beingbatman commited on
Commit
12f3f52
·
verified ·
1 Parent(s): f922e0e

End of training

Browse files
Files changed (3) hide show
  1. all_results.json +8 -0
  2. test_results.json +8 -0
  3. trainer_state.json +3275 -0
all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 49.00759493670886,
3
+ "eval_accuracy": 0.2564102564102564,
4
+ "eval_loss": 2.5595290660858154,
5
+ "eval_runtime": 6.9771,
6
+ "eval_samples_per_second": 5.59,
7
+ "eval_steps_per_second": 1.433
8
+ }
test_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 49.00759493670886,
3
+ "eval_accuracy": 0.2564102564102564,
4
+ "eval_loss": 2.5595290660858154,
5
+ "eval_runtime": 6.9771,
6
+ "eval_samples_per_second": 5.59,
7
+ "eval_steps_per_second": 1.433
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,3275 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.46808510638297873,
3
+ "best_model_checkpoint": "MAE-CT-CPC-Dicotomized-v6-tricot/checkpoint-1200",
4
+ "epoch": 49.00759493670886,
5
+ "eval_steps": 500,
6
+ "global_step": 3950,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.002531645569620253,
13
+ "grad_norm": 3.760711669921875,
14
+ "learning_rate": 2.5316455696202533e-07,
15
+ "loss": 1.0986,
16
+ "step": 10
17
+ },
18
+ {
19
+ "epoch": 0.005063291139240506,
20
+ "grad_norm": 3.1336684226989746,
21
+ "learning_rate": 5.063291139240507e-07,
22
+ "loss": 1.1068,
23
+ "step": 20
24
+ },
25
+ {
26
+ "epoch": 0.007594936708860759,
27
+ "grad_norm": 4.340556621551514,
28
+ "learning_rate": 7.59493670886076e-07,
29
+ "loss": 1.1121,
30
+ "step": 30
31
+ },
32
+ {
33
+ "epoch": 0.010126582278481013,
34
+ "grad_norm": 1.9803290367126465,
35
+ "learning_rate": 1.0126582278481013e-06,
36
+ "loss": 1.0948,
37
+ "step": 40
38
+ },
39
+ {
40
+ "epoch": 0.012658227848101266,
41
+ "grad_norm": 4.55110502243042,
42
+ "learning_rate": 1.2658227848101267e-06,
43
+ "loss": 1.0829,
44
+ "step": 50
45
+ },
46
+ {
47
+ "epoch": 0.015189873417721518,
48
+ "grad_norm": 3.38923716545105,
49
+ "learning_rate": 1.518987341772152e-06,
50
+ "loss": 1.1132,
51
+ "step": 60
52
+ },
53
+ {
54
+ "epoch": 0.017721518987341773,
55
+ "grad_norm": 2.0994908809661865,
56
+ "learning_rate": 1.7721518987341774e-06,
57
+ "loss": 1.108,
58
+ "step": 70
59
+ },
60
+ {
61
+ "epoch": 0.020253164556962026,
62
+ "grad_norm": 6.034689903259277,
63
+ "learning_rate": 2.0253164556962026e-06,
64
+ "loss": 1.1005,
65
+ "step": 80
66
+ },
67
+ {
68
+ "epoch": 0.020253164556962026,
69
+ "eval_accuracy": 0.3191489361702128,
70
+ "eval_loss": 1.1025245189666748,
71
+ "eval_runtime": 10.0087,
72
+ "eval_samples_per_second": 4.696,
73
+ "eval_steps_per_second": 1.199,
74
+ "step": 80
75
+ },
76
+ {
77
+ "epoch": 1.0025316455696203,
78
+ "grad_norm": 3.7084062099456787,
79
+ "learning_rate": 2.278481012658228e-06,
80
+ "loss": 1.0858,
81
+ "step": 90
82
+ },
83
+ {
84
+ "epoch": 1.0050632911392405,
85
+ "grad_norm": 1.3401702642440796,
86
+ "learning_rate": 2.5316455696202535e-06,
87
+ "loss": 1.0927,
88
+ "step": 100
89
+ },
90
+ {
91
+ "epoch": 1.0075949367088608,
92
+ "grad_norm": 3.43015193939209,
93
+ "learning_rate": 2.7848101265822785e-06,
94
+ "loss": 1.0919,
95
+ "step": 110
96
+ },
97
+ {
98
+ "epoch": 1.010126582278481,
99
+ "grad_norm": 2.784862518310547,
100
+ "learning_rate": 3.037974683544304e-06,
101
+ "loss": 1.0827,
102
+ "step": 120
103
+ },
104
+ {
105
+ "epoch": 1.0126582278481013,
106
+ "grad_norm": 2.417646884918213,
107
+ "learning_rate": 3.2911392405063294e-06,
108
+ "loss": 1.1063,
109
+ "step": 130
110
+ },
111
+ {
112
+ "epoch": 1.0151898734177216,
113
+ "grad_norm": 6.169160842895508,
114
+ "learning_rate": 3.544303797468355e-06,
115
+ "loss": 1.0809,
116
+ "step": 140
117
+ },
118
+ {
119
+ "epoch": 1.0177215189873419,
120
+ "grad_norm": 9.149710655212402,
121
+ "learning_rate": 3.7974683544303802e-06,
122
+ "loss": 1.1522,
123
+ "step": 150
124
+ },
125
+ {
126
+ "epoch": 1.0202531645569621,
127
+ "grad_norm": 9.3113431930542,
128
+ "learning_rate": 4.050632911392405e-06,
129
+ "loss": 1.1073,
130
+ "step": 160
131
+ },
132
+ {
133
+ "epoch": 1.0202531645569621,
134
+ "eval_accuracy": 0.40425531914893614,
135
+ "eval_loss": 1.1014573574066162,
136
+ "eval_runtime": 9.1101,
137
+ "eval_samples_per_second": 5.159,
138
+ "eval_steps_per_second": 1.317,
139
+ "step": 160
140
+ },
141
+ {
142
+ "epoch": 2.0025316455696203,
143
+ "grad_norm": 5.42681360244751,
144
+ "learning_rate": 4.303797468354431e-06,
145
+ "loss": 1.0812,
146
+ "step": 170
147
+ },
148
+ {
149
+ "epoch": 2.0050632911392405,
150
+ "grad_norm": 4.614086151123047,
151
+ "learning_rate": 4.556962025316456e-06,
152
+ "loss": 1.1353,
153
+ "step": 180
154
+ },
155
+ {
156
+ "epoch": 2.007594936708861,
157
+ "grad_norm": 4.795217990875244,
158
+ "learning_rate": 4.8101265822784815e-06,
159
+ "loss": 1.0904,
160
+ "step": 190
161
+ },
162
+ {
163
+ "epoch": 2.010126582278481,
164
+ "grad_norm": 4.968494892120361,
165
+ "learning_rate": 5.063291139240507e-06,
166
+ "loss": 1.0834,
167
+ "step": 200
168
+ },
169
+ {
170
+ "epoch": 2.0126582278481013,
171
+ "grad_norm": 7.959131717681885,
172
+ "learning_rate": 5.3164556962025316e-06,
173
+ "loss": 1.0648,
174
+ "step": 210
175
+ },
176
+ {
177
+ "epoch": 2.0151898734177216,
178
+ "grad_norm": 10.18262767791748,
179
+ "learning_rate": 5.569620253164557e-06,
180
+ "loss": 1.0537,
181
+ "step": 220
182
+ },
183
+ {
184
+ "epoch": 2.017721518987342,
185
+ "grad_norm": 7.758669853210449,
186
+ "learning_rate": 5.8227848101265824e-06,
187
+ "loss": 1.0765,
188
+ "step": 230
189
+ },
190
+ {
191
+ "epoch": 2.020253164556962,
192
+ "grad_norm": 11.847743034362793,
193
+ "learning_rate": 6.075949367088608e-06,
194
+ "loss": 1.117,
195
+ "step": 240
196
+ },
197
+ {
198
+ "epoch": 2.020253164556962,
199
+ "eval_accuracy": 0.23404255319148937,
200
+ "eval_loss": 1.1485627889633179,
201
+ "eval_runtime": 9.2773,
202
+ "eval_samples_per_second": 5.066,
203
+ "eval_steps_per_second": 1.293,
204
+ "step": 240
205
+ },
206
+ {
207
+ "epoch": 3.0025316455696203,
208
+ "grad_norm": 8.35399341583252,
209
+ "learning_rate": 6.329113924050634e-06,
210
+ "loss": 1.0378,
211
+ "step": 250
212
+ },
213
+ {
214
+ "epoch": 3.0050632911392405,
215
+ "grad_norm": 7.146502494812012,
216
+ "learning_rate": 6.582278481012659e-06,
217
+ "loss": 1.0584,
218
+ "step": 260
219
+ },
220
+ {
221
+ "epoch": 3.007594936708861,
222
+ "grad_norm": 12.241239547729492,
223
+ "learning_rate": 6.835443037974684e-06,
224
+ "loss": 1.0281,
225
+ "step": 270
226
+ },
227
+ {
228
+ "epoch": 3.010126582278481,
229
+ "grad_norm": 14.954208374023438,
230
+ "learning_rate": 7.08860759493671e-06,
231
+ "loss": 1.0181,
232
+ "step": 280
233
+ },
234
+ {
235
+ "epoch": 3.0126582278481013,
236
+ "grad_norm": 16.156879425048828,
237
+ "learning_rate": 7.341772151898735e-06,
238
+ "loss": 1.019,
239
+ "step": 290
240
+ },
241
+ {
242
+ "epoch": 3.0151898734177216,
243
+ "grad_norm": 11.172712326049805,
244
+ "learning_rate": 7.5949367088607605e-06,
245
+ "loss": 1.0673,
246
+ "step": 300
247
+ },
248
+ {
249
+ "epoch": 3.017721518987342,
250
+ "grad_norm": 6.405689239501953,
251
+ "learning_rate": 7.848101265822786e-06,
252
+ "loss": 1.0382,
253
+ "step": 310
254
+ },
255
+ {
256
+ "epoch": 3.020253164556962,
257
+ "grad_norm": 21.32834243774414,
258
+ "learning_rate": 8.10126582278481e-06,
259
+ "loss": 1.0481,
260
+ "step": 320
