777778,
"grad_norm": 0.7436378598213196,
"learning_rate": 2.142557876629805e-05,
"logits/chosen": 2.0395288467407227,
"logits/rejected": 2.0879290103912354,
"logps/chosen": -368.682373046875,
"logps/rejected": -483.10504150390625,
"loss": 0.0241,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.940394639968872,
"rewards/margins": 4.465216636657715,
"rewards/rejected": -7.405611038208008,
"step": 256
},
{
"epoch": 1.1422222222222222,
"grad_norm": 0.5857129096984863,
"learning_rate": 2.124363288694285e-05,
"logits/chosen": 2.189476251602173,
"logits/rejected": 2.2042782306671143,
"logps/chosen": -297.9048767089844,
"logps/rejected": -462.4341125488281,
"loss": 0.0125,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.4767074584960938,
"rewards/margins": 5.004980564117432,
"rewards/rejected": -7.481688022613525,
"step": 257
},
{
"epoch": 1.1466666666666667,
"grad_norm": 1.8212025165557861,
"learning_rate": 2.1061890341616558e-05,
"logits/chosen": 2.0773448944091797,
"logits/rejected": 1.953477144241333,
"logps/chosen": -466.6849670410156,
"logps/rejected": -428.0595703125,
"loss": 0.0469,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.071170330047607,
"rewards/margins": 3.6165356636047363,
"rewards/rejected": -8.687705993652344,
"step": 258
},
{
"epoch": 1.1511111111111112,
"grad_norm": 0.49154847860336304,
"learning_rate": 2.0880360968133954e-05,
"logits/chosen": 1.9941173791885376,
"logits/rejected": 1.903878927230835,
"logps/chosen": -443.1854553222656,
"logps/rejected": -469.02886962890625,
"loss": 0.0185,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.136099338531494,
"rewards/margins": 5.983541965484619,
"rewards/rejected": -8.119641304016113,
"step": 259
},
{
"epoch": 1.1555555555555554,
"grad_norm": 0.7263330817222595,
"learning_rate": 2.0699054592770737e-05,
"logits/chosen": 2.341273307800293,
"logits/rejected": 2.2972702980041504,
"logps/chosen": -383.4603271484375,
"logps/rejected": -436.1636962890625,
"loss": 0.0187,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.9301009774208069,
"rewards/margins": 4.749177932739258,
"rewards/rejected": -5.67927885055542,
"step": 260
},
{
"epoch": 1.16,
"grad_norm": 1.4579602479934692,
"learning_rate": 2.0517981029731616e-05,
"logits/chosen": 2.224546432495117,
"logits/rejected": 2.069706916809082,
"logps/chosen": -441.466064453125,
"logps/rejected": -530.3856201171875,
"loss": 0.0534,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.12378081679344177,
"rewards/margins": 5.265193462371826,
"rewards/rejected": -5.388974189758301,
"step": 261
},
{
"epoch": 1.1644444444444444,
"grad_norm": 0.380569189786911,
"learning_rate": 2.0337150080619033e-05,
"logits/chosen": 1.961578130722046,
"logits/rejected": 1.9327723979949951,
"logps/chosen": -419.30328369140625,
"logps/rejected": -416.2418212890625,
"loss": 0.0136,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.4250718355178833,
"rewards/margins": 6.134527683258057,
"rewards/rejected": -7.55959939956665,
"step": 262
},
{
"epoch": 1.1688888888888889,
"grad_norm": 13.600119590759277,
"learning_rate": 2.0156571533902627e-05,
"logits/chosen": 1.979763388633728,
"logits/rejected": 1.8556675910949707,
"logps/chosen": -295.2734069824219,
"logps/rejected": -243.45123291015625,
"loss": 0.5916,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.295403242111206,
"rewards/margins": 0.9111607074737549,
"rewards/rejected": -4.206563949584961,
"step": 263
},
{
"epoch": 1.1733333333333333,
"grad_norm": 16.93592071533203,
"learning_rate": 1.997625516438937e-05,
"logits/chosen": 2.4186158180236816,
"logits/rejected": 2.3498375415802,
"logps/chosen": -611.62841796875,
"logps/rejected": -590.39306640625,
"loss": 0.8758,
"rewards/accuracies": 0.5,
"rewards/chosen": -9.509602546691895,
"rewards/margins": 1.1703383922576904,
"rewards/rejected": -10.679941177368164,
"step": 264
},
{
"epoch": 1.1777777777777778,
"grad_norm": 2.826754331588745,
"learning_rate": 1.9796210732694442e-05,
"logits/chosen": 1.9747998714447021,
"logits/rejected": 1.9943749904632568,
"logps/chosen": -265.30975341796875,
"logps/rejected": -372.72296142578125,
"loss": 0.0875,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.4182487726211548,
"rewards/margins": 4.4431986808776855,
"rewards/rejected": -5.861447334289551,
"step": 265
},
{
"epoch": 1.1822222222222223,
"grad_norm": 5.334752082824707,
"learning_rate": 1.9616447984712914e-05,
"logits/chosen": 1.6797964572906494,
"logits/rejected": 1.7042231559753418,
"logps/chosen": -150.200439453125,
"logps/rejected": -205.3989715576172,
"loss": 0.1681,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.8328521251678467,
"rewards/margins": 1.797693133354187,
"rewards/rejected": -3.630545139312744,
"step": 266
},
{
"epoch": 1.1866666666666668,
"grad_norm": 4.4336323738098145,
"learning_rate": 1.9436976651092144e-05,
"logits/chosen": 1.883796215057373,
"logits/rejected": 1.7938141822814941,
"logps/chosen": -158.01724243164062,
"logps/rejected": -183.39508056640625,
"loss": 0.3805,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2773910462856293,
"rewards/margins": 0.9651764035224915,
"rewards/rejected": -0.6877853870391846,
"step": 267
},
{
"epoch": 1.1911111111111112,
"grad_norm": 9.777835845947266,
"learning_rate": 1.9257806446705116e-05,
"logits/chosen": 2.2978739738464355,
"logits/rejected": 2.2143282890319824,
"logps/chosen": -346.0021667480469,
"logps/rejected": -279.994384765625,
"loss": 0.4109,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.30205535888671875,
"rewards/margins": 2.2577598094940186,
"rewards/rejected": -2.5598151683807373,
"step": 268
},
{
"epoch": 1.1955555555555555,
"grad_norm": 0.7445770502090454,
"learning_rate": 1.9078947070124523e-05,
"logits/chosen": 1.995645523071289,
"logits/rejected": 2.0005688667297363,
"logps/chosen": -301.2586669921875,
"logps/rejected": -353.81927490234375,
"loss": 0.0387,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5910667181015015,
"rewards/margins": 3.9083282947540283,
"rewards/rejected": -4.499395370483398,
"step": 269
},
{
"epoch": 1.2,
"grad_norm": 7.762486457824707,
"learning_rate": 1.8900408203097787e-05,
"logits/chosen": 1.905322551727295,
"logits/rejected": 1.7590628862380981,
"logps/chosen": -250.0103759765625,
"logps/rejected": -283.5964050292969,
"loss": 0.2447,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.9317550659179688,
"rewards/margins": 3.9607110023498535,
"rewards/rejected": -5.892466068267822,
"step": 270
},
{
"epoch": 1.2,
"eval_logits/chosen": 2.1097989082336426,
"eval_logits/rejected": 2.0639405250549316,
"eval_logps/chosen": -318.4396057128906,
"eval_logps/rejected": -374.51708984375,
"eval_loss": 0.4267149865627289,
"eval_rewards/accuracies": 0.8214285969734192,
"eval_rewards/chosen": -2.8146941661834717,
"eval_rewards/margins": 3.0553336143493652,
"eval_rewards/rejected": -5.8700270652771,
"eval_runtime": 17.407,
"eval_samples_per_second": 2.872,
"eval_steps_per_second": 0.402,
"step": 270
},
{
"epoch": 1.2044444444444444,
"grad_norm": 1.0685392618179321,
"learning_rate": 1.8722199510023012e-05,
"logits/chosen": 2.049793004989624,
"logits/rejected": 2.014737606048584,
"logps/chosen": -357.0670166015625,
"logps/rejected": -461.2732238769531,
"loss": 0.0457,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.979574680328369,
"rewards/margins": 3.4011411666870117,
"rewards/rejected": -8.380716323852539,
"step": 271
},
{
"epoch": 1.208888888888889,
"grad_norm": 0.4621816575527191,
"learning_rate": 1.854433063742579e-05,
"logits/chosen": 2.1473259925842285,
"logits/rejected": 2.1311964988708496,
"logps/chosen": -233.38954162597656,
"logps/rejected": -311.93170166015625,
"loss": 0.0227,
"rewards/accuracies": 1.0,
"rewards/chosen": 1.1365326642990112,
"rewards/margins": 3.9022364616394043,
"rewards/rejected": -2.7657036781311035,
"step": 272
},
{
"epoch": 1.2133333333333334,
"grad_norm": 3.8542513847351074,
"learning_rate": 1.8366811213437092e-05,
"logits/chosen": 2.036423921585083,
"logits/rejected": 2.026139974594116,
"logps/chosen": -301.99395751953125,
"logps/rejected": -330.7635498046875,
"loss": 0.1548,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.5693366527557373,
"rewards/margins": 1.7907044887542725,
"rewards/rejected": -3.3600411415100098,
"step": 273
},
{
"epoch": 1.2177777777777778,
"grad_norm": 0.18561817705631256,
"learning_rate": 1.8189650847272037e-05,