261
+ },
262
+ {
263
+ "epoch": 3.020253164556962,
264
+ "eval_accuracy": 0.1702127659574468,
265
+ "eval_loss": 1.1603105068206787,
266
+ "eval_runtime": 9.6154,
267
+ "eval_samples_per_second": 4.888,
268
+ "eval_steps_per_second": 1.248,
269
+ "step": 320
270
+ },
271
+ {
272
+ "epoch": 4.00253164556962,
273
+ "grad_norm": 12.187129020690918,
274
+ "learning_rate": 8.354430379746837e-06,
275
+ "loss": 0.9641,
276
+ "step": 330
277
+ },
278
+ {
279
+ "epoch": 4.0050632911392405,
280
+ "grad_norm": 13.029256820678711,
281
+ "learning_rate": 8.607594936708861e-06,
282
+ "loss": 0.8872,
283
+ "step": 340
284
+ },
285
+ {
286
+ "epoch": 4.007594936708861,
287
+ "grad_norm": 12.334785461425781,
288
+ "learning_rate": 8.860759493670886e-06,
289
+ "loss": 0.9901,
290
+ "step": 350
291
+ },
292
+ {
293
+ "epoch": 4.010126582278481,
294
+ "grad_norm": 19.241605758666992,
295
+ "learning_rate": 9.113924050632912e-06,
296
+ "loss": 0.9087,
297
+ "step": 360
298
+ },
299
+ {
300
+ "epoch": 4.012658227848101,
301
+ "grad_norm": 14.55397891998291,
302
+ "learning_rate": 9.367088607594937e-06,
303
+ "loss": 0.9091,
304
+ "step": 370
305
+ },
306
+ {
307
+ "epoch": 4.015189873417722,
308
+ "grad_norm": 14.195683479309082,
309
+ "learning_rate": 9.620253164556963e-06,
310
+ "loss": 0.9591,
311
+ "step": 380
312
+ },
313
+ {
314
+ "epoch": 4.017721518987342,
315
+ "grad_norm": 11.787992477416992,
316
+ "learning_rate": 9.87341772151899e-06,
317
+ "loss": 0.9352,
318
+ "step": 390
319
+ },
320
+ {
321
+ "epoch": 4.020253164556962,
322
+ "grad_norm": 37.00648498535156,
323
+ "learning_rate": 9.985935302391e-06,
324
+ "loss": 1.0614,
325
+ "step": 400
326
+ },
327
+ {
328
+ "epoch": 4.020253164556962,
329
+ "eval_accuracy": 0.2978723404255319,
330
+ "eval_loss": 1.2154021263122559,
331
+ "eval_runtime": 9.1769,
332
+ "eval_samples_per_second": 5.122,
333
+ "eval_steps_per_second": 1.308,
334
+ "step": 400
335
+ },
336
+ {
337
+ "epoch": 5.00253164556962,
338
+ "grad_norm": 12.617149353027344,
339
+ "learning_rate": 9.957805907172996e-06,
340
+ "loss": 0.806,
341
+ "step": 410
342
+ },
343
+ {
344
+ "epoch": 5.0050632911392405,
345
+ "grad_norm": 19.428220748901367,
346
+ "learning_rate": 9.929676511954994e-06,
347
+ "loss": 1.0,
348
+ "step": 420
349
+ },
350
+ {
351
+ "epoch": 5.007594936708861,
352
+ "grad_norm": 23.193632125854492,
353
+ "learning_rate": 9.901547116736992e-06,
354
+ "loss": 1.0473,
355
+ "step": 430
356
+ },
357
+ {
358
+ "epoch": 5.010126582278481,
359
+ "grad_norm": 15.946794509887695,
360
+ "learning_rate": 9.87341772151899e-06,
361
+ "loss": 0.8784,
362
+ "step": 440
363
+ },
364
+ {
365
+ "epoch": 5.012658227848101,
366
+ "grad_norm": 26.185508728027344,
367
+ "learning_rate": 9.845288326300985e-06,
368
+ "loss": 0.9104,
369
+ "step": 450
370
+ },
371
+ {
372
+ "epoch": 5.015189873417722,
373
+ "grad_norm": 17.916744232177734,
374
+ "learning_rate": 9.817158931082983e-06,
375
+ "loss": 0.8883,
376
+ "step": 460
377
+ },
378
+ {
379
+ "epoch": 5.017721518987342,
380
+ "grad_norm": 32.958045959472656,
381
+ "learning_rate": 9.78902953586498e-06,
382
+ "loss": 0.9555,
383
+ "step": 470
384
+ },
385
+ {
386
+ "epoch": 5.020253164556962,
387
+ "grad_norm": 20.871667861938477,
388
+ "learning_rate": 9.760900140646977e-06,
389
+ "loss": 0.9155,
390
+ "step": 480
391
+ },
392
+ {
393
+ "epoch": 5.020253164556962,
394
+ "eval_accuracy": 0.3829787234042553,
395
+ "eval_loss": 1.123763918876648,
396
+ "eval_runtime": 9.1226,
397
+ "eval_samples_per_second": 5.152,
398
+ "eval_steps_per_second": 1.315,
399
+ "step": 480
400
+ },
401
+ {
402
+ "epoch": 6.00253164556962,
403
+ "grad_norm": 16.76120948791504,
404
+ "learning_rate": 9.732770745428974e-06,
405
+ "loss": 0.8061,
406
+ "step": 490
407
+ },
408
+ {
409
+ "epoch": 6.0050632911392405,
410
+ "grad_norm": 16.275365829467773,
411
+ "learning_rate": 9.704641350210972e-06,
412
+ "loss": 0.7271,
413
+ "step": 500
414
+ },
415
+ {
416
+ "epoch": 6.007594936708861,
417
+ "grad_norm": 20.02506446838379,
418
+ "learning_rate": 9.67651195499297e-06,
419
+ "loss": 0.808,
420
+ "step": 510
421
+ },
422
+ {
423
+ "epoch": 6.010126582278481,
424
+ "grad_norm": 30.183837890625,
425
+ "learning_rate": 9.648382559774965e-06,
426
+ "loss": 0.8235,
427
+ "step": 520
428
+ },
429
+ {
430
+ "epoch": 6.012658227848101,
431
+ "grad_norm": 16.959373474121094,
432
+ "learning_rate": 9.620253164556963e-06,
433
+ "loss": 0.8137,
434
+ "step": 530
435
+ },
436
+ {
437
+ "epoch": 6.015189873417722,
438
+ "grad_norm": 29.162246704101562,
439
+ "learning_rate": 9.59212376933896e-06,
440
+ "loss": 0.7164,
441
+ "step": 540
442
+ },
443
+ {
444
+ "epoch": 6.017721518987342,
445
+ "grad_norm": 65.3390884399414,
446
+ "learning_rate": 9.563994374120957e-06,
447
+ "loss": 0.8364,
448
+ "step": 550
449
+ },
450
+ {
451
+ "epoch": 6.020253164556962,
452
+ "grad_norm": 36.35063552856445,
453
+ "learning_rate": 9.535864978902954e-06,
454
+ "loss": 0.9109,
455
+ "step": 560
456
+ },
457
+ {
458
+ "epoch": 6.020253164556962,
459
+ "eval_accuracy": 0.44680851063829785,
460
+ "eval_loss": 1.1734052896499634,
461
+ "eval_runtime": 9.3875,
462
+ "eval_samples_per_second": 5.007,
463
+ "eval_steps_per_second": 1.278,
464
+ "step": 560
465
+ },
466
+ {
467
+ "epoch": 7.00253164556962,
468
+ "grad_norm": 15.767574310302734,
469
+ "learning_rate": 9.507735583684952e-06,
470
+ "loss": 0.8023,
471
+ "step": 570
472
+ },
473
+ {
474
+ "epoch": 7.0050632911392405,
475
+ "grad_norm": 28.233354568481445,
476
+ "learning_rate": 9.47960618846695e-06,
477
+ "loss": 0.687,
478
+ "step": 580
479
+ },
480
+ {
481
+ "epoch": 7.007594936708861,
482
+ "grad_norm": 34.78061294555664,
483
+ "learning_rate": 9.451476793248946e-06,
484
+ "loss": 0.6199,
485
+ "step": 590
486
+ },
487
+ {
488
+ "epoch": 7.010126582278481,
489
+ "grad_norm": 18.762407302856445,
490
+ "learning_rate": 9.423347398030943e-06,
491
+ "loss": 0.7075,
492
+ "step": 600
493
+ },
494
+ {
495
+ "epoch": 7.012658227848101,
496
+ "grad_norm": 70.0352554321289,
497
+ "learning_rate": 9.395218002812941e-06,
498
+ "loss": 0.7117,
499
+ "step": 610
500
+ },
501
+ {
502
+ "epoch": 7.015189873417722,
503
+ "grad_norm": 23.976449966430664,
504
+ "learning_rate": 9.367088607594937e-06,
505
+ "loss": 0.7338,
506
+ "step": 620
507
+ },
508
+ {
509
+ "epoch": 7.017721518987342,
510
+ "grad_norm": 32.20431900024414,
511
+ "learning_rate": 9.338959212376934e-06,
512
+ "loss": 0.625,
513
+ "step": 630
514
+ },
515
+ {
516
+ "epoch": 7.020253164556962,
517
+ "grad_norm": 32.83122253417969,
518
+ "learning_rate": 9.310829817158932e-06,
519
+ "loss": 0.6969,
520
+ "step": 640
521
+ },
522
+ {
523
+ "epoch": 7.020253164556962,
524
+ "eval_accuracy": 0.44680851063829785,
525
+ "eval_loss": 1.2587645053863525,
526
+ "eval_runtime": 8.5327,
527
+ "eval_samples_per_second": 5.508,
528
+ "eval_steps_per_second": 1.406,
529
+ "step": 640
530
+ },
531
+ {
532
+ "epoch": 8.00253164556962,
533
+ "grad_norm": 24.469850540161133,
534
+ "learning_rate": 9.28270042194093e-06,
535
+ "loss": 0.4605,
536
+ "step": 650
537
+ },
538
+ {
539
+ "epoch": 8.00506329113924,
540
+ "grad_norm": 30.739809036254883,
541
+ "learning_rate": 9.254571026722926e-06,
542
+ "loss": 0.6949,
543
+ "step": 660
544
+ },
545
+ {
546
+ "epoch": 8.00759493670886,
547
+ "grad_norm": 34.987892150878906,
548
+ "learning_rate": 9.226441631504923e-06,
549