"logits/chosen": 2.12514066696167,
"logits/rejected": 2.1645846366882324,
"logps/chosen": -372.3150939941406,
"logps/rejected": -337.253173828125,
"loss": 0.005,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.3940017223358154,
"rewards/margins": 5.315286159515381,
"rewards/rejected": -8.709287643432617,
"step": 274
},
{
"epoch": 1.2222222222222223,
"grad_norm": 9.204042434692383,
"learning_rate": 1.8012859128709766e-05,
"logits/chosen": 1.8135225772857666,
"logits/rejected": 1.8564603328704834,
"logps/chosen": -192.2001953125,
"logps/rejected": -243.14703369140625,
"loss": 0.5688,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.7113640308380127,
"rewards/margins": 0.32638704776763916,
"rewards/rejected": -1.0377510786056519,
"step": 275
},
{
"epoch": 1.2266666666666666,
"grad_norm": 0.10035301744937897,
"learning_rate": 1.783644562757436e-05,
"logits/chosen": 2.467790126800537,
"logits/rejected": 2.2855076789855957,
"logps/chosen": -284.48785400390625,
"logps/rejected": -418.7071533203125,
"loss": 0.0025,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.9228286743164062,
"rewards/margins": 6.6048784255981445,
"rewards/rejected": -5.682049751281738,
"step": 276
},
{
"epoch": 1.231111111111111,
"grad_norm": 0.995993435382843,
"learning_rate": 1.7660419893216785e-05,
"logits/chosen": 2.3109967708587646,
"logits/rejected": 2.2218995094299316,
"logps/chosen": -331.196044921875,
"logps/rejected": -288.77044677734375,
"loss": 0.0384,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.583350419998169,
"rewards/margins": 3.377068519592285,
"rewards/rejected": -2.793717861175537,
"step": 277
},
{
"epoch": 1.2355555555555555,
"grad_norm": 0.09387421607971191,
"learning_rate": 1.7484791453998006e-05,
"logits/chosen": 2.2291605472564697,
"logits/rejected": 2.205029249191284,
"logps/chosen": -329.593994140625,
"logps/rejected": -481.59332275390625,
"loss": 0.0032,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.18573302030563354,
"rewards/margins": 7.1214494705200195,
"rewards/rejected": -7.307182312011719,
"step": 278
},
{
"epoch": 1.24,
"grad_norm": 1.2010304927825928,
"learning_rate": 1.7309569816773193e-05,
"logits/chosen": 1.4943195581436157,
"logits/rejected": 1.5665395259857178,
"logps/chosen": -118.16926574707031,
"logps/rejected": -229.98049926757812,
"loss": 0.0459,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.5613498687744141,
"rewards/margins": 3.4735331535339355,
"rewards/rejected": -2.9121835231781006,
"step": 279
},
{
"epoch": 1.2444444444444445,
"grad_norm": 9.927587509155273,
"learning_rate": 1.7134764466377136e-05,
"logits/chosen": 2.1885547637939453,
"logits/rejected": 2.239022731781006,
"logps/chosen": -398.05059814453125,
"logps/rejected": -413.83624267578125,
"loss": 0.4304,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5941482782363892,
"rewards/margins": 0.6228576898574829,
"rewards/rejected": -1.217005968093872,
"step": 280
},
{
"epoch": 1.248888888888889,
"grad_norm": 5.716561794281006,
"learning_rate": 1.69603848651108e-05,
"logits/chosen": 1.9646629095077515,
"logits/rejected": 1.9000844955444336,
"logps/chosen": -269.88067626953125,
"logps/rejected": -253.2309112548828,
"loss": 0.3016,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.193873643875122,
"rewards/margins": 1.1279609203338623,
"rewards/rejected": -3.3218345642089844,
"step": 281
},
{
"epoch": 1.2533333333333334,
"grad_norm": 0.3801816999912262,
"learning_rate": 1.6786440452229134e-05,
"logits/chosen": 2.2147722244262695,
"logits/rejected": 2.1242868900299072,
"logps/chosen": -451.5334167480469,
"logps/rejected": -462.0749206542969,
"loss": 0.0097,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.0167465209960938,
"rewards/margins": 5.644117832183838,
"rewards/rejected": -8.660863876342773,
"step": 282
},
{
"epoch": 1.2577777777777777,
"grad_norm": 0.1913336217403412,
"learning_rate": 1.6612940643430138e-05,
"logits/chosen": 2.109816551208496,
"logits/rejected": 2.2030255794525146,
"logps/chosen": -255.25289916992188,
"logps/rejected": -452.1776123046875,
"loss": 0.0055,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.056928277015686,
"rewards/margins": 7.02421760559082,
"rewards/rejected": -8.081146240234375,
"step": 283
},
{
"epoch": 1.2622222222222224,
"grad_norm": 12.739026069641113,
"learning_rate": 1.6439894830345143e-05,
"logits/chosen": 1.5907762050628662,
"logits/rejected": 1.58561372756958,
"logps/chosen": -197.10760498046875,
"logps/rejected": -260.8538818359375,
"loss": 0.6363,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.7191286087036133,
"rewards/margins": 1.830248236656189,
"rewards/rejected": -4.549376487731934,
"step": 284
},
{
"epoch": 1.2666666666666666,
"grad_norm": 1.540250539779663,
"learning_rate": 1.6267312380030506e-05,
"logits/chosen": 2.0246505737304688,
"logits/rejected": 1.983656883239746,
"logps/chosen": -283.9218444824219,
"logps/rejected": -365.05535888671875,
"loss": 0.0741,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.7960922122001648,
"rewards/margins": 5.497363567352295,
"rewards/rejected": -6.293455600738525,
"step": 285
},
{
"epoch": 1.271111111111111,
"grad_norm": 3.0418801307678223,
"learning_rate": 1.609520263446049e-05,
"logits/chosen": 2.055178165435791,
"logits/rejected": 2.165806293487549,
"logps/chosen": -276.8818054199219,
"logps/rejected": -422.906005859375,
"loss": 0.2023,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.977742910385132,
"rewards/margins": 3.4164116382598877,
"rewards/rejected": -6.3941545486450195,
"step": 286
},
{
"epoch": 1.2755555555555556,
"grad_norm": 1.8675150871276855,
"learning_rate": 1.5923574910021624e-05,
"logits/chosen": 1.7561115026474,
"logits/rejected": 1.7464289665222168,
"logps/chosen": -180.07662963867188,
"logps/rejected": -193.69613647460938,
"loss": 0.1926,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.2910804748535156,
"rewards/margins": 3.408679246902466,
"rewards/rejected": -3.6997597217559814,
"step": 287
},
{
"epoch": 1.28,
"grad_norm": 11.50502872467041,
"learning_rate": 1.5752438497008405e-05,
"logits/chosen": 1.795478343963623,
"logits/rejected": 1.8433971405029297,
"logps/chosen": -314.85888671875,
"logps/rejected": -392.9442138671875,
"loss": 0.4887,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.7009613513946533,
"rewards/margins": 4.940203666687012,
"rewards/rejected": -6.641165256500244,
"step": 288
},
{
"epoch": 1.2844444444444445,
"grad_norm": 0.6544823050498962,
"learning_rate": 1.558180265912037e-05,
"logits/chosen": 2.1740856170654297,
"logits/rejected": 2.0556159019470215,
"logps/chosen": -291.9125671386719,
"logps/rejected": -370.18865966796875,
"loss": 0.021,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0329957008361816,
"rewards/margins": 4.283731460571289,
"rewards/rejected": -5.3167266845703125,
"step": 289
},
{
"epoch": 1.2888888888888888,
"grad_norm": 1.4096264839172363,
"learning_rate": 1.5411676632960713e-05,
"logits/chosen": 1.9917266368865967,
"logits/rejected": 2.0029103755950928,
"logps/chosen": -215.18414306640625,
"logps/rejected": -224.6077117919922,
"loss": 0.0592,
"rewards/accuracies": 1.0,
"rewards/chosen": 1.029798150062561,
"rewards/margins": 3.0806381702423096,
"rewards/rejected": -2.050839900970459,
"step": 290
},
{
"epoch": 1.2933333333333334,
"grad_norm": 3.500157117843628,
"learning_rate": 1.5242069627536225e-05,
"logits/chosen": 2.0910866260528564,
"logits/rejected": 2.094388484954834,
"logps/chosen": -268.5745544433594,
"logps/rejected": -347.7729797363281,
"loss": 0.1554,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5284897089004517,
"rewards/margins": 1.9156463146209717,
"rewards/rejected": -2.444136142730713,
"step": 291
},
{
"epoch": 1.2977777777777777,
"grad_norm": 7.339416027069092,
"learning_rate": 1.5072990823758871e-05,
"logits/chosen": 2.043335437774658,
"logits/rejected": 1.9694390296936035,
"logps/chosen": -267.2714538574219,
"logps/rejected": -318.1759338378906,
"loss": 0.5384,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.948584794998169,
"rewards/margins": 0.3823028802871704,
"rewards/rejected": -2.33088755607605,
"step": 292
},
{
"epoch": 1.3022222222222222,
"grad_norm": 2.8766441345214844,
"learning_rate": 1.490444937394879e-05,
"logits/chosen": 1.6397064924240112,
"logits/rejected": 1.58877432346344,
"logps/chosen": -206.1599578857422,
"logps/rejected": -258.51251220703125,