+ "loss": 0.6473,
550
+ "step": 670
551
+ },
552
+ {
553
+ "epoch": 8.010126582278481,
554
+ "grad_norm": 13.710770606994629,
555
+ "learning_rate": 9.198312236286921e-06,
556
+ "loss": 0.5177,
557
+ "step": 680
558
+ },
559
+ {
560
+ "epoch": 8.012658227848101,
561
+ "grad_norm": 19.927839279174805,
562
+ "learning_rate": 9.170182841068917e-06,
563
+ "loss": 0.6864,
564
+ "step": 690
565
+ },
566
+ {
567
+ "epoch": 8.015189873417722,
568
+ "grad_norm": 10.516642570495605,
569
+ "learning_rate": 9.142053445850915e-06,
570
+ "loss": 0.5454,
571
+ "step": 700
572
+ },
573
+ {
574
+ "epoch": 8.017721518987342,
575
+ "grad_norm": 23.24897575378418,
576
+ "learning_rate": 9.113924050632912e-06,
577
+ "loss": 0.6143,
578
+ "step": 710
579
+ },
580
+ {
581
+ "epoch": 8.020253164556962,
582
+ "grad_norm": 16.84145164489746,
583
+ "learning_rate": 9.085794655414908e-06,
584
+ "loss": 0.6381,
585
+ "step": 720
586
+ },
587
+ {
588
+ "epoch": 8.020253164556962,
589
+ "eval_accuracy": 0.425531914893617,
590
+ "eval_loss": 1.2711387872695923,
591
+ "eval_runtime": 8.5388,
592
+ "eval_samples_per_second": 5.504,
593
+ "eval_steps_per_second": 1.405,
594
+ "step": 720
595
+ },
596
+ {
597
+ "epoch": 9.00253164556962,
598
+ "grad_norm": 14.482467651367188,
599
+ "learning_rate": 9.057665260196906e-06,
600
+ "loss": 0.5143,
601
+ "step": 730
602
+ },
603
+ {
604
+ "epoch": 9.00506329113924,
605
+ "grad_norm": 28.448471069335938,
606
+ "learning_rate": 9.029535864978903e-06,
607
+ "loss": 0.5399,
608
+ "step": 740
609
+ },
610
+ {
611
+ "epoch": 9.00759493670886,
612
+ "grad_norm": 24.899137496948242,
613
+ "learning_rate": 9.001406469760901e-06,
614
+ "loss": 0.4783,
615
+ "step": 750
616
+ },
617
+ {
618
+ "epoch": 9.010126582278481,
619
+ "grad_norm": 32.908470153808594,
620
+ "learning_rate": 8.973277074542897e-06,
621
+ "loss": 0.6049,
622
+ "step": 760
623
+ },
624
+ {
625
+ "epoch": 9.012658227848101,
626
+ "grad_norm": 30.97938346862793,
627
+ "learning_rate": 8.945147679324895e-06,
628
+ "loss": 0.5292,
629
+ "step": 770
630
+ },
631
+ {
632
+ "epoch": 9.015189873417722,
633
+ "grad_norm": 15.302186965942383,
634
+ "learning_rate": 8.917018284106892e-06,
635
+ "loss": 0.5043,
636
+ "step": 780
637
+ },
638
+ {
639
+ "epoch": 9.017721518987342,
640
+ "grad_norm": 6.016586780548096,
641
+ "learning_rate": 8.888888888888888e-06,
642
+ "loss": 0.5436,
643
+ "step": 790
644
+ },
645
+ {
646
+ "epoch": 9.020253164556962,
647
+ "grad_norm": 38.37864685058594,
648
+ "learning_rate": 8.860759493670886e-06,
649
+ "loss": 0.5455,
650
+ "step": 800
651
+ },
652
+ {
653
+ "epoch": 9.020253164556962,
654
+ "eval_accuracy": 0.3829787234042553,
655
+ "eval_loss": 1.397441029548645,
656
+ "eval_runtime": 9.0173,
657
+ "eval_samples_per_second": 5.212,
658
+ "eval_steps_per_second": 1.331,
659
+ "step": 800
660
+ },
661
+ {
662
+ "epoch": 10.00253164556962,
663
+ "grad_norm": 37.03520965576172,
664
+ "learning_rate": 8.832630098452884e-06,
665
+ "loss": 0.2854,
666
+ "step": 810
667
+ },
668
+ {
669
+ "epoch": 10.00506329113924,
670
+ "grad_norm": 28.204374313354492,
671
+ "learning_rate": 8.804500703234881e-06,
672
+ "loss": 0.3685,
673
+ "step": 820
674
+ },
675
+ {
676
+ "epoch": 10.00759493670886,
677
+ "grad_norm": 49.104583740234375,
678
+ "learning_rate": 8.776371308016879e-06,
679
+ "loss": 0.505,
680
+ "step": 830
681
+ },
682
+ {
683
+ "epoch": 10.010126582278481,
684
+ "grad_norm": 43.10760498046875,
685
+ "learning_rate": 8.748241912798877e-06,
686
+ "loss": 0.4673,
687
+ "step": 840
688
+ },
689
+ {
690
+ "epoch": 10.012658227848101,
691
+ "grad_norm": 42.76717758178711,
692
+ "learning_rate": 8.720112517580872e-06,
693
+ "loss": 0.5466,
694
+ "step": 850
695
+ },
696
+ {
697
+ "epoch": 10.015189873417722,
698
+ "grad_norm": 15.837285995483398,
699
+ "learning_rate": 8.69198312236287e-06,
700
+ "loss": 0.4993,
701
+ "step": 860
702
+ },
703
+ {
704
+ "epoch": 10.017721518987342,
705
+ "grad_norm": 29.81525993347168,
706
+ "learning_rate": 8.663853727144868e-06,
707
+ "loss": 0.6739,
708
+ "step": 870
709
+ },
710
+ {
711
+ "epoch": 10.020253164556962,
712
+ "grad_norm": 3.9737327098846436,
713
+ "learning_rate": 8.635724331926865e-06,
714
+ "loss": 0.4878,
715
+ "step": 880
716
+ },
717
+ {
718
+ "epoch": 10.020253164556962,
719
+ "eval_accuracy": 0.44680851063829785,
720
+ "eval_loss": 1.2367063760757446,
721
+ "eval_runtime": 8.5434,
722
+ "eval_samples_per_second": 5.501,
723
+ "eval_steps_per_second": 1.405,
724
+ "step": 880
725
+ },
726
+ {
727
+ "epoch": 11.00253164556962,
728
+ "grad_norm": 5.285787582397461,
729
+ "learning_rate": 8.607594936708861e-06,
730
+ "loss": 0.2708,
731
+ "step": 890
732
+ },
733
+ {
734
+ "epoch": 11.00506329113924,
735
+ "grad_norm": 24.084455490112305,
736
+ "learning_rate": 8.579465541490859e-06,
737
+ "loss": 0.3374,
738
+ "step": 900
739
+ },
740
+ {
741
+ "epoch": 11.00759493670886,
742
+ "grad_norm": 44.67960739135742,
743
+ "learning_rate": 8.551336146272857e-06,
744
+ "loss": 0.344,
745
+ "step": 910
746
+ },
747
+ {
748
+ "epoch": 11.010126582278481,
749
+ "grad_norm": 44.98979949951172,
750
+ "learning_rate": 8.523206751054853e-06,
751
+ "loss": 0.4461,
752
+ "step": 920
753
+ },
754
+ {
755
+ "epoch": 11.012658227848101,
756
+ "grad_norm": 47.225440979003906,
757
+ "learning_rate": 8.49507735583685e-06,
758
+ "loss": 0.3232,
759
+ "step": 930
760
+ },
761
+ {
762
+ "epoch": 11.015189873417722,
763
+ "grad_norm": 54.807865142822266,
764
+ "learning_rate": 8.466947960618848e-06,
765
+ "loss": 0.4236,
766
+ "step": 940
767
+ },
768
+ {
769
+ "epoch": 11.017721518987342,
770
+ "grad_norm": 59.33114242553711,
771
+ "learning_rate": 8.438818565400846e-06,
772
+ "loss": 0.4856,
773
+ "step": 950
774
+ },
775
+ {
776
+ "epoch": 11.020253164556962,
777
+ "grad_norm": 73.03024291992188,
778
+ "learning_rate": 8.410689170182841e-06,
779
+ "loss": 0.3125,
780
+ "step": 960
781
+ },
782
+ {
783
+ "epoch": 11.020253164556962,
784
+ "eval_accuracy": 0.44680851063829785,
785
+ "eval_loss": 1.5499666929244995,
786
+ "eval_runtime": 8.5355,
787
+ "eval_samples_per_second": 5.506,
788
+ "eval_steps_per_second": 1.406,
789
+ "step": 960
790
+ },
791
+ {
792
+ "epoch": 12.00253164556962,
793
+ "grad_norm": 2.4662981033325195,
794
+ "learning_rate": 8.382559774964839e-06,
795
+ "loss": 0.2143,
796
+ "step": 970
797
+ },
798
+ {
799
+ "epoch": 12.00506329113924,
800
+ "grad_norm": 15.445357322692871,
801
+ "learning_rate": 8.354430379746837e-06,
802
+ "loss": 0.1185,
803
+ "step": 980
804
+ },
805
+ {
806
+ "epoch": 12.00759493670886,
807
+ "grad_norm": 49.94412612915039,
808
+ "learning_rate": 8.326300984528833e-06,
809
+ "loss": 0.5804,
810
+ "step": 990
811
+ },
812
+ {
813
+ "epoch": 12.010126582278481,
814
+ "grad_norm": 74.07793426513672,
815
+ "learning_rate": 8.29817158931083e-06,
816
+ "loss": 0.5126,
817
+ "step": 1000
818
+ },
819
+ {
820
+ "epoch": 12.012658227848101,
821
+ "grad_norm": 41.05870819091797,
822
+ "learning_rate": 8.270042194092828e-06,
823
+ "loss": 0.3563,
824
+ "step": 1010
825
+ },
826
+ {
827
+ "epoch": 12.015189873417722,
828
+ "grad_norm": 38.70441818237305,
829
+ "learning_rate": 8.241912798874826e-06,
830
+ "loss": 0.3129,
831
+ "step": 1020
832
+ },
833
+ {
834
+ "epoch": 12.017721518987342,
835
+ "grad_norm": 58.30833435058594,
836
+ "learning_rate": 8.213783403656822e-06,
837
+ "loss": 0.5785,
838