"loss": 0.2138,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5400612354278564,
"rewards/margins": 1.5494178533554077,
"rewards/rejected": -2.0894789695739746,
"step": 293
},
{
"epoch": 1.3066666666666666,
"grad_norm": 0.5003223419189453,
"learning_rate": 1.4736454401338872e-05,
"logits/chosen": 2.242143154144287,
"logits/rejected": 2.218358039855957,
"logps/chosen": -492.30926513671875,
"logps/rejected": -563.084716796875,
"loss": 0.0071,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.345100402832031,
"rewards/margins": 8.439008712768555,
"rewards/rejected": -13.784109115600586,
"step": 294
},
{
"epoch": 1.3111111111111111,
"grad_norm": 9.198110580444336,
"learning_rate": 1.4569014999580937e-05,
"logits/chosen": 2.083486795425415,
"logits/rejected": 2.0191855430603027,
"logps/chosen": -514.994384765625,
"logps/rejected": -621.652587890625,
"loss": 0.1112,
"rewards/accuracies": 1.0,
"rewards/chosen": -8.739448547363281,
"rewards/margins": 2.7005691528320312,
"rewards/rejected": -11.440017700195312,
"step": 295
},
{
"epoch": 1.3155555555555556,
"grad_norm": 18.878862380981445,
"learning_rate": 1.4402140232253486e-05,
"logits/chosen": 2.4532670974731445,
"logits/rejected": 2.3905553817749023,
"logps/chosen": -382.56829833984375,
"logps/rejected": -470.17926025390625,
"loss": 0.5653,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.797785758972168,
"rewards/margins": 4.899234771728516,
"rewards/rejected": -8.697020530700684,
"step": 296
},
{
"epoch": 1.32,
"grad_norm": 0.9160619974136353,
"learning_rate": 1.4235839132371038e-05,
"logits/chosen": 2.1893036365509033,
"logits/rejected": 2.259230136871338,
"logps/chosen": -349.79779052734375,
"logps/rejected": -420.09796142578125,
"loss": 0.0345,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.3005684614181519,
"rewards/margins": 5.341613292694092,
"rewards/rejected": -6.642181396484375,
"step": 297
},
{
"epoch": 1.3244444444444445,
"grad_norm": 1.0921589136123657,
"learning_rate": 1.407012070189524e-05,
"logits/chosen": 1.6390105485916138,
"logits/rejected": 1.6804091930389404,
"logps/chosen": -323.83782958984375,
"logps/rejected": -502.33782958984375,
"loss": 0.0708,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.742315769195557,
"rewards/margins": 5.594854831695557,
"rewards/rejected": -10.337170600891113,
"step": 298
},
{
"epoch": 1.3288888888888888,
"grad_norm": 0.014698788523674011,
"learning_rate": 1.3904993911247561e-05,
"logits/chosen": 2.3741211891174316,
"logits/rejected": 2.227184295654297,
"logps/chosen": -381.3302307128906,
"logps/rejected": -436.189697265625,
"loss": 0.0004,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.0916748046875,
"rewards/margins": 8.013049125671387,
"rewards/rejected": -7.921374797821045,
"step": 299
},
{
"epoch": 1.3333333333333333,
"grad_norm": 12.252896308898926,
"learning_rate": 1.3740467698823662e-05,
"logits/chosen": 2.037738800048828,
"logits/rejected": 1.979736566543579,
"logps/chosen": -299.84228515625,
"logps/rejected": -390.47296142578125,
"loss": 0.8992,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.8193671703338623,
"rewards/margins": 2.5206613540649414,
"rewards/rejected": -6.340028762817383,
"step": 300
},
{
"epoch": 1.3377777777777777,
"grad_norm": 12.054088592529297,
"learning_rate": 1.3576550970509666e-05,
"logits/chosen": 1.7213351726531982,
"logits/rejected": 1.7385635375976562,
"logps/chosen": -322.126708984375,
"logps/rejected": -534.2659912109375,
"loss": 0.7611,
"rewards/accuracies": 0.5,
"rewards/chosen": -3.1543197631835938,
"rewards/margins": 7.169881343841553,
"rewards/rejected": -10.324201583862305,
"step": 301
},
{
"epoch": 1.3422222222222222,
"grad_norm": 1.8875739574432373,
"learning_rate": 1.341325259919996e-05,
"logits/chosen": 2.0664215087890625,
"logits/rejected": 2.0522894859313965,
"logps/chosen": -221.20150756835938,
"logps/rejected": -283.83770751953125,
"loss": 0.0715,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.671368420124054,
"rewards/margins": 2.8214011192321777,
"rewards/rejected": -3.492769718170166,
"step": 302
},
{
"epoch": 1.3466666666666667,
"grad_norm": 11.853067398071289,
"learning_rate": 1.325058142431701e-05,
"logits/chosen": 1.6087274551391602,
"logits/rejected": 1.6155368089675903,
"logps/chosen": -160.04257202148438,
"logps/rejected": -224.98550415039062,
"loss": 0.6955,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.0727493166923523,
"rewards/margins": 2.172374725341797,
"rewards/rejected": -2.245124101638794,
"step": 303
},
{
"epoch": 1.3511111111111112,
"grad_norm": 2.025550603866577,
"learning_rate": 1.3088546251332772e-05,
"logits/chosen": 1.9365671873092651,
"logits/rejected": 1.9474778175354004,
"logps/chosen": -421.8943786621094,
"logps/rejected": -382.8135070800781,
"loss": 0.1339,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.756591796875,
"rewards/margins": 5.394895076751709,
"rewards/rejected": -7.151486873626709,
"step": 304
},
{
"epoch": 1.3555555555555556,
"grad_norm": 0.24477213621139526,
"learning_rate": 1.2927155851292145e-05,
"logits/chosen": 1.8736495971679688,
"logits/rejected": 1.8653249740600586,
"logps/chosen": -244.5578155517578,
"logps/rejected": -318.7236328125,
"loss": 0.0104,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.7046654224395752,
"rewards/margins": 4.947877883911133,
"rewards/rejected": -6.652543067932129,
"step": 305
},
{
"epoch": 1.3599999999999999,
"grad_norm": 53.01292037963867,
"learning_rate": 1.2766418960338128e-05,
"logits/chosen": 2.017364025115967,
"logits/rejected": 1.9819977283477783,
"logps/chosen": -376.64581298828125,
"logps/rejected": -330.441162109375,
"loss": 2.673,
"rewards/accuracies": 0.0,
"rewards/chosen": -9.418815612792969,
"rewards/margins": -2.5403449535369873,
"rewards/rejected": -6.878470420837402,
"step": 306
},
{
"epoch": 1.3644444444444446,
"grad_norm": 6.39654541015625,
"learning_rate": 1.260634427923896e-05,
"logits/chosen": 1.2513247728347778,
"logits/rejected": 1.2842328548431396,
"logps/chosen": -137.0913543701172,
"logps/rejected": -154.89610290527344,
"loss": 0.3182,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5993289947509766,
"rewards/margins": 2.3029263019561768,
"rewards/rejected": -2.9022552967071533,
"step": 307
},
{
"epoch": 1.3688888888888888,
"grad_norm": 0.30323663353919983,
"learning_rate": 1.2446940472917099e-05,
"logits/chosen": 2.068608283996582,
"logits/rejected": 2.0424392223358154,
"logps/chosen": -323.708740234375,
"logps/rejected": -347.22998046875,
"loss": 0.0097,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.0544846057891846,
"rewards/margins": 4.629805088043213,
"rewards/rejected": -6.684289932250977,
"step": 308
},
{
"epoch": 1.3733333333333333,
"grad_norm": 1.1456687450408936,
"learning_rate": 1.2288216169980243e-05,
"logits/chosen": 1.7509403228759766,
"logits/rejected": 1.8240234851837158,
"logps/chosen": -181.7119903564453,
"logps/rejected": -259.93548583984375,
"loss": 0.067,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.8926734924316406,
"rewards/margins": 3.159923553466797,
"rewards/rejected": -5.0525970458984375,
"step": 309
},
{
"epoch": 1.3777777777777778,
"grad_norm": 22.11775779724121,
"learning_rate": 1.213017996225424e-05,
"logits/chosen": 1.9033875465393066,
"logits/rejected": 1.7332472801208496,
"logps/chosen": -356.8746337890625,
"logps/rejected": -316.99420166015625,
"loss": 1.4625,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.758178234100342,
"rewards/margins": 3.5830559730529785,
"rewards/rejected": -8.34123420715332,
"step": 310
},
{
"epoch": 1.3822222222222222,
"grad_norm": 7.521746635437012,
"learning_rate": 1.1972840404317961e-05,
"logits/chosen": 2.111452102661133,
"logits/rejected": 1.976496934890747,
"logps/chosen": -428.1273193359375,
"logps/rejected": -545.6732788085938,
"loss": 0.1086,
"rewards/accuracies": 1.0,
"rewards/chosen": -10.942473411560059,
"rewards/margins": 3.5422022342681885,
"rewards/rejected": -14.484675407409668,
"step": 311
},
{
"epoch": 1.3866666666666667,
"grad_norm": 0.11550098657608032,
"learning_rate": 1.1816206013040313e-05,
"logits/chosen": 1.9739415645599365,
"logits/rejected": 1.9305256605148315,
"logps/chosen": -288.68017578125,
"logps/rejected": -353.60418701171875,
"loss": 0.0046,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.820286512374878,
"rewards/margins": 5.378190040588379,