+ "step": 1030
839
+ },
840
+ {
841
+ "epoch": 12.020253164556962,
842
+ "grad_norm": 21.522768020629883,
843
+ "learning_rate": 8.18565400843882e-06,
844
+ "loss": 0.5886,
845
+ "step": 1040
846
+ },
847
+ {
848
+ "epoch": 12.020253164556962,
849
+ "eval_accuracy": 0.3191489361702128,
850
+ "eval_loss": 1.7876856327056885,
851
+ "eval_runtime": 8.4637,
852
+ "eval_samples_per_second": 5.553,
853
+ "eval_steps_per_second": 1.418,
854
+ "step": 1040
855
+ },
856
+ {
857
+ "epoch": 13.00253164556962,
858
+ "grad_norm": 21.94713020324707,
859
+ "learning_rate": 8.157524613220817e-06,
860
+ "loss": 0.5098,
861
+ "step": 1050
862
+ },
863
+ {
864
+ "epoch": 13.00506329113924,
865
+ "grad_norm": 50.94339370727539,
866
+ "learning_rate": 8.129395218002813e-06,
867
+ "loss": 0.4418,
868
+ "step": 1060
869
+ },
870
+ {
871
+ "epoch": 13.00759493670886,
872
+ "grad_norm": 48.228641510009766,
873
+ "learning_rate": 8.10126582278481e-06,
874
+ "loss": 0.2643,
875
+ "step": 1070
876
+ },
877
+ {
878
+ "epoch": 13.010126582278481,
879
+ "grad_norm": 4.573431968688965,
880
+ "learning_rate": 8.073136427566808e-06,
881
+ "loss": 0.237,
882
+ "step": 1080
883
+ },
884
+ {
885
+ "epoch": 13.012658227848101,
886
+ "grad_norm": 10.239933013916016,
887
+ "learning_rate": 8.045007032348806e-06,
888
+ "loss": 0.3282,
889
+ "step": 1090
890
+ },
891
+ {
892
+ "epoch": 13.015189873417722,
893
+ "grad_norm": 50.27717971801758,
894
+ "learning_rate": 8.016877637130802e-06,
895
+ "loss": 0.6337,
896
+ "step": 1100
897
+ },
898
+ {
899
+ "epoch": 13.017721518987342,
900
+ "grad_norm": 0.98967045545578,
901
+ "learning_rate": 7.9887482419128e-06,
902
+ "loss": 0.2943,
903
+ "step": 1110
904
+ },
905
+ {
906
+ "epoch": 13.020253164556962,
907
+ "grad_norm": 22.69672393798828,
908
+ "learning_rate": 7.960618846694797e-06,
909
+ "loss": 0.1826,
910
+ "step": 1120
911
+ },
912
+ {
913
+ "epoch": 13.020253164556962,
914
+ "eval_accuracy": 0.3404255319148936,
915
+ "eval_loss": 1.812400460243225,
916
+ "eval_runtime": 8.4503,
917
+ "eval_samples_per_second": 5.562,
918
+ "eval_steps_per_second": 1.42,
919
+ "step": 1120
920
+ },
921
+ {
922
+ "epoch": 14.00253164556962,
923
+ "grad_norm": 6.671234130859375,
924
+ "learning_rate": 7.932489451476793e-06,
925
+ "loss": 0.2216,
926
+ "step": 1130
927
+ },
928
+ {
929
+ "epoch": 14.00506329113924,
930
+ "grad_norm": 9.171055793762207,
931
+ "learning_rate": 7.90436005625879e-06,
932
+ "loss": 0.322,
933
+ "step": 1140
934
+ },
935
+ {
936
+ "epoch": 14.00759493670886,
937
+ "grad_norm": 12.581557273864746,
938
+ "learning_rate": 7.876230661040788e-06,
939
+ "loss": 0.6145,
940
+ "step": 1150
941
+ },
942
+ {
943
+ "epoch": 14.010126582278481,
944
+ "grad_norm": 7.152590274810791,
945
+ "learning_rate": 7.848101265822786e-06,
946
+ "loss": 0.1229,
947
+ "step": 1160
948
+ },
949
+ {
950
+ "epoch": 14.012658227848101,
951
+ "grad_norm": 0.8645901083946228,
952
+ "learning_rate": 7.819971870604782e-06,
953
+ "loss": 0.1611,
954
+ "step": 1170
955
+ },
956
+ {
957
+ "epoch": 14.015189873417722,
958
+ "grad_norm": 1.11472749710083,
959
+ "learning_rate": 7.79184247538678e-06,
960
+ "loss": 0.4917,
961
+ "step": 1180
962
+ },
963
+ {
964
+ "epoch": 14.017721518987342,
965
+ "grad_norm": 107.85749816894531,
966
+ "learning_rate": 7.763713080168777e-06,
967
+ "loss": 0.9024,
968
+ "step": 1190
969
+ },
970
+ {
971
+ "epoch": 14.020253164556962,
972
+ "grad_norm": 14.994379997253418,
973
+ "learning_rate": 7.735583684950773e-06,
974
+ "loss": 0.3447,
975
+ "step": 1200
976
+ },
977
+ {
978
+ "epoch": 14.020253164556962,
979
+ "eval_accuracy": 0.46808510638297873,
980
+ "eval_loss": 1.9852231740951538,
981
+ "eval_runtime": 8.5469,
982
+ "eval_samples_per_second": 5.499,
983
+ "eval_steps_per_second": 1.404,
984
+ "step": 1200
985
+ },
986
+ {
987
+ "epoch": 15.00253164556962,
988
+ "grad_norm": 24.349227905273438,
989
+ "learning_rate": 7.70745428973277e-06,
990
+ "loss": 0.2401,
991
+ "step": 1210
992
+ },
993
+ {
994
+ "epoch": 15.00506329113924,
995
+ "grad_norm": 21.898780822753906,
996
+ "learning_rate": 7.679324894514768e-06,
997
+ "loss": 0.0448,
998
+ "step": 1220
999
+ },
1000
+ {
1001
+ "epoch": 15.00759493670886,
1002
+ "grad_norm": 22.42329978942871,
1003
+ "learning_rate": 7.651195499296766e-06,
1004
+ "loss": 0.0714,
1005
+ "step": 1230
1006
+ },
1007
+ {
1008
+ "epoch": 15.010126582278481,
1009
+ "grad_norm": 47.88456726074219,
1010
+ "learning_rate": 7.623066104078764e-06,
1011
+ "loss": 0.0964,
1012
+ "step": 1240
1013
+ },
1014
+ {
1015
+ "epoch": 15.012658227848101,
1016
+ "grad_norm": 35.635562896728516,
1017
+ "learning_rate": 7.5949367088607605e-06,
1018
+ "loss": 0.2036,
1019
+ "step": 1250
1020
+ },
1021
+ {
1022
+ "epoch": 15.015189873417722,
1023
+ "grad_norm": 4.004649639129639,
1024
+ "learning_rate": 7.566807313642758e-06,
1025
+ "loss": 0.2016,
1026
+ "step": 1260
1027
+ },
1028
+ {
1029
+ "epoch": 15.017721518987342,
1030
+ "grad_norm": 90.96910095214844,
1031
+ "learning_rate": 7.538677918424755e-06,
1032
+ "loss": 0.443,
1033
+ "step": 1270
1034
+ },
1035
+ {
1036
+ "epoch": 15.020253164556962,
1037
+ "grad_norm": 2.9360158443450928,
1038
+ "learning_rate": 7.510548523206752e-06,
1039
+ "loss": 0.2065,
1040
+ "step": 1280
1041
+ },
1042
+ {
1043
+ "epoch": 15.020253164556962,
1044
+ "eval_accuracy": 0.40425531914893614,
1045
+ "eval_loss": 2.3935444355010986,
1046
+ "eval_runtime": 8.466,
1047
+ "eval_samples_per_second": 5.552,
1048
+ "eval_steps_per_second": 1.417,
1049
+ "step": 1280
1050
+ },
1051
+ {
1052
+ "epoch": 16.00253164556962,
1053
+ "grad_norm": 1.5907315015792847,
1054
+ "learning_rate": 7.482419127988749e-06,
1055
+ "loss": 0.2055,
1056
+ "step": 1290
1057
+ },
1058
+ {
1059
+ "epoch": 16.00506329113924,
1060
+ "grad_norm": 75.98424530029297,
1061
+ "learning_rate": 7.454289732770746e-06,
1062
+ "loss": 0.1082,
1063
+ "step": 1300
1064
+ },
1065
+ {
1066
+ "epoch": 16.00759493670886,
1067
+ "grad_norm": 0.1283876597881317,
1068
+ "learning_rate": 7.426160337552744e-06,
1069
+ "loss": 0.0128,
1070
+ "step": 1310
1071
+ },
1072
+ {
1073
+ "epoch": 16.01012658227848,
1074
+ "grad_norm": 0.6492541432380676,
1075
+ "learning_rate": 7.398030942334741e-06,
1076
+ "loss": 0.1411,
1077
+ "step": 1320
1078
+ },
1079
+ {
1080
+ "epoch": 16.0126582278481,
1081
+ "grad_norm": 0.14707793295383453,
1082
+ "learning_rate": 7.369901547116738e-06,
1083
+ "loss": 0.119,
1084
+ "step": 1330
1085
+ },
1086
+ {
1087
+ "epoch": 16.01518987341772,
1088
+ "grad_norm": 1.1961164474487305,
1089
+ "learning_rate": 7.341772151898735e-06,
1090
+ "loss": 0.2281,
1091
+ "step": 1340
1092
+ },
1093
+ {
1094
+ "epoch": 16.01772151898734,
1095
+ "grad_norm": 3.3282575607299805,
1096
+ "learning_rate": 7.313642756680732e-06,
1097
+ "loss": 0.0599,
1098
+ "step": 1350
1099
+ },
1100
+ {
1101
+ "epoch": 16.020253164556962,
1102
+ "grad_norm": 225.71522521972656,
1103
+ "learning_rate": 7.2855133614627295e-06,
1104
+ "loss": 0.3104,
1105
+ "step": 1360
1106
+ },
1107
+ {
1108
+ "epoch": 16.020253164556962,
1109
+ "eval_accuracy": 0.3191489361702128,
1110
+ "eval_loss": 2.998093366622925,
1111
+ "eval_runtime": 8.4852,
1112
+ "eval_samples_per_second": 5.539,
1113
+ "eval_steps_per_second": 1.414,
1114
+ "step": 1360
1115
+ },
1116
+ {
1117
+ "epoch": 17.00253164556962,
1118
+ "grad_norm": 0.06949834525585175,
1119
+ "learning_rate": 7.257383966244726e-06,
1120
+ "loss": 0.1566,
1121
+ "step": 1370
1122
+ },
1123
+ {
1124
+ "epoch": 17.00506329113924,
1125
+ "grad_norm": 1.2171714305877686,
1126
+ "learning_rate": 7.229254571026724e-06,
1127
+ "loss": 0.1073,
1128
+ "step": 1380
1129
+ },
1130
+ {
1131
+ "epoch": 17.00759493670886,
1132
+ "grad_norm": 0.09082494676113129,
1133
+ "learning_rate": 7.201125175808721e-06,
1134
+ "loss": 0.2472,
1135
+ "step": 1390
1136
+ },
1137
+ {
1138
+ "epoch": 17.01012658227848,
1139
+ "grad_norm": 4.602968215942383,
1140
+ "learning_rate": 7.172995780590718e-06,
1141
+ "loss": 0.1145,
1142
+ "step": 1400
1143
+ },
1144
+ {
1145
+ "epoch": 17.0126582278481,
1146
+ "grad_norm": 125.78803253173828,
1147
+ "learning_rate": 7.144866385372715e-06,
1148
+ "loss": 0.1733,
1149
+ "step": 1410
1150
+ },
1151
+ {
1152
+ "epoch": 17.01518987341772,
1153
+ "grad_norm": 19.27991485595703,
1154
+ "learning_rate": 7.116736990154712e-06,
1155
+ "loss": 0.1231,
1156
+ "step": 1420
1157
+ },
1158
+ {
1159
+ "epoch": 17.01772151898734,
1160
+ "grad_norm": 28.62449073791504,
1161
+ "learning_rate": 7.08860759493671e-06,
1162
+ "loss": 0.1575,
1163
+ "step": 1430
1164
+ },
1165
+ {
1166
+ "epoch": 17.020253164556962,
1167
+ "grad_norm": 238.7103729248047,
1168
+ "learning_rate": 7.060478199718706e-06,
1169
+ "loss": 0.3517,
1170
+ "step": 1440
1171
+ },
1172
+ {
1173
+ "epoch": 17.020253164556962,
1174
+ "eval_accuracy": 0.3829787234042553,
1175
+ "eval_loss": 2.552189350128174,
1176
+ "eval_runtime": 8.4896,
1177
+ "eval_samples_per_second": 5.536,
1178
+ "eval_steps_per_second": 1.413,
1179
+ "step": 1440
1180
+ },
1181
+ {
1182
+ "epoch": 18.00253164556962,
1183
+ "grad_norm": 0.39606913924217224,
1184
+ "learning_rate": 7.032348804500704e-06,
1185
+ "loss": 0.1785,
1186
+ "step": 1450
1187
+ },
1188
+ {
1189
+ "epoch": 18.00506329113924,
1190
+ "grad_norm": 0.8556973338127136,
1191
+ "learning_rate": 7.004219409282701e-06,
1192
+ "loss": 0.1719,
1193
+ "step": 1460
1194
+ },
1195
+ {
1196
+ "epoch": 18.00759493670886,
1197
+ "grad_norm": 0.09971759468317032,
1198
+ "learning_rate": 6.9760900140646985e-06,
1199
+ "loss": 0.193,
1200
+ "step": 1470
1201
+ },
1202
+ {
1203
+ "epoch": 18.01012658227848,
1204
+ "grad_norm": 0.11218991130590439,
1205
+ "learning_rate": 6.947960618846695e-06,
1206
+ "loss": 0.0563,
1207
+ "step": 1480
1208
+ },
1209
+ {
1210
+ "epoch": 18.0126582278481,
1211
+ "grad_norm": 3.4581549167633057,
1212
+ "learning_rate": 6.919831223628692e-06,
1213
+ "loss": 0.0881,
1214
+ "step": 1490
1215
+ },
1216
+ {
1217
+ "epoch": 18.01518987341772,
1218
+ "grad_norm": 13.419587135314941,
1219
+ "learning_rate": 6.89170182841069e-06,
1220
+ "loss": 0.0535,
1221
+ "step": 1500
1222
+ },
1223
+ {
1224
+ "epoch": 18.01772151898734,
1225
+ "grad_norm": 73.61225891113281,
1226
+ "learning_rate": 6.8635724331926865e-06,
1227
+ "loss": 0.009,
1228
+ "step": 1510
1229
+ },
1230
+ {
1231
+ "epoch": 18.020253164556962,
1232
+ "grad_norm": 0.08218306303024292,
1233
+ "learning_rate": 6.835443037974684e-06,
1234
+ "loss": 0.0988,
1235
+ "step": 1520
1236
+ },
1237
+ {
1238
+ "epoch": 18.020253164556962,
1239
+ "eval_accuracy": 0.44680851063829785,
1240
+ "eval_loss": 3.1462602615356445,
1241
+ "eval_runtime": 8.465,
1242
+ "eval_samples_per_second": 5.552,
1243
+ "eval_steps_per_second": 1.418,
1244
+ "step": 1520
1245
+ },
1246
+ {
1247
+ "epoch": 19.00253164556962,
1248
+ "grad_norm": 2.85400390625,
1249
+ "learning_rate": 6.807313642756681e-06,
1250
+ "loss": 0.1308,
1251
+ "step": 1530
1252
+ },
1253
+ {
1254
+ "epoch": 19.00506329113924,
1255
+ "grad_norm": 0.41226041316986084,
1256
+ "learning_rate": 6.779184247538679e-06,
1257
+ "loss": 0.0499,
1258
+ "step": 1540
1259
+ },
1260
+ {
1261
+ "epoch": 19.00759493670886,
1262
+ "grad_norm": 1.642881989479065,
1263
+ "learning_rate": 6.751054852320675e-06,
1264
+ "loss": 0.0122,
1265
+ "step": 1550
1266
+ },
1267
+ {
1268
+ "epoch": 19.01012658227848,
1269
+ "grad_norm": 0.10481233894824982,
1270
+ "learning_rate": 6.722925457102672e-06,
1271
+ "loss": 0.0591,
1272
+ "step": 1560
1273
+ },
1274
+ {
1275
+ "epoch": 19.0126582278481,
1276
+ "grad_norm": 5.857264995574951,
1277
+ "learning_rate": 6.69479606188467e-06,
1278
+ "loss": 0.1052,
1279
+ "step": 1570
1280
+ },
1281
+ {
1282
+ "epoch": 19.01518987341772,
1283
+ "grad_norm": 0.14555718004703522,
1284
+ "learning_rate": 6.666666666666667e-06,
1285
+ "loss": 0.0016,
1286
+ "step": 1580
1287
+ },
1288
+ {
1289
+ "epoch": 19.01772151898734,
1290
+ "grad_norm": 0.03223154693841934,
1291
+ "learning_rate": 6.638537271448664e-06,
1292
+ "loss": 0.0201,
1293
+ "step": 1590
1294
+ },
1295
+ {
1296
+ "epoch": 19.020253164556962,
1297
+ "grad_norm": 0.4471926689147949,
1298
+ "learning_rate": 6.610407876230661e-06,
1299
+ "loss": 0.0532,
1300
+ "step": 1600
1301
+ },
1302
+ {
1303
+ "epoch": 19.020253164556962,
1304
+ "eval_accuracy": 0.44680851063829785,
1305
+ "eval_loss": 2.8538002967834473,
1306
+ "eval_runtime": 8.449,
1307
+ "eval_samples_per_second": 5.563,
1308
+ "eval_steps_per_second": 1.42,
1309
+ "step": 1600
1310
+ },
1311
+ {
1312
+ "epoch": 20.00253164556962,
1313
+ "grad_norm": 3.7759382724761963,
1314
+ "learning_rate": 6.582278481012659e-06,
1315
+ "loss": 0.0043,
1316
+ "step": 1610
1317
+ },
1318
+ {
1319
+ "epoch": 20.00506329113924,
1320
+ "grad_norm": 0.15632715821266174,
1321
+ "learning_rate": 6.5541490857946555e-06,
1322
+ "loss": 0.1257,
1323
+ "step": 1620
1324
+ },
1325
+ {
1326
+ "epoch": 20.00759493670886,
1327
+ "grad_norm": 0.18101413547992706,
1328
+ "learning_rate": 6.526019690576652e-06,
1329
+ "loss": 0.0017,
1330
+ "step": 1630
1331
+ },
1332
+ {
1333
+ "epoch": 20.01012658227848,
1334
+ "grad_norm": 0.02908501587808132,
1335
+ "learning_rate": 6.49789029535865e-06,
1336
+ "loss": 0.1291,
1337
+ "step": 1640
1338
+ },
1339
+ {
1340
+ "epoch": 20.0126582278481,
1341
+ "grad_norm": 0.18558746576309204,
1342
+ "learning_rate": 6.4697609001406485e-06,
1343
+ "loss": 0.0534,
1344
+ "step": 1650
1345
+ },
1346
+ {
1347
+ "epoch": 20.01518987341772,
1348
+ "grad_norm": 75.53803253173828,
1349
+ "learning_rate": 6.441631504922645e-06,
1350
+ "loss": 0.0682,
1351
+ "step": 1660
1352
+ },
1353
+ {
1354
+ "epoch": 20.01772151898734,
1355
+ "grad_norm": 1.0015976428985596,
1356
+ "learning_rate": 6.413502109704642e-06,
1357
+ "loss": 0.1744,
1358
+ "step": 1670
1359
+ },
1360
+ {
1361
+ "epoch": 20.020253164556962,
1362
+ "grad_norm": 356.8922119140625,
1363
+ "learning_rate": 6.38537271448664e-06,
1364
+ "loss": 0.1791,
1365
+ "step": 1680
1366
+ },
1367
+ {
1368
+ "epoch": 20.020253164556962,
1369
+ "eval_accuracy": 0.44680851063829785,
1370
+ "eval_loss": 3.0305848121643066,
1371
+ "eval_runtime": 8.4694,
1372
+ "eval_samples_per_second": 5.549,
1373
+ "eval_steps_per_second": 1.417,
1374
+ "step": 1680
1375
+ },
1376
+ {
1377
+ "epoch": 21.00253164556962,
1378
+ "grad_norm": 0.7954501509666443,
1379
+ "learning_rate": 6.3572433192686365e-06,
1380
+ "loss": 0.0365,
1381
+ "step": 1690
1382
+ },
1383
+ {
1384
+ "epoch": 21.00506329113924,
1385
+ "grad_norm": 0.20515747368335724,
1386
+ "learning_rate": 6.329113924050634e-06,
1387
+ "loss": 0.0012,
1388
+ "step": 1700
1389
+ },
1390
+ {
1391
+ "epoch": 21.00759493670886,
1392
+ "grad_norm": 0.3028893768787384,
1393
+ "learning_rate": 6.300984528832631e-06,
1394
+ "loss": 0.0024,
1395