"rewards/rejected": -7.198476791381836,
"step": 312
},
{
"epoch": 1.3911111111111112,
"grad_norm": 19.025943756103516,
"learning_rate": 1.1660285267119167e-05,
"logits/chosen": 2.469484806060791,
"logits/rejected": 2.470264196395874,
"logps/chosen": -707.8921508789062,
"logps/rejected": -753.548828125,
"loss": 0.4269,
"rewards/accuracies": 0.5,
"rewards/chosen": -6.678134441375732,
"rewards/margins": 6.853320121765137,
"rewards/rejected": -13.531454086303711,
"step": 313
},
{
"epoch": 1.3955555555555557,
"grad_norm": 5.186333179473877,
"learning_rate": 1.150508660662242e-05,
"logits/chosen": 1.8456952571868896,
"logits/rejected": 1.8528308868408203,
"logps/chosen": -483.7690734863281,
"logps/rejected": -454.6048583984375,
"loss": 0.1185,
"rewards/accuracies": 1.0,
"rewards/chosen": -7.390696048736572,
"rewards/margins": 2.1679461002349854,
"rewards/rejected": -9.558642387390137,
"step": 314
},
{
"epoch": 1.4,
"grad_norm": 2.9729480743408203,
"learning_rate": 1.1350618432531098e-05,
"logits/chosen": 1.75775945186615,
"logits/rejected": 1.7443618774414062,
"logps/chosen": -313.0162048339844,
"logps/rejected": -333.1780090332031,
"loss": 0.0539,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.031980991363525,
"rewards/margins": 3.3457300662994385,
"rewards/rejected": -8.377711296081543,
"step": 315
},
{
"epoch": 1.4,
"eval_logits/chosen": 2.042860269546509,
"eval_logits/rejected": 1.9980798959732056,
"eval_logps/chosen": -329.1581726074219,
"eval_logps/rejected": -387.9140930175781,
"eval_loss": 0.446563184261322,
"eval_rewards/accuracies": 0.8035714030265808,
"eval_rewards/chosen": -3.886552572250366,
"eval_rewards/margins": 3.3231773376464844,
"eval_rewards/rejected": -7.2097296714782715,
"eval_runtime": 17.4013,
"eval_samples_per_second": 2.873,
"eval_steps_per_second": 0.402,
"step": 315
},
{
"epoch": 1.4044444444444444,
"grad_norm": 11.154594421386719,
"learning_rate": 1.1196889106284669e-05,
"logits/chosen": 1.755511999130249,
"logits/rejected": 1.762006163597107,
"logps/chosen": -291.4748229980469,
"logps/rejected": -280.0130615234375,
"loss": 0.4381,
"rewards/accuracies": 0.5,
"rewards/chosen": -5.212803840637207,
"rewards/margins": 3.228024959564209,
"rewards/rejected": -8.440828323364258,
"step": 316
},
{
"epoch": 1.4088888888888889,
"grad_norm": 1.097583532333374,
"learning_rate": 1.1043906949328387e-05,
"logits/chosen": 1.9886606931686401,
"logits/rejected": 1.96701979637146,
"logps/chosen": -252.5841827392578,
"logps/rejected": -349.20745849609375,
"loss": 0.0325,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.4393486976623535,
"rewards/margins": 3.46529221534729,
"rewards/rejected": -5.904641151428223,
"step": 317
},
{
"epoch": 1.4133333333333333,
"grad_norm": 0.9752767086029053,
"learning_rate": 1.0891680242662835e-05,
"logits/chosen": 2.0138909816741943,
"logits/rejected": 1.918421983718872,
"logps/chosen": -300.9414978027344,
"logps/rejected": -353.33404541015625,
"loss": 0.0272,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.531005859375,
"rewards/margins": 3.710988759994507,
"rewards/rejected": -9.241994857788086,
"step": 318
},
{
"epoch": 1.4177777777777778,
"grad_norm": 16.44363784790039,
"learning_rate": 1.0740217226395724e-05,
"logits/chosen": 2.0399329662323,
"logits/rejected": 1.9319369792938232,
"logps/chosen": -391.0609130859375,
"logps/rejected": -363.857177734375,
"loss": 0.4585,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.746470928192139,
"rewards/margins": 1.3634958267211914,
"rewards/rejected": -6.10996675491333,
"step": 319
},
{
"epoch": 1.4222222222222223,
"grad_norm": 33.33434295654297,
"learning_rate": 1.0589526099295816e-05,
"logits/chosen": 2.1048226356506348,
"logits/rejected": 1.9768327474594116,
"logps/chosen": -581.8522338867188,
"logps/rejected": -463.3633728027344,
"loss": 2.6066,
"rewards/accuracies": 0.5,
"rewards/chosen": -9.7820405960083,
"rewards/margins": -0.41506481170654297,
"rewards/rejected": -9.366975784301758,
"step": 320
},
{
"epoch": 1.4266666666666667,
"grad_norm": 0.01582302711904049,
"learning_rate": 1.0439615018349109e-05,
"logits/chosen": 1.9011285305023193,
"logits/rejected": 1.9159646034240723,
"logps/chosen": -358.68157958984375,
"logps/rejected": -534.3988037109375,
"loss": 0.0004,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.9317246675491333,
"rewards/margins": 9.084466934204102,
"rewards/rejected": -11.016191482543945,
"step": 321
},
{
"epoch": 1.431111111111111,
"grad_norm": 6.929481506347656,
"learning_rate": 1.029049209831733e-05,
"logits/chosen": 1.9835437536239624,
"logits/rejected": 1.9601792097091675,
"logps/chosen": -285.4648132324219,
"logps/rejected": -420.031005859375,
"loss": 0.3011,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0451195240020752,
"rewards/margins": 8.181748390197754,
"rewards/rejected": -9.22686767578125,
"step": 322
},
{
"epoch": 1.4355555555555555,
"grad_norm": 12.37388801574707,
"learning_rate": 1.0142165411298662e-05,
"logits/chosen": 2.131269693374634,
"logits/rejected": 2.1731009483337402,
"logps/chosen": -299.0472717285156,
"logps/rejected": -404.6293029785156,
"loss": 0.3707,
"rewards/accuracies": 0.5,
"rewards/chosen": -1.4244904518127441,
"rewards/margins": 3.208432197570801,
"rewards/rejected": -4.632922649383545,
"step": 323
},
{
"epoch": 1.44,
"grad_norm": 0.8624144196510315,
"learning_rate": 9.994642986290797e-06,
"logits/chosen": 2.057706832885742,
"logits/rejected": 2.074605941772461,
"logps/chosen": -324.3763427734375,
"logps/rejected": -441.5903015136719,
"loss": 0.0174,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.426907539367676,
"rewards/margins": 5.264835834503174,
"rewards/rejected": -8.691743850708008,
"step": 324
},
{
"epoch": 1.4444444444444444,
"grad_norm": 5.4227118492126465,
"learning_rate": 9.847932808756308e-06,
"logits/chosen": 2.1998391151428223,
"logits/rejected": 2.201568126678467,
"logps/chosen": -312.435791015625,
"logps/rejected": -431.78179931640625,
"loss": 0.1895,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.3775376081466675,
"rewards/margins": 3.8356902599334717,
"rewards/rejected": -5.213228225708008,
"step": 325
},
{
"epoch": 1.448888888888889,
"grad_norm": 2.2142040729522705,
"learning_rate": 9.702042820190415e-06,
"logits/chosen": 1.5558602809906006,
"logits/rejected": 1.7116918563842773,
"logps/chosen": -197.79367065429688,
"logps/rejected": -246.2130126953125,
"loss": 0.0913,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.3813637495040894,
"rewards/margins": 2.347956418991089,
"rewards/rejected": -3.7293200492858887,
"step": 326
},
{
"epoch": 1.4533333333333334,
"grad_norm": 8.604325294494629,
"learning_rate": 9.556980917691116e-06,
"logits/chosen": 1.6613447666168213,
"logits/rejected": 1.7617850303649902,
"logps/chosen": -347.57830810546875,
"logps/rejected": -387.5290222167969,
"loss": 0.4048,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.3771653175354004,
"rewards/margins": 0.8042678833007812,
"rewards/rejected": -4.181433200836182,
"step": 327
},
{
"epoch": 1.4577777777777778,
"grad_norm": 0.06135905534029007,
"learning_rate": 9.412754953531663e-06,
"logits/chosen": 2.1208975315093994,
"logits/rejected": 1.9472355842590332,
"logps/chosen": -416.2113342285156,
"logps/rejected": -469.04803466796875,
"loss": 0.0024,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.4611542224884033,
"rewards/margins": 6.7728729248046875,
"rewards/rejected": -10.234027862548828,
"step": 328
},
{
"epoch": 1.462222222222222,
"grad_norm": 4.409871578216553,
"learning_rate": 9.269372734735577e-06,
"logits/chosen": 1.9324915409088135,
"logits/rejected": 1.8667106628417969,
"logps/chosen": -224.12960815429688,
"logps/rejected": -257.76385498046875,
"loss": 0.1307,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.500388145446777,
"rewards/margins": 2.151371955871582,
"rewards/rejected": -6.651760101318359,
"step": 329
},
{
"epoch": 1.4666666666666668,
"grad_norm": 40.46012496948242,
"learning_rate": 9.126842022654003e-06,
"logits/chosen": 2.013392686843872,
"logits/rejected": 2.085439682006836,
"logps/chosen": -343.09381103515625,
"logps/rejected": -382.8746337890625,
"loss": 1.476,
"rewards/accuracies": 0.5,
"rewards/chosen": -7.1528754234313965,
"rewards/margins": 1.4587280750274658,
"rewards/rejected": -8.611603736877441,
"step": 330
},
{
"epoch": 1.471111111111111,
"grad_norm": 20.39794158935547,