+ "step": 1710
1396
+ },
1397
+ {
1398
+ "epoch": 21.01012658227848,
1399
+ "grad_norm": 0.11144322901964188,
1400
+ "learning_rate": 6.272855133614629e-06,
1401
+ "loss": 0.0196,
1402
+ "step": 1720
1403
+ },
1404
+ {
1405
+ "epoch": 21.0126582278481,
1406
+ "grad_norm": 0.19480203092098236,
1407
+ "learning_rate": 6.244725738396625e-06,
1408
+ "loss": 0.0049,
1409
+ "step": 1730
1410
+ },
1411
+ {
1412
+ "epoch": 21.01518987341772,
1413
+ "grad_norm": 38.44449234008789,
1414
+ "learning_rate": 6.216596343178622e-06,
1415
+ "loss": 0.2805,
1416
+ "step": 1740
1417
+ },
1418
+ {
1419
+ "epoch": 21.01772151898734,
1420
+ "grad_norm": 4.373863697052002,
1421
+ "learning_rate": 6.18846694796062e-06,
1422
+ "loss": 0.2709,
1423
+ "step": 1750
1424
+ },
1425
+ {
1426
+ "epoch": 21.020253164556962,
1427
+ "grad_norm": 0.9946948885917664,
1428
+ "learning_rate": 6.160337552742617e-06,
1429
+ "loss": 0.1584,
1430
+ "step": 1760
1431
+ },
1432
+ {
1433
+ "epoch": 21.020253164556962,
1434
+ "eval_accuracy": 0.3829787234042553,
1435
+ "eval_loss": 3.484677314758301,
1436
+ "eval_runtime": 8.4268,
1437
+ "eval_samples_per_second": 5.577,
1438
+ "eval_steps_per_second": 1.424,
1439
+ "step": 1760
1440
+ },
1441
+ {
1442
+ "epoch": 22.00253164556962,
1443
+ "grad_norm": 0.14784257113933563,
1444
+ "learning_rate": 6.132208157524614e-06,
1445
+ "loss": 0.0099,
1446
+ "step": 1770
1447
+ },
1448
+ {
1449
+ "epoch": 22.00506329113924,
1450
+ "grad_norm": 0.6995251774787903,
1451
+ "learning_rate": 6.104078762306611e-06,
1452
+ "loss": 0.0016,
1453
+ "step": 1780
1454
+ },
1455
+ {
1456
+ "epoch": 22.00759493670886,
1457
+ "grad_norm": 0.10788624733686447,
1458
+ "learning_rate": 6.075949367088608e-06,
1459
+ "loss": 0.023,
1460
+ "step": 1790
1461
+ },
1462
+ {
1463
+ "epoch": 22.01012658227848,
1464
+ "grad_norm": 135.8372344970703,
1465
+ "learning_rate": 6.0478199718706055e-06,
1466
+ "loss": 0.0438,
1467
+ "step": 1800
1468
+ },
1469
+ {
1470
+ "epoch": 22.0126582278481,
1471
+ "grad_norm": 0.03643108159303665,
1472
+ "learning_rate": 6.019690576652602e-06,
1473
+ "loss": 0.0042,
1474
+ "step": 1810
1475
+ },
1476
+ {
1477
+ "epoch": 22.01518987341772,
1478
+ "grad_norm": 0.17580589652061462,
1479
+ "learning_rate": 5.9915611814346e-06,
1480
+ "loss": 0.1806,
1481
+ "step": 1820
1482
+ },
1483
+ {
1484
+ "epoch": 22.01772151898734,
1485
+ "grad_norm": 166.19268798828125,
1486
+ "learning_rate": 5.963431786216597e-06,
1487
+ "loss": 0.0667,
1488
+ "step": 1830
1489
+ },
1490
+ {
1491
+ "epoch": 22.020253164556962,
1492
+ "grad_norm": 0.03489532321691513,
1493
+ "learning_rate": 5.935302390998594e-06,
1494
+ "loss": 0.016,
1495
+ "step": 1840
1496
+ },
1497
+ {
1498
+ "epoch": 22.020253164556962,
1499
+ "eval_accuracy": 0.3191489361702128,
1500
+ "eval_loss": 3.412083625793457,
1501
+ "eval_runtime": 8.4496,
1502
+ "eval_samples_per_second": 5.562,
1503
+ "eval_steps_per_second": 1.42,
1504
+ "step": 1840
1505
+ },
1506
+ {
1507
+ "epoch": 23.00253164556962,
1508
+ "grad_norm": 0.021203240379691124,
1509
+ "learning_rate": 5.907172995780591e-06,
1510
+ "loss": 0.0019,
1511
+ "step": 1850
1512
+ },
1513
+ {
1514
+ "epoch": 23.00506329113924,
1515
+ "grad_norm": 0.10056442022323608,
1516
+ "learning_rate": 5.879043600562588e-06,
1517
+ "loss": 0.003,
1518
+ "step": 1860
1519
+ },
1520
+ {
1521
+ "epoch": 23.00759493670886,
1522
+ "grad_norm": 0.012614885345101357,
1523
+ "learning_rate": 5.850914205344586e-06,
1524
+ "loss": 0.0013,
1525
+ "step": 1870
1526
+ },
1527
+ {
1528
+ "epoch": 23.01012658227848,
1529
+ "grad_norm": 0.06593940407037735,
1530
+ "learning_rate": 5.8227848101265824e-06,
1531
+ "loss": 0.0012,
1532
+ "step": 1880
1533
+ },
1534
+ {
1535
+ "epoch": 23.0126582278481,
1536
+ "grad_norm": 0.04878053069114685,
1537
+ "learning_rate": 5.79465541490858e-06,
1538
+ "loss": 0.0843,
1539
+ "step": 1890
1540
+ },
1541
+ {
1542
+ "epoch": 23.01518987341772,
1543
+ "grad_norm": 0.35371971130371094,
1544
+ "learning_rate": 5.766526019690577e-06,
1545
+ "loss": 0.0015,
1546
+ "step": 1900
1547
+ },
1548
+ {
1549
+ "epoch": 23.01772151898734,
1550
+ "grad_norm": 0.020635871216654778,
1551
+ "learning_rate": 5.7383966244725745e-06,
1552
+ "loss": 0.0011,
1553
+ "step": 1910
1554
+ },
1555
+ {
1556
+ "epoch": 23.020253164556962,
1557
+ "grad_norm": 1.8640389442443848,
1558
+ "learning_rate": 5.710267229254571e-06,
1559
+ "loss": 0.0012,
1560
+ "step": 1920
1561
+ },
1562
+ {
1563
+ "epoch": 23.020253164556962,
1564
+ "eval_accuracy": 0.3617021276595745,
1565
+ "eval_loss": 3.8550264835357666,
1566
+ "eval_runtime": 8.4387,
1567
+ "eval_samples_per_second": 5.57,
1568
+ "eval_steps_per_second": 1.422,
1569
+ "step": 1920
1570
+ },
1571
+ {
1572
+ "epoch": 24.00253164556962,
1573
+ "grad_norm": 1.7900668382644653,
1574
+ "learning_rate": 5.682137834036568e-06,
1575
+ "loss": 0.0025,
1576
+ "step": 1930
1577
+ },
1578
+ {
1579
+ "epoch": 24.00506329113924,
1580
+ "grad_norm": 149.13136291503906,
1581
+ "learning_rate": 5.654008438818566e-06,
1582
+ "loss": 0.1809,
1583
+ "step": 1940
1584
+ },
1585
+ {
1586
+ "epoch": 24.00759493670886,
1587
+ "grad_norm": 0.01757533848285675,
1588
+ "learning_rate": 5.6258790436005626e-06,
1589
+ "loss": 0.0556,
1590
+ "step": 1950
1591
+ },
1592
+ {
1593
+ "epoch": 24.01012658227848,
1594
+ "grad_norm": 0.0452081672847271,
1595
+ "learning_rate": 5.59774964838256e-06,
1596
+ "loss": 0.0616,
1597
+ "step": 1960
1598
+ },
1599
+ {
1600
+ "epoch": 24.0126582278481,
1601
+ "grad_norm": 0.09417957812547684,
1602
+ "learning_rate": 5.569620253164557e-06,
1603
+ "loss": 0.0008,
1604
+ "step": 1970
1605
+ },
1606
+ {
1607
+ "epoch": 24.01518987341772,
1608
+ "grad_norm": 0.030936162918806076,
1609
+ "learning_rate": 5.541490857946555e-06,
1610
+ "loss": 0.102,
1611
+ "step": 1980
1612
+ },
1613
+ {
1614
+ "epoch": 24.01772151898734,
1615
+ "grad_norm": 0.019063590094447136,
1616
+ "learning_rate": 5.5133614627285514e-06,
1617
+ "loss": 0.0157,
1618
+ "step": 1990
1619
+ },
1620
+ {
1621
+ "epoch": 24.020253164556962,
1622
+ "grad_norm": 0.015954723581671715,
1623
+ "learning_rate": 5.485232067510548e-06,
1624
+ "loss": 0.0005,
1625
+ "step": 2000
1626
+ },
1627
+ {
1628
+ "epoch": 24.020253164556962,
1629
+ "eval_accuracy": 0.40425531914893614,
1630
+ "eval_loss": 3.905510425567627,
1631
+ "eval_runtime": 8.4672,
1632
+ "eval_samples_per_second": 5.551,
1633
+ "eval_steps_per_second": 1.417,
1634
+ "step": 2000
1635
+ },
1636
+ {
1637
+ "epoch": 25.00253164556962,
1638
+ "grad_norm": 0.01930183358490467,
1639
+ "learning_rate": 5.457102672292546e-06,
1640
+ "loss": 0.001,
1641
+ "step": 2010
1642
+ },
1643
+ {
1644
+ "epoch": 25.00506329113924,
1645
+ "grad_norm": 104.06456756591797,
1646
+ "learning_rate": 5.428973277074543e-06,
1647
+ "loss": 0.1745,
1648
+ "step": 2020
1649
+ },
1650
+ {
1651
+ "epoch": 25.00759493670886,
1652
+ "grad_norm": 0.13353954255580902,
1653
+ "learning_rate": 5.40084388185654e-06,
1654
+ "loss": 0.0016,
1655
+ "step": 2030
1656
+ },
1657
+ {
1658
+ "epoch": 25.01012658227848,
1659
+ "grad_norm": 148.02767944335938,
1660
+ "learning_rate": 5.372714486638537e-06,
1661
+ "loss": 0.0277,
1662
+ "step": 2040
1663
+ },
1664
+ {
1665
+ "epoch": 25.0126582278481,
1666
+ "grad_norm": 0.013294242322444916,
1667
+ "learning_rate": 5.344585091420535e-06,
1668
+ "loss": 0.1552,
1669
+ "step": 2050
1670
+ },
1671
+ {