"learning_rate": 8.985170532545622e-06,
"logits/chosen": 2.2019968032836914,
"logits/rejected": 2.255478858947754,
"logps/chosen": -461.25250244140625,
"logps/rejected": -522.5560302734375,
"loss": 0.6261,
"rewards/accuracies": 0.5,
"rewards/chosen": -7.226644515991211,
"rewards/margins": 1.7861032485961914,
"rewards/rejected": -9.012747764587402,
"step": 331
},
{
"epoch": 1.4755555555555555,
"grad_norm": 0.8205786347389221,
"learning_rate": 8.844365933158973e-06,
"logits/chosen": 2.0666050910949707,
"logits/rejected": 2.1347484588623047,
"logps/chosen": -518.1484375,
"logps/rejected": -621.5133666992188,
"loss": 0.0122,
"rewards/accuracies": 1.0,
"rewards/chosen": -6.620497703552246,
"rewards/margins": 7.697022914886475,
"rewards/rejected": -14.317520141601562,
"step": 332
},
{
"epoch": 1.48,
"grad_norm": 2.1303653717041016,
"learning_rate": 8.704435846317386e-06,
"logits/chosen": 1.9880008697509766,
"logits/rejected": 2.010342836380005,
"logps/chosen": -331.64874267578125,
"logps/rejected": -382.2865905761719,
"loss": 0.051,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.6854767799377441,
"rewards/margins": 3.8334319591522217,
"rewards/rejected": -5.518908500671387,
"step": 333
},
{
"epoch": 1.4844444444444445,
"grad_norm": 5.076652526855469,
"learning_rate": 8.565387846506395e-06,
"logits/chosen": 1.8777854442596436,
"logits/rejected": 1.8597569465637207,
"logps/chosen": -285.7859191894531,
"logps/rejected": -302.11083984375,
"loss": 0.2184,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.237748146057129,
"rewards/margins": 1.4745651483535767,
"rewards/rejected": -5.712313175201416,
"step": 334
},
{
"epoch": 1.488888888888889,
"grad_norm": 1.7670209407806396,
"learning_rate": 8.427229460463696e-06,
"logits/chosen": 2.0296010971069336,
"logits/rejected": 2.046407461166382,
"logps/chosen": -446.6829528808594,
"logps/rejected": -450.63531494140625,
"loss": 0.0681,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.3315367698669434,
"rewards/margins": 3.1756088733673096,
"rewards/rejected": -5.507145881652832,
"step": 335
},
{
"epoch": 1.4933333333333334,
"grad_norm": 7.628573894500732,
"learning_rate": 8.28996816677177e-06,
"logits/chosen": 1.8448824882507324,
"logits/rejected": 1.8389427661895752,
"logps/chosen": -414.1676025390625,
"logps/rejected": -435.0848083496094,
"loss": 0.1649,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.346246242523193,
"rewards/margins": 4.283938407897949,
"rewards/rejected": -9.6301851272583,
"step": 336
},
{
"epoch": 1.4977777777777779,
"grad_norm": 5.303137302398682,
"learning_rate": 8.153611395453045e-06,
"logits/chosen": 1.9505963325500488,
"logits/rejected": 1.9452285766601562,
"logps/chosen": -294.60015869140625,
"logps/rejected": -381.62030029296875,
"loss": 0.2634,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.9013266563415527,
"rewards/margins": 1.7531030178070068,
"rewards/rejected": -4.654429912567139,
"step": 337
},
{
"epoch": 1.5022222222222221,
"grad_norm": 11.043461799621582,
"learning_rate": 8.018166527567672e-06,
"logits/chosen": 2.0403127670288086,
"logits/rejected": 1.9792909622192383,
"logps/chosen": -424.71881103515625,
"logps/rejected": -502.0084228515625,
"loss": 0.4432,
"rewards/accuracies": 0.5,
"rewards/chosen": -7.235692024230957,
"rewards/margins": 4.200654983520508,
"rewards/rejected": -11.436347007751465,
"step": 338
},
{
"epoch": 1.5066666666666668,
"grad_norm": 0.34782156348228455,
"learning_rate": 7.883640894814043e-06,
"logits/chosen": 2.0710644721984863,
"logits/rejected": 2.027409553527832,
"logps/chosen": -235.57655334472656,
"logps/rejected": -296.014892578125,
"loss": 0.02,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.5666137337684631,
"rewards/margins": 5.824798107147217,
"rewards/rejected": -6.391411781311035,
"step": 339
},
{
"epoch": 1.511111111111111,
"grad_norm": 3.823324203491211,
"learning_rate": 7.75004177913188e-06,
"logits/chosen": 2.1038994789123535,
"logits/rejected": 2.085219383239746,
"logps/chosen": -384.879638671875,
"logps/rejected": -339.5116882324219,
"loss": 0.074,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.644735813140869,
"rewards/margins": 4.097072601318359,
"rewards/rejected": -6.7418084144592285,
"step": 340
},
{
"epoch": 1.5155555555555555,
"grad_norm": 0.00015221821377053857,
"learning_rate": 7.617376412308083e-06,
"logits/chosen": 2.0240237712860107,
"logits/rejected": 1.9871121644973755,
"logps/chosen": -351.7294616699219,
"logps/rejected": -592.8782958984375,
"loss": 0.0,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.147392749786377,
"rewards/margins": 13.006977081298828,
"rewards/rejected": -15.154369354248047,
"step": 341
},
{
"epoch": 1.52,
"grad_norm": 1.3263826370239258,
"learning_rate": 7.485651975585236e-06,
"logits/chosen": 1.8890652656555176,
"logits/rejected": 1.8711776733398438,
"logps/chosen": -324.95245361328125,
"logps/rejected": -423.5935974121094,
"loss": 0.0299,
"rewards/accuracies": 1.0,
"rewards/chosen": -6.109809875488281,
"rewards/margins": 5.546566009521484,
"rewards/rejected": -11.656375885009766,
"step": 342
},
{
"epoch": 1.5244444444444445,
"grad_norm": 4.467953205108643,
"learning_rate": 7.354875599272928e-06,
"logits/chosen": 1.321131944656372,
"logits/rejected": 1.298929214477539,
"logps/chosen": -137.98204040527344,
"logps/rejected": -102.74874877929688,
"loss": 0.3132,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.748739242553711,
"rewards/margins": 1.1912882328033447,
"rewards/rejected": -2.9400274753570557,
"step": 343
},
{
"epoch": 1.528888888888889,
"grad_norm": 2.1642391681671143,
"learning_rate": 7.2250543623617685e-06,
"logits/chosen": 2.2403130531311035,
"logits/rejected": 2.209939956665039,
"logps/chosen": -361.478759765625,
"logps/rejected": -535.7804565429688,
"loss": 0.0569,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.326800584793091,
"rewards/margins": 6.651968479156494,
"rewards/rejected": -8.978769302368164,
"step": 344
},
{
"epoch": 1.5333333333333332,
"grad_norm": 0.018650932237505913,
"learning_rate": 7.096195292140173e-06,
"logits/chosen": 1.889040470123291,
"logits/rejected": 1.954929232597351,
"logps/chosen": -331.3338623046875,
"logps/rejected": -661.5016479492188,
"loss": 0.0005,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.6049957275390625,
"rewards/margins": 11.392202377319336,
"rewards/rejected": -13.997198104858398,
"step": 345
},
{
"epoch": 1.537777777777778,
"grad_norm": 0.07977497577667236,
"learning_rate": 6.968305363814001e-06,
"logits/chosen": 2.1549904346466064,
"logits/rejected": 2.1628024578094482,
"logps/chosen": -401.5853271484375,
"logps/rejected": -551.8875732421875,
"loss": 0.0014,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.6251935958862305,
"rewards/margins": 7.631624221801758,
"rewards/rejected": -12.256817817687988,
"step": 346
},
{
"epoch": 1.5422222222222222,
"grad_norm": 9.609312057495117,
"learning_rate": 6.841391500128982e-06,
"logits/chosen": 1.9556026458740234,
"logits/rejected": 2.000077247619629,
"logps/chosen": -265.30108642578125,
"logps/rejected": -381.78399658203125,
"loss": 0.1607,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.087409973144531,
"rewards/margins": 1.7995681762695312,
"rewards/rejected": -5.8869781494140625,
"step": 347
},
{
"epoch": 1.5466666666666666,
"grad_norm": 0.00032588234171271324,
"learning_rate": 6.715460570995988e-06,
"logits/chosen": 2.1855061054229736,
"logits/rejected": 2.1387851238250732,
"logps/chosen": -434.9403076171875,
"logps/rejected": -738.8302612304688,
"loss": 0.0,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.6018309593200684,
"rewards/margins": 11.849609375,
"rewards/rejected": -14.451440811157227,
"step": 348
},
{
"epoch": 1.551111111111111,
"grad_norm": 1.5105094909667969,
"learning_rate": 6.5905193931191235e-06,
"logits/chosen": 2.143610715866089,
"logits/rejected": 2.2100303173065186,
"logps/chosen": -380.15618896484375,
"logps/rejected": -462.9521789550781,
"loss": 0.0708,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.9106452465057373,
"rewards/margins": 4.415860176086426,
"rewards/rejected": -6.326505661010742,
"step": 349
},
{
"epoch": 1.5555555555555556,
"grad_norm": 0.15542344748973846,
"learning_rate": 6.46657472962679e-06,
"logits/chosen": 2.022047758102417,
"logits/rejected": 1.9033942222595215,
"logps/chosen": -345.0733642578125,
"logps/rejected": -438.015380859375,