1672
+ "epoch": 25.01518987341772,
1673
+ "grad_norm": 0.028865955770015717,
1674
+ "learning_rate": 5.3164556962025316e-06,
1675
+ "loss": 0.0006,
1676
+ "step": 2060
1677
+ },
1678
+ {
1679
+ "epoch": 25.01772151898734,
1680
+ "grad_norm": 0.0064802165143191814,
1681
+ "learning_rate": 5.28832630098453e-06,
1682
+ "loss": 0.0007,
1683
+ "step": 2070
1684
+ },
1685
+ {
1686
+ "epoch": 25.020253164556962,
1687
+ "grad_norm": 0.07768774032592773,
1688
+ "learning_rate": 5.260196905766527e-06,
1689
+ "loss": 0.0023,
1690
+ "step": 2080
1691
+ },
1692
+ {
1693
+ "epoch": 25.020253164556962,
1694
+ "eval_accuracy": 0.425531914893617,
1695
+ "eval_loss": 4.050126552581787,
1696
+ "eval_runtime": 8.4727,
1697
+ "eval_samples_per_second": 5.547,
1698
+ "eval_steps_per_second": 1.416,
1699
+ "step": 2080
1700
+ },
1701
+ {
1702
+ "epoch": 26.00253164556962,
1703
+ "grad_norm": 0.029080139473080635,
1704
+ "learning_rate": 5.2320675105485245e-06,
1705
+ "loss": 0.0005,
1706
+ "step": 2090
1707
+ },
1708
+ {
1709
+ "epoch": 26.00506329113924,
1710
+ "grad_norm": 0.03519600257277489,
1711
+ "learning_rate": 5.203938115330521e-06,
1712
+ "loss": 0.0013,
1713
+ "step": 2100
1714
+ },
1715
+ {
1716
+ "epoch": 26.00759493670886,
1717
+ "grad_norm": 0.020978575572371483,
1718
+ "learning_rate": 5.175808720112518e-06,
1719
+ "loss": 0.0182,
1720
+ "step": 2110
1721
+ },
1722
+ {
1723
+ "epoch": 26.01012658227848,
1724
+ "grad_norm": 0.025504613295197487,
1725
+ "learning_rate": 5.147679324894516e-06,
1726
+ "loss": 0.001,
1727
+ "step": 2120
1728
+ },
1729
+ {
1730
+ "epoch": 26.0126582278481,
1731
+ "grad_norm": 0.04360447824001312,
1732
+ "learning_rate": 5.1195499296765125e-06,
1733
+ "loss": 0.0006,
1734
+ "step": 2130
1735
+ },
1736
+ {
1737
+ "epoch": 26.01518987341772,
1738
+ "grad_norm": 189.72640991210938,
1739
+ "learning_rate": 5.09142053445851e-06,
1740
+ "loss": 0.0226,
1741
+ "step": 2140
1742
+ },
1743
+ {
1744
+ "epoch": 26.01772151898734,
1745
+ "grad_norm": 0.011660604737699032,
1746
+ "learning_rate": 5.063291139240507e-06,
1747
+ "loss": 0.0007,
1748
+ "step": 2150
1749
+ },
1750
+ {
1751
+ "epoch": 26.020253164556962,
1752
+ "grad_norm": 0.008466072380542755,
1753
+ "learning_rate": 5.035161744022505e-06,
1754
+ "loss": 0.0009,
1755
+ "step": 2160
1756
+ },
1757
+ {
1758
+ "epoch": 26.020253164556962,
1759
+ "eval_accuracy": 0.3404255319148936,
1760
+ "eval_loss": 4.20005989074707,
1761
+ "eval_runtime": 8.5061,
1762
+ "eval_samples_per_second": 5.525,
1763
+ "eval_steps_per_second": 1.411,
1764
+ "step": 2160
1765
+ },
1766
+ {
1767
+ "epoch": 27.00253164556962,
1768
+ "grad_norm": 0.01523934118449688,
1769
+ "learning_rate": 5.007032348804501e-06,
1770
+ "loss": 0.0009,
1771
+ "step": 2170
1772
+ },
1773
+ {
1774
+ "epoch": 27.00506329113924,
1775
+ "grad_norm": 549.9719848632812,
1776
+ "learning_rate": 4.978902953586498e-06,
1777
+ "loss": 0.099,
1778
+ "step": 2180
1779
+ },
1780
+ {
1781
+ "epoch": 27.00759493670886,
1782
+ "grad_norm": 33.501705169677734,
1783
+ "learning_rate": 4.950773558368496e-06,
1784
+ "loss": 0.0368,
1785
+ "step": 2190
1786
+ },
1787
+ {
1788
+ "epoch": 27.01012658227848,
1789
+ "grad_norm": 0.01092901173979044,
1790
+ "learning_rate": 4.922644163150493e-06,
1791
+ "loss": 0.0184,
1792
+ "step": 2200
1793
+ },
1794
+ {
1795
+ "epoch": 27.0126582278481,
1796
+ "grad_norm": 0.4083053469657898,
1797
+ "learning_rate": 4.89451476793249e-06,
1798
+ "loss": 0.0218,
1799
+ "step": 2210
1800
+ },
1801
+ {
1802
+ "epoch": 27.01518987341772,
1803
+ "grad_norm": 0.025765903294086456,
1804
+ "learning_rate": 4.866385372714487e-06,
1805
+ "loss": 0.0142,
1806
+ "step": 2220
1807
+ },
1808
+ {
1809
+ "epoch": 27.01772151898734,
1810
+ "grad_norm": 0.07521297037601471,
1811
+ "learning_rate": 4.838255977496485e-06,
1812
+ "loss": 0.0005,
1813
+ "step": 2230
1814
+ },
1815
+ {
1816
+ "epoch": 27.020253164556962,
1817
+ "grad_norm": 0.6407820582389832,
1818
+ "learning_rate": 4.8101265822784815e-06,
1819
+ "loss": 0.0004,
1820
+ "step": 2240
1821
+ },
1822
+ {
1823
+ "epoch": 27.020253164556962,
1824
+ "eval_accuracy": 0.3829787234042553,
1825
+ "eval_loss": 4.0130414962768555,
1826
+ "eval_runtime": 8.4723,
1827
+ "eval_samples_per_second": 5.547,
1828
+ "eval_steps_per_second": 1.416,
1829
+ "step": 2240
1830
+ },
1831
+ {
1832
+ "epoch": 28.00253164556962,
1833
+ "grad_norm": 0.0875251367688179,
1834
+ "learning_rate": 4.781997187060478e-06,
1835
+ "loss": 0.0005,
1836
+ "step": 2250
1837
+ },
1838
+ {
1839
+ "epoch": 28.00506329113924,
1840
+ "grad_norm": 0.022297605872154236,
1841
+ "learning_rate": 4.753867791842476e-06,
1842
+ "loss": 0.0032,
1843
+ "step": 2260
1844
+ },
1845
+ {
1846
+ "epoch": 28.00759493670886,
1847
+ "grad_norm": 0.032631952315568924,
1848
+ "learning_rate": 4.725738396624473e-06,
1849
+ "loss": 0.0005,
1850
+ "step": 2270
1851
+ },
1852
+ {
1853
+ "epoch": 28.01012658227848,
1854
+ "grad_norm": 0.01031473744660616,
1855
+ "learning_rate": 4.6976090014064704e-06,
1856
+ "loss": 0.0005,
1857
+ "step": 2280
1858
+ },
1859
+ {
1860
+ "epoch": 28.0126582278481,
1861
+ "grad_norm": 0.016337795183062553,
1862
+ "learning_rate": 4.669479606188467e-06,
1863
+ "loss": 0.0008,
1864
+ "step": 2290
1865
+ },
1866
+ {
1867
+ "epoch": 28.01518987341772,
1868
+ "grad_norm": 0.006589374039322138,
1869
+ "learning_rate": 4.641350210970465e-06,
1870
+ "loss": 0.0005,
1871
+ "step": 2300
1872
+ },
1873
+ {
1874
+ "epoch": 28.01772151898734,
1875
+ "grad_norm": 0.08726366609334946,
1876
+ "learning_rate": 4.613220815752462e-06,
1877
+ "loss": 0.0008,
1878
+ "step": 2310
1879
+ },
1880
+ {
1881
+ "epoch": 28.020253164556962,
1882
+ "grad_norm": 0.019069937989115715,
1883
+ "learning_rate": 4.5850914205344585e-06,
1884
+ "loss": 0.0162,
1885
+ "step": 2320
1886
+ },
1887
+ {
1888
+ "epoch": 28.020253164556962,
1889
+ "eval_accuracy": 0.40425531914893614,
1890
+ "eval_loss": 4.046835422515869,
1891
+ "eval_runtime": 8.4543,
1892
+ "eval_samples_per_second": 5.559,
1893
+ "eval_steps_per_second": 1.419,
1894
+ "step": 2320
1895
+ },
1896
+ {
1897
+ "epoch": 29.00253164556962,
1898
+ "grad_norm": 0.021134885028004646,
1899
+ "learning_rate": 4.556962025316456e-06,
1900
+ "loss": 0.0003,
1901
+ "step": 2330
1902
+ },
1903
+ {
1904
+ "epoch": 29.00506329113924,
1905
+ "grad_norm": 0.01198391243815422,
1906
+ "learning_rate": 4.528832630098453e-06,
1907
+ "loss": 0.0202,
1908
+ "step": 2340
1909
+ },
1910
+ {
1911
+ "epoch": 29.00759493670886,
1912
+ "grad_norm": 0.0206964910030365,
1913
+ "learning_rate": 4.5007032348804506e-06,
1914
+ "loss": 0.0003,
1915
+ "step": 2350
1916
+ },
1917
+ {
1918
+ "epoch": 29.01012658227848,
1919
+ "grad_norm": 0.012637944892048836,
1920
+ "learning_rate": 4.472573839662447e-06,
1921
+ "loss": 0.0353,
1922
+ "step": 2360
1923
+ },
1924
+ {
1925
+ "epoch": 29.0126582278481,
1926
+ "grad_norm": 0.0505475290119648,
1927
+ "learning_rate": 4.444444444444444e-06,
1928
+ "loss": 0.0007,
1929
+ "step": 2370
1930
+ },
1931
+ {
1932
+ "epoch": 29.01518987341772,
1933
+ "grad_norm": 0.008409290574491024,
1934
+ "learning_rate": 4.416315049226442e-06,
1935
+ "loss": 0.0006,
1936
+ "step": 2380
1937
+ },
1938
+ {
1939
+ "epoch": 29.01772151898734,
1940
+ "grad_norm": 1.1566442251205444,
1941
+ "learning_rate": 4.3881856540084394e-06,
1942
+ "loss": 0.0004,
1943
+ "step": 2390
1944
+ },
1945
+ {
1946