"loss": 0.0029,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.09320831298828125,
"rewards/margins": 8.476028442382812,
"rewards/rejected": -8.569236755371094,
"step": 350
},
{
"epoch": 1.56,
"grad_norm": 3.5860283374786377,
"learning_rate": 6.343633289705555e-06,
"logits/chosen": 1.9373621940612793,
"logits/rejected": 1.8331228494644165,
"logps/chosen": -333.8984069824219,
"logps/rejected": -243.1856231689453,
"loss": 0.0951,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.346085548400879,
"rewards/margins": 2.6990599632263184,
"rewards/rejected": -6.045145511627197,
"step": 351
},
{
"epoch": 1.5644444444444443,
"grad_norm": 1.0526074171066284,
"learning_rate": 6.221701728237009e-06,
"logits/chosen": 1.999690055847168,
"logits/rejected": 2.0342698097229004,
"logps/chosen": -347.6802978515625,
"logps/rejected": -321.7969970703125,
"loss": 0.036,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.819159507751465,
"rewards/margins": 3.3115005493164062,
"rewards/rejected": -8.130660057067871,
"step": 352
},
{
"epoch": 1.568888888888889,
"grad_norm": 0.5887879133224487,
"learning_rate": 6.100786645437481e-06,
"logits/chosen": 1.1116806268692017,
"logits/rejected": 1.1577059030532837,
"logps/chosen": -76.88727569580078,
"logps/rejected": -119.89225006103516,
"loss": 0.0565,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.09421806037425995,
"rewards/margins": 2.9204256534576416,
"rewards/rejected": -2.8262076377868652,
"step": 353
},
{
"epoch": 1.5733333333333333,
"grad_norm": 0.1103566437959671,
"learning_rate": 5.980894586500841e-06,
"logits/chosen": 2.108466625213623,
"logits/rejected": 2.086857795715332,
"logps/chosen": -387.1605224609375,
"logps/rejected": -562.6422119140625,
"loss": 0.0009,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.905645847320557,
"rewards/margins": 7.762504577636719,
"rewards/rejected": -13.668149948120117,
"step": 354
},
{
"epoch": 1.5777777777777777,
"grad_norm": 8.797289848327637,
"learning_rate": 5.8620320412441475e-06,
"logits/chosen": 1.8724584579467773,
"logits/rejected": 1.9823896884918213,
"logps/chosen": -301.8065185546875,
"logps/rejected": -380.43853759765625,
"loss": 0.4206,
"rewards/accuracies": 0.5,
"rewards/chosen": -2.267813205718994,
"rewards/margins": 1.2750152349472046,
"rewards/rejected": -3.542828321456909,
"step": 355
},
{
"epoch": 1.5822222222222222,
"grad_norm": 6.784573078155518,
"learning_rate": 5.744205443756364e-06,
"logits/chosen": 1.9750076532363892,
"logits/rejected": 2.0933682918548584,
"logps/chosen": -423.0281677246094,
"logps/rejected": -526.6314697265625,
"loss": 0.2207,
"rewards/accuracies": 1.0,
"rewards/chosen": -7.2557196617126465,
"rewards/margins": 1.4171913862228394,
"rewards/rejected": -8.672910690307617,
"step": 356
},
{
"epoch": 1.5866666666666667,
"grad_norm": 2.033442258834839,
"learning_rate": 5.627421172050096e-06,
"logits/chosen": 1.7873187065124512,
"logits/rejected": 1.7788472175598145,
"logps/chosen": -231.81149291992188,
"logps/rejected": -276.6201171875,
"loss": 0.179,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.4262077808380127,
"rewards/margins": 4.1126708984375,
"rewards/rejected": -5.538878440856934,
"step": 357
},
{
"epoch": 1.5911111111111111,
"grad_norm": 0.03710145130753517,
"learning_rate": 5.511685547716328e-06,
"logits/chosen": 2.091726064682007,
"logits/rejected": 2.0658438205718994,
"logps/chosen": -469.0487060546875,
"logps/rejected": -553.4110107421875,
"loss": 0.0008,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.09385085105896,
"rewards/margins": 8.56124496459961,
"rewards/rejected": -11.655096054077148,
"step": 358
},
{
"epoch": 1.5955555555555554,
"grad_norm": 0.9721232056617737,
"learning_rate": 5.397004835582242e-06,
"logits/chosen": 2.050297498703003,
"logits/rejected": 2.0740513801574707,
"logps/chosen": -394.7935485839844,
"logps/rejected": -656.4100341796875,
"loss": 0.0184,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.355221748352051,
"rewards/margins": 11.149545669555664,
"rewards/rejected": -14.504767417907715,
"step": 359
},
{
"epoch": 1.6,
"grad_norm": 0.1482057273387909,
"learning_rate": 5.2833852433720855e-06,
"logits/chosen": 2.2320728302001953,
"logits/rejected": 2.227717876434326,
"logps/chosen": -449.0965881347656,
"logps/rejected": -448.2038879394531,
"loss": 0.0035,
"rewards/accuracies": 1.0,
"rewards/chosen": -6.938412666320801,
"rewards/margins": 5.938919544219971,
"rewards/rejected": -12.87733268737793,
"step": 360
},
{
"epoch": 1.6,
"eval_logits/chosen": 2.020325183868408,
"eval_logits/rejected": 1.97914719581604,
"eval_logps/chosen": -332.6748352050781,
"eval_logps/rejected": -392.21588134765625,
"eval_loss": 0.41243118047714233,
"eval_rewards/accuracies": 0.8035714030265808,
"eval_rewards/chosen": -4.238221645355225,
"eval_rewards/margins": 3.401686429977417,
"eval_rewards/rejected": -7.639908313751221,
"eval_runtime": 17.4022,
"eval_samples_per_second": 2.873,
"eval_steps_per_second": 0.402,
"step": 360
},
{
"epoch": 1.6044444444444443,
"grad_norm": 26.702436447143555,
"learning_rate": 5.170832921371163e-06,
"logits/chosen": 2.1601366996765137,
"logits/rejected": 2.0925962924957275,
"logps/chosen": -737.0338134765625,
"logps/rejected": -734.032958984375,
"loss": 0.6978,
"rewards/accuracies": 0.5,
"rewards/chosen": -11.603326797485352,
"rewards/margins": 4.569097995758057,
"rewards/rejected": -16.17242431640625,
"step": 361
},
{
"epoch": 1.608888888888889,
"grad_norm": 4.281423091888428,
"learning_rate": 5.059353962092917e-06,
"logits/chosen": 1.8992071151733398,
"logits/rejected": 1.9108917713165283,
"logps/chosen": -202.74957275390625,
"logps/rejected": -191.141357421875,
"loss": 0.1472,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.23720017075538635,
"rewards/margins": 1.9029862880706787,
"rewards/rejected": -2.140186309814453,
"step": 362
},
{
"epoch": 1.6133333333333333,
"grad_norm": 0.12904126942157745,
"learning_rate": 4.9489543999491045e-06,
"logits/chosen": 2.1836905479431152,
"logits/rejected": 2.0876262187957764,
"logps/chosen": -383.00787353515625,
"logps/rejected": -463.5958251953125,
"loss": 0.004,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.0018112175166606903,
"rewards/margins": 6.877252578735352,
"rewards/rejected": -6.879063606262207,
"step": 363
},
{
"epoch": 1.6177777777777778,
"grad_norm": 0.3242693245410919,
"learning_rate": 4.839640210923197e-06,
"logits/chosen": 1.981348991394043,
"logits/rejected": 1.8337197303771973,
"logps/chosen": -231.2086944580078,
"logps/rejected": -257.2821044921875,
"loss": 0.0119,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.9566452503204346,
"rewards/margins": 4.5026397705078125,
"rewards/rejected": -6.459284782409668,
"step": 364
},
{
"epoch": 1.6222222222222222,
"grad_norm": 0.7935138940811157,
"learning_rate": 4.731417312246877e-06,
"logits/chosen": 1.637596607208252,
"logits/rejected": 1.6671159267425537,
"logps/chosen": -181.33856201171875,
"logps/rejected": -310.20806884765625,
"loss": 0.0237,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.1557204723358154,
"rewards/margins": 6.343451023101807,
"rewards/rejected": -7.499171257019043,
"step": 365
},
{
"epoch": 1.6266666666666667,
"grad_norm": 0.17146991193294525,
"learning_rate": 4.624291562079719e-06,
"logits/chosen": 1.5095144510269165,
"logits/rejected": 1.552412748336792,
"logps/chosen": -283.5166015625,
"logps/rejected": -318.7493591308594,
"loss": 0.0065,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.3418242931365967,
"rewards/margins": 5.029508590698242,
"rewards/rejected": -8.371332168579102,
"step": 366
},
{
"epoch": 1.6311111111111112,
"grad_norm": 10.096573829650879,
"learning_rate": 4.518268759192115e-06,
"logits/chosen": 2.28369402885437,
"logits/rejected": 2.316972255706787,
"logps/chosen": -435.752685546875,
"logps/rejected": -479.5185241699219,
"loss": 0.1262,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.010312080383301,
"rewards/margins": 4.6889142990112305,
"rewards/rejected": -9.699226379394531,
"step": 367
},
{
"epoch": 1.6355555555555554,
"grad_norm": 0.13205423951148987,
"learning_rate": 4.413354642651369e-06,
"logits/chosen": 2.1447973251342773,
"logits/rejected": 2.208026885986328,
"logps/chosen": -333.09185791015625,
"logps/rejected": -571.9179077148438,
"loss": 0.0028,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.114415168762207,
"rewards/margins": 6.399701118469238,
"rewards/rejected": -8.514116287231445,
"step": 368
},
{
"epoch": 1.6400000000000001,
"grad_norm": 1.1356106996536255,
"learning_rate": 4.309554891511036e-06,
"logits/chosen": 2.151458740234375,
"logits/rejected": 2.0680348873138428,
"logps/chosen": -406.594970703125,
"logps/rejected": -577.03662109375,
"loss": 0.0331,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.874485731124878,
"rewards/margins": 9.36522102355957,
"rewards/rejected": -11.239706039428711,
"step": 369
},
{
"epoch": 1.6444444444444444,
"grad_norm": 0.09853781759738922,
"learning_rate": 4.206875124503506e-06,
"logits/chosen": 2.1071839332580566,
"logits/rejected": 2.133695602416992,
"logps/chosen": -299.2562255859375,
"logps/rejected": -481.5537109375,
"loss": 0.0022,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.580816745758057,
"rewards/margins": 6.295032024383545,
"rewards/rejected": -10.875848770141602,
"step": 370
},
{
"epoch": 1.6488888888888888,
"grad_norm": 1.1135728359222412,
"learning_rate": 4.105320899735882e-06,
"logits/chosen": 1.5641443729400635,
"logits/rejected": 1.5768111944198608,
"logps/chosen": -173.53851318359375,
"logps/rejected": -211.27960205078125,
"loss": 0.0758,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.20349428057670593,
"rewards/margins": 2.9661078453063965,
"rewards/rejected": -3.169602155685425,
"step": 371
},
{
"epoch": 1.6533333333333333,
"grad_norm": 0.5490663647651672,
"learning_rate": 4.004897714389103e-06,
"logits/chosen": 2.0074357986450195,
"logits/rejected": 2.0224769115448,
"logps/chosen": -344.1773681640625,
"logps/rejected": -435.5508728027344,
"loss": 0.0108,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.9361190795898438,
"rewards/margins": 5.090202331542969,
"rewards/rejected": -9.026321411132812,
"step": 372
},
{
"epoch": 1.6577777777777778,
"grad_norm": 1.7369130849838257,
"learning_rate": 3.90561100442036e-06,
"logits/chosen": 1.8831748962402344,
"logits/rejected": 1.8279378414154053,
"logps/chosen": -236.67889404296875,
"logps/rejected": -348.7945251464844,
"loss": 0.074,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.25758588314056396,
"rewards/margins": 6.053953170776367,
"rewards/rejected": -6.311539173126221,
"step": 373
},
{
"epoch": 1.6622222222222223,
"grad_norm": 0.015169711783528328,
"learning_rate": 3.8074661442688868e-06,
"logits/chosen": 2.0551671981811523,
"logits/rejected": 1.9679946899414062,
"logps/chosen": -285.3905944824219,
"logps/rejected": -503.6309814453125,
"loss": 0.0003,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.3399689197540283,
"rewards/margins": 8.514545440673828,
"rewards/rejected": -9.854513168334961,
"step": 374
},
{
"epoch": 1.6666666666666665,
"grad_norm": 0.20316235721111298,
"learning_rate": 3.710468446565005e-06,
"logits/chosen": 1.994492769241333,
"logits/rejected": 1.9339189529418945,
"logps/chosen": -295.31878662109375,
"logps/rejected": -363.3540954589844,
"loss": 0.0074,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.135162353515625,
"rewards/margins": 4.933624267578125,
"rewards/rejected": -7.06878662109375,
"step": 375
},
{
"epoch": 1.6711111111111112,
"grad_norm": 1.6665427684783936,
"learning_rate": 3.6146231618425646e-06,
"logits/chosen": 1.9451243877410889,
"logits/rejected": 2.0122804641723633,
"logps/chosen": -426.1136169433594,
"logps/rejected": -602.61279296875,
"loss": 0.0643,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.325921654701233,
"rewards/margins": 8.843436241149902,
"rewards/rejected": -10.169357299804688,
"step": 376
},
{
"epoch": 1.6755555555555555,
"grad_norm": 76.74038696289062,
"learning_rate": 3.5199354782547156e-06,
"logits/chosen": 2.1591286659240723,
"logits/rejected": 2.029425859451294,
"logps/chosen": -350.96746826171875,
"logps/rejected": -409.662841796875,
"loss": 2.5142,
"rewards/accuracies": 0.5,
"rewards/chosen": -5.8959503173828125,
"rewards/margins": -0.014461994171142578,
"rewards/rejected": -5.88148832321167,
"step": 377
},
{
"epoch": 1.6800000000000002,
"grad_norm": 1.8813796043395996,
"learning_rate": 3.4264105212930915e-06,
"logits/chosen": 1.5345783233642578,
"logits/rejected": 1.5260515213012695,
"logps/chosen": -137.23216247558594,
"logps/rejected": -172.87872314453125,
"loss": 0.3194,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.7019901275634766,
"rewards/margins": 2.383763313293457,
"rewards/rejected": -3.0857534408569336,
"step": 378
},
{
"epoch": 1.6844444444444444,
"grad_norm": 2.3558857440948486,
"learning_rate": 3.3340533535103467e-06,
"logits/chosen": 1.783468246459961,
"logits/rejected": 1.840031385421753,
"logps/chosen": -209.6715087890625,
"logps/rejected": -231.9936065673828,
"loss": 0.1628,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.41487425565719604,
"rewards/margins": 1.7598159313201904,
"rewards/rejected": -2.1746902465820312,
"step": 379
},
{
"epoch": 1.6888888888888889,
"grad_norm": 1.7316559553146362,
"learning_rate": 3.2428689742461188e-06,
"logits/chosen": 2.061565399169922,
"logits/rejected": 2.0696067810058594,
"logps/chosen": -303.8612060546875,
"logps/rejected": -330.27777099609375,
"loss": 0.0797,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.3209824562072754,
"rewards/margins": 5.411049842834473,
"rewards/rejected": -6.732032299041748,
"step": 380
},
{
"epoch": 1.6933333333333334,
"grad_norm": 12.0430269241333,
"learning_rate": 3.152862319356428e-06,
"logits/chosen": 1.936488389968872,
"logits/rejected": 1.8861385583877563,
"logps/chosen": -475.26220703125,
"logps/rejected": -372.1424560546875,
"loss": 0.1641,
"rewards/accuracies": 1.0,
"rewards/chosen": -6.164106845855713,
"rewards/margins": 3.2129530906677246,
"rewards/rejected": -9.377059936523438,
"step": 381
},
{
"epoch": 1.6977777777777778,
"grad_norm": 0.1999710500240326,
"learning_rate": 3.064038260946478e-06,
"logits/chosen": 2.0421996116638184,
"logits/rejected": 1.8888078927993774,
"logps/chosen": -289.0198059082031,
"logps/rejected": -385.6482849121094,
"loss": 0.0068,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.0051002502441406,
"rewards/margins": 6.449030876159668,
"rewards/rejected": -7.454131126403809,
"step": 382
},
{
"epoch": 1.7022222222222223,
"grad_norm": 0.18681201338768005,
"learning_rate": 2.9764016071069434e-06,
"logits/chosen": 2.0140395164489746,
"logits/rejected": 2.0304765701293945,
"logps/chosen": -271.6080627441406,
"logps/rejected": -379.2652893066406,
"loss": 0.0112,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.2312802076339722,
"rewards/margins": 5.010470867156982,
"rewards/rejected": -6.241751194000244,
"step": 383
},
{
"epoch": 1.7066666666666666,
"grad_norm": 0.5151910185813904,
"learning_rate": 2.8899571016536786e-06,
"logits/chosen": 1.9135384559631348,
"logits/rejected": 1.8421276807785034,
"logps/chosen": -327.75213623046875,
"logps/rejected": -383.0606689453125,
"loss": 0.0062,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.634103298187256,
"rewards/margins": 5.9485626220703125,
"rewards/rejected": -9.582666397094727,
"step": 384
},
{
"epoch": 1.7111111111111112,
"grad_norm": 0.13173969089984894,
"learning_rate": 2.8047094238709633e-06,
"logits/chosen": 2.236691474914551,
"logits/rejected": 2.233146905899048,
"logps/chosen": -469.94879150390625,
"logps/rejected": -569.8831176757812,
"loss": 0.0035,
"rewards/accuracies": 1.0,
"rewards/chosen": -7.104136943817139,
"rewards/margins": 5.658421516418457,
"rewards/rejected": -12.762557983398438,
"step": 385
},
{
"epoch": 1.7155555555555555,
"grad_norm": 0.7114121317863464,
"learning_rate": 2.720663188258199e-06,
"logits/chosen": 1.9220545291900635,
"logits/rejected": 1.9399724006652832,
"logps/chosen": -412.7835693359375,
"logps/rejected": -462.8909606933594,
"loss": 0.0238,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.260728359222412,
"rewards/margins": 4.300273895263672,
"rewards/rejected": -8.561002731323242,
"step": 386
},
{
"epoch": 1.72,
"grad_norm": 25.617097854614258,
"learning_rate": 2.637822944280116e-06,
"logits/chosen": 1.6366169452667236,
"logits/rejected": 1.6212671995162964,
"logps/chosen": -231.51577758789062,
"logps/rejected": -197.76779174804688,
"loss": 1.1373,
"rewards/accuracies": 0.0,
"rewards/chosen": -3.7230637073516846,
"rewards/margins": -0.7492774724960327,
"rewards/rejected": -2.9737863540649414,
"step": 387
},
{
"epoch": 1.7244444444444444,
"grad_norm": 2.152416706085205,
"learning_rate": 2.5561931761205082e-06,
"logits/chosen": 1.781626582145691,
"logits/rejected": 1.814887523651123,
"logps/chosen": -261.75830078125,
"logps/rejected": -285.1453857421875,
"loss": 0.0976,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.2200870513916016,
"rewards/margins": 5.611637115478516,
"rewards/rejected": -6.831724166870117,
"step": 388
},
{
"epoch": 1.728888888888889,
"grad_norm": 28.067974090576172,
"learning_rate": 2.475778302439524e-06,
"logits/chosen": 1.615212321281433,
"logits/rejected": 1.6488571166992188,
"logps/chosen": -317.0101318359375,
"logps/rejected": -197.44625854492188,
"loss": 2.2031,
"rewards/accuracies": 0.5,
"rewards/chosen": -4.956669330596924,
"rewards/margins": 0.2624635696411133,
"rewards/rejected": -5.219132423400879,
"step": 389
},
{
"epoch": 1.7333333333333334,
"grad_norm": 19.71435546875,
"learning_rate": 2.396582676134462e-06,
"logits/chosen": 2.0480542182922363,
"logits/rejected": 2.0675265789031982,
"logps/chosen": -269.1255187988281,
"logps/rejected": -295.6541442871094,
"loss": 1.3784,
"rewards/accuracies": 0.0,
"rewards/chosen": -4.372478485107422,
"rewards/margins": -0.9686035513877869,
"rewards/rejected": -3.4038748741149902,
"step": 390
},
{
"epoch": 1.7377777777777776,
"grad_norm": 3.7129645347595215,
"learning_rate": 2.318610584104142e-06,
"logits/chosen": 1.7886816263198853,
"logits/rejected": 1.657137393951416,
"logps/chosen": -400.5063781738281,
"logps/rejected": -427.5238037109375,
"loss": 0.0983,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.910498142242432,
"rewards/margins": 5.50076961517334,
"rewards/rejected": -10.411267280578613,
"step": 391
},
{
"epoch": 1.7422222222222223,
"grad_norm": 16.56305503845215,
"learning_rate": 2.241866247016869e-06,
"logits/chosen": 2.101799488067627,
"logits/rejected": 2.064134120941162,
"logps/chosen": -435.5615234375,
"logps/rejected": -487.712158203125,
"loss": 0.6052,
"rewards/accuracies": 0.5,
"rewards/chosen": -6.707480430603027,
"rewards/margins": 3.5099639892578125,
"rewards/rejected": -10.21744441986084,
"step": 392
},
{
"epoch": 1.7466666666666666,
"grad_norm": 0.02198374643921852,
"learning_rate": 2.166353819081968e-06,
"logits/chosen": 2.1594762802124023,
"logits/rejected": 2.2261545658111572,
"logps/chosen": -441.47528076171875,
"logps/rejected": -560.4810791015625,
"loss": 0.0004,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.149522304534912,
"rewards/margins": 8.681150436401367,
"rewards/rejected": -11.830673217773438,
"step": 393
},
{
"epoch": 1.751111111111111,
"grad_norm": 14.180363655090332,
"learning_rate": 2.092077387824884e-06,
"logits/chosen": 2.0479955673217773,
"logits/rejected": 1.947251796722412,
"logps/chosen": -368.0101623535156,
"logps/rejected": -422.68780517578125,
"loss": 0.3844,
"rewards/accuracies": 0.5,
"rewards/chosen": -5.151028633117676,
"rewards/margins": 3.9921188354492188,
"rewards/rejected": -9.143147468566895,
"step": 394
},
{
"epoch": 1.7555555555555555,
"grad_norm": 0.006763577461242676,
"learning_rate": 2.0190409738659653e-06,
"logits/chosen": 2.2438273429870605,
"logits/rejected": 2.2101495265960693,
"logps/chosen": -518.1273803710938,
"logps/rejected": -702.2735595703125,
"loss": 0.0001,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.715429782867432,
"rewards/margins": 12.057371139526367,
"rewards/rejected": -16.77280044555664,
"step": 395
},
{
"epoch": 1.76,
"grad_norm": 0.18149635195732117,
"learning_rate": 1.9472485307027945e-06,
"logits/chosen": 2.1681084632873535,
"logits/rejected": 2.203289270401001,
"logps/chosen": -347.28582763671875,
"logps/rejected": -500.73455810546875,
"loss": 0.0034,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.5240983963012695,
"rewards/margins": 6.283698081970215,
"rewards/rejected": -8.807796478271484,
"step": 396
},
{
"epoch": 1.7644444444444445,
"grad_norm": 4.91969108581543,
"learning_rate": 1.876703944496197e-06,
"logits/chosen": 1.9020869731903076,
"logits/rejected": 1.7357096672058105,
"logps/chosen": -352.68695068359375,
"logps/rejected": -305.7750244140625,
"loss": 0.1342,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.5846099853515625,
"rewards/margins": 4.8691534996032715,
"rewards/rejected": -7.453763961791992,
"step": 397
},
{
"epoch": 1.7688888888888887,
"grad_norm": 57.27471923828125,
"learning_rate": 1.8074110338598682e-06,
"logits/chosen": 2.0281596183776855,
"logits/rejected": 1.8878042697906494,
"logps/chosen": -631.1502685546875,
"logps/rejected": -437.7010498046875,
"loss": 3.8594,
"rewards/accuracies": 0.5,
"rewards/chosen": -13.262107849121094,
"rewards/margins": -1.1633968353271484,
"rewards/rejected": -12.098711013793945,
"step": 398
},
{
"epoch": 1.7733333333333334,
"grad_norm": 1.8617291450500488,
"learning_rate": 1.7393735496536944e-06,
"logits/chosen": 2.0407192707061768,
"logits/rejected": 1.8599579334259033,
"logps/chosen": -491.43707275390625,
"logps/rejected": -467.81060791015625,
"loss": 0.0171,
"rewards/accuracies": 1.0,
"rewards/chosen": -8.183530807495117,
"rewards/margins": 7.340937614440918,
"rewards/rejected": -15.524469375610352,
"step": 399
},
{
"epoch": 1.7777777777777777,
"grad_norm": 2.8930482864379883,
"learning_rate": 1.6725951747806918e-06,
"logits/chosen": 1.4244745969772339,
"logits/rejected": 1.4205752611160278,
"logps/chosen": -128.19241333007812,
"logps/rejected": -157.7073974609375,
"loss": 0.3631,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.8688427209854126,
"rewards/margins": 1.723132848739624,
"rewards/rejected": -2.591975450515747,
"step": 400
},
{
"epoch": 1.7822222222222224,
"grad_norm": 3.2958927154541016,
"learning_rate": 1.6070795239876618e-06,
"logits/chosen": 2.2915682792663574,
"logits/rejected": 2.2581777572631836,
"logps/chosen": -368.1529541015625,
"logps/rejected": -491.930419921875,
"loss": 0.0333,
"rewards/accuracies": 1.0,
"rewards/chosen": -3.686471700668335,
"rewards/margins": 7.626599311828613,
"rewards/rejected": -11.313071250915527,
"step": 401
},
{
"epoch": 1.7866666666666666,
"grad_norm": 3.986274480819702,
"learning_rate": 1.5428301436695159e-06,
"logits/chosen": 1.5831184387207031,
"logits/rejected": 1.6049795150756836,
"logps/chosen": -165.51271057128906,
"logps/rejected": -185.55548095703125,
"loss": 0.2804,
"rewards/accuracies": 1.0,
"rewards/chosen": -0.1501312404870987,
"rewards/margins": 1.7175559997558594,
"rewards/rejected": -1.8676872253417969,
"step": 402
},
{
"epoch": 1.791111111111111,
"grad_norm": 29.756507873535156,
"learning_rate": 1.479850511677322e-06,
"logits/chosen": 2.165071487426758,
"logits/rejected": 2.0931169986724854,
"logps/chosen": -528.3546142578125,
"logps/rejected": -583.2621459960938,
"loss": 1.384,
"rewards/accuracies": 0.5,
"rewards/chosen": -6.661299228668213,
"rewards/margins": 4.992590427398682,
"rewards/rejected": -11.653889656066895,
"step": 403
},
{
"epoch": 1.7955555555555556,
"grad_norm": 6.813007354736328,
"learning_rate": 1.4181440371300342e-06,
"logits/chosen": 1.9760260581970215,
"logits/rejected": 1.9418466091156006,
"logps/chosen": -360.95574951171875,
"logps/rejected": -394.4306335449219,
"loss": 0.1623,
"rewards/accuracies": 1.0,
"rewards/chosen": -1.3200485706329346,
"rewards/margins": 4.02227783203125,
"rewards/rejected": -5.3423261642456055,
"step": 404
},
{
"epoch": 1.8,
"grad_norm": 0.347569078207016,
"learning_rate": 1.3577140602299448e-06,
"logits/chosen": 2.0109634399414062,
"logits/rejected": 1.9843730926513672,
"logps/chosen": -423.1788330078125,
"logps/rejected": -527.6969604492188,
"loss": 0.0099,
"rewards/accuracies": 1.0,
"rewards/chosen": -2.6651382446289062,
"rewards/margins": 6.632790565490723,
"rewards/rejected": -9.297929763793945,
"step": 405
},
{
"epoch": 1.8,
"eval_logits/chosen": 2.008713722229004,
"eval_logits/rejected": 1.9683387279510498,
"eval_logps/chosen": -333.8675231933594,
"eval_logps/rejected": -395.43695068359375,
"eval_loss": 0.38143062591552734,
"eval_rewards/accuracies": 0.8214285969734192,
"eval_rewards/chosen": -4.357491493225098,
"eval_rewards/margins": 3.6045258045196533,
"eval_rewards/rejected": -7.96201753616333,
"eval_runtime": 17.3982,
"eval_samples_per_second": 2.874,
"eval_steps_per_second": 0.402,
"step": 405
}
],
"logging_steps": 1,
"max_steps": 450,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 45,
"total_flos": 0.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}