+ "epoch": 29.020253164556962,
1947
+ "grad_norm": 0.012755032628774643,
1948
+ "learning_rate": 4.360056258790436e-06,
1949
+ "loss": 0.0073,
1950
+ "step": 2400
1951
+ },
1952
+ {
1953
+ "epoch": 29.020253164556962,
1954
+ "eval_accuracy": 0.425531914893617,
1955
+ "eval_loss": 4.191919803619385,
1956
+ "eval_runtime": 8.4177,
1957
+ "eval_samples_per_second": 5.584,
1958
+ "eval_steps_per_second": 1.426,
1959
+ "step": 2400
1960
+ },
1961
+ {
1962
+ "epoch": 30.00253164556962,
1963
+ "grad_norm": 0.009344339370727539,
1964
+ "learning_rate": 4.331926863572434e-06,
1965
+ "loss": 0.0004,
1966
+ "step": 2410
1967
+ },
1968
+ {
1969
+ "epoch": 30.00506329113924,
1970
+ "grad_norm": 0.007806244306266308,
1971
+ "learning_rate": 4.303797468354431e-06,
1972
+ "loss": 0.0004,
1973
+ "step": 2420
1974
+ },
1975
+ {
1976
+ "epoch": 30.00759493670886,
1977
+ "grad_norm": 0.006953861564397812,
1978
+ "learning_rate": 4.275668073136428e-06,
1979
+ "loss": 0.0009,
1980
+ "step": 2430
1981
+ },
1982
+ {
1983
+ "epoch": 30.01012658227848,
1984
+ "grad_norm": 0.011007839813828468,
1985
+ "learning_rate": 4.247538677918425e-06,
1986
+ "loss": 0.0002,
1987
+ "step": 2440
1988
+ },
1989
+ {
1990
+ "epoch": 30.0126582278481,
1991
+ "grad_norm": 0.007067366968840361,
1992
+ "learning_rate": 4.219409282700423e-06,
1993
+ "loss": 0.0007,
1994
+ "step": 2450
1995
+ },
1996
+ {
1997
+ "epoch": 30.01518987341772,
1998
+ "grad_norm": 0.0060151745565235615,
1999
+ "learning_rate": 4.1912798874824196e-06,
2000
+ "loss": 0.0004,
2001
+ "step": 2460
2002
+ },
2003
+ {
2004
+ "epoch": 30.01772151898734,
2005
+ "grad_norm": 0.006391868926584721,
2006
+ "learning_rate": 4.163150492264416e-06,
2007
+ "loss": 0.0006,
2008
+ "step": 2470
2009
+ },
2010
+ {
2011
+ "epoch": 30.020253164556962,
2012
+ "grad_norm": 0.018146460875868797,
2013
+ "learning_rate": 4.135021097046414e-06,
2014
+ "loss": 0.0012,
2015
+ "step": 2480
2016
+ },
2017
+ {
2018
+ "epoch": 30.020253164556962,
2019
+ "eval_accuracy": 0.425531914893617,
2020
+ "eval_loss": 4.000429630279541,
2021
+ "eval_runtime": 8.4099,
2022
+ "eval_samples_per_second": 5.589,
2023
+ "eval_steps_per_second": 1.427,
2024
+ "step": 2480
2025
+ },
2026
+ {
2027
+ "epoch": 31.00253164556962,
2028
+ "grad_norm": 0.004094243515282869,
2029
+ "learning_rate": 4.106891701828411e-06,
2030
+ "loss": 0.0004,
2031
+ "step": 2490
2032
+ },
2033
+ {
2034
+ "epoch": 31.00506329113924,
2035
+ "grad_norm": 0.013013644143939018,
2036
+ "learning_rate": 4.0787623066104084e-06,
2037
+ "loss": 0.0412,
2038
+ "step": 2500
2039
+ },
2040
+ {
2041
+ "epoch": 31.00759493670886,
2042
+ "grad_norm": 0.004616581369191408,
2043
+ "learning_rate": 4.050632911392405e-06,
2044
+ "loss": 0.0006,
2045
+ "step": 2510
2046
+ },
2047
+ {
2048
+ "epoch": 31.01012658227848,
2049
+ "grad_norm": 0.09256187826395035,
2050
+ "learning_rate": 4.022503516174403e-06,
2051
+ "loss": 0.0006,
2052
+ "step": 2520
2053
+ },
2054
+ {
2055
+ "epoch": 31.0126582278481,
2056
+ "grad_norm": 0.013411607593297958,
2057
+ "learning_rate": 3.9943741209564e-06,
2058
+ "loss": 0.0004,
2059
+ "step": 2530
2060
+ },
2061
+ {
2062
+ "epoch": 31.01518987341772,
2063
+ "grad_norm": 0.011695249006152153,
2064
+ "learning_rate": 3.9662447257383965e-06,
2065
+ "loss": 0.0007,
2066
+ "step": 2540
2067
+ },
2068
+ {
2069
+ "epoch": 31.01772151898734,
2070
+ "grad_norm": 0.04082596302032471,
2071
+ "learning_rate": 3.938115330520394e-06,
2072
+ "loss": 0.0003,
2073
+ "step": 2550
2074
+ },
2075
+ {
2076
+ "epoch": 31.020253164556962,
2077
+ "grad_norm": 0.01295529119670391,
2078
+ "learning_rate": 3.909985935302391e-06,
2079
+ "loss": 0.0125,
2080
+ "step": 2560
2081
+ },
2082
+ {
2083
+ "epoch": 31.020253164556962,
2084
+ "eval_accuracy": 0.3829787234042553,
2085
+ "eval_loss": 4.115077972412109,
2086
+ "eval_runtime": 8.4877,
2087
+ "eval_samples_per_second": 5.537,
2088
+ "eval_steps_per_second": 1.414,
2089
+ "step": 2560
2090
+ },
2091
+ {
2092
+ "epoch": 32.00253164556962,
2093
+ "grad_norm": 34.59695816040039,
2094
+ "learning_rate": 3.8818565400843886e-06,
2095
+ "loss": 0.004,
2096
+ "step": 2570
2097
+ },
2098
+ {
2099
+ "epoch": 32.00506329113924,
2100
+ "grad_norm": 0.03401665389537811,
2101
+ "learning_rate": 3.853727144866385e-06,
2102
+ "loss": 0.0927,
2103
+ "step": 2580
2104
+ },
2105
+ {
2106
+ "epoch": 32.00759493670886,
2107
+ "grad_norm": 0.06631805002689362,
2108
+ "learning_rate": 3.825597749648383e-06,
2109
+ "loss": 0.0003,
2110
+ "step": 2590
2111
+ },
2112
+ {
2113
+ "epoch": 32.01012658227848,
2114
+ "grad_norm": 0.006998293101787567,
2115
+ "learning_rate": 3.7974683544303802e-06,
2116
+ "loss": 0.0006,
2117
+ "step": 2600
2118
+ },
2119
+ {
2120
+ "epoch": 32.0126582278481,
2121
+ "grad_norm": 0.006872397381812334,
2122
+ "learning_rate": 3.7693389592123775e-06,
2123
+ "loss": 0.0003,
2124
+ "step": 2610
2125
+ },
2126
+ {
2127
+ "epoch": 32.01518987341772,
2128
+ "grad_norm": 0.09216930717229843,
2129
+ "learning_rate": 3.7412095639943747e-06,
2130
+ "loss": 0.0005,
2131
+ "step": 2620
2132
+ },
2133
+ {
2134
+ "epoch": 32.017721518987344,
2135
+ "grad_norm": 0.008273018524050713,
2136
+ "learning_rate": 3.713080168776372e-06,
2137
+ "loss": 0.0003,
2138
+ "step": 2630
2139
+ },
2140
+ {
2141
+ "epoch": 32.02025316455696,
2142
+ "grad_norm": 0.01438277680426836,
2143
+ "learning_rate": 3.684950773558369e-06,
2144
+ "loss": 0.0005,
2145
+ "step": 2640
2146
+ },
2147
+ {
2148
+ "epoch": 32.02025316455696,
2149
+ "eval_accuracy": 0.3829787234042553,
2150
+ "eval_loss": 4.328236103057861,
2151
+ "eval_runtime": 8.4295,
2152
+ "eval_samples_per_second": 5.576,
2153
+ "eval_steps_per_second": 1.424,
2154
+ "step": 2640
2155
+ },
2156
+ {
2157
+ "epoch": 33.00253164556962,
2158
+ "grad_norm": 0.007496337406337261,
2159
+ "learning_rate": 3.656821378340366e-06,
2160
+ "loss": 0.0003,
2161
+ "step": 2650
2162
+ },
2163
+ {
2164
+ "epoch": 33.00506329113924,
2165
+ "grad_norm": 0.024606458842754364,
2166
+ "learning_rate": 3.628691983122363e-06,
2167
+ "loss": 0.0004,
2168
+ "step": 2660
2169
+ },
2170
+ {
2171
+ "epoch": 33.00759493670886,
2172
+ "grad_norm": 116.44566345214844,
2173
+ "learning_rate": 3.6005625879043604e-06,
2174
+ "loss": 0.1643,
2175
+ "step": 2670
2176
+ },
2177
+ {
2178
+ "epoch": 33.01012658227848,
2179
+ "grad_norm": 0.23663385212421417,
2180
+ "learning_rate": 3.5724331926863576e-06,
2181
+ "loss": 0.0004,
2182
+ "step": 2680
2183
+ },
2184
+ {
2185
+ "epoch": 33.0126582278481,
2186
+ "grad_norm": 0.20308883488178253,
2187
+ "learning_rate": 3.544303797468355e-06,
2188
+ "loss": 0.0037,
2189
+ "step": 2690
2190
+ },
2191
+ {
2192
+ "epoch": 33.01518987341772,
2193
+ "grad_norm": 0.006437554955482483,
2194
+ "learning_rate": 3.516174402250352e-06,
2195
+ "loss": 0.0003,
2196
+ "step": 2700
2197
+ },
2198
+ {
2199
+ "epoch": 33.017721518987344,
2200
+ "grad_norm": 0.01716802455484867,
2201
+ "learning_rate": 3.4880450070323492e-06,
2202
+ "loss": 0.0005,
2203
+ "step": 2710
2204
+ },
2205
+ {
2206
+ "epoch": 33.02025316455696,
2207
+ "grad_norm": 0.009229468181729317,
2208
+ "learning_rate": 3.459915611814346e-06,
2209
+ "loss": 0.0098,
2210
+ "step": 2720
2211
+ },
2212
+ {
2213
+ "epoch": 33.02025316455696,
2214
+ "eval_accuracy": 0.3829787234042553,
2215
+ "eval_loss": 4.468872547149658,
2216
+ "eval_runtime": 8.4658,
2217
+ "eval_samples_per_second": 5.552,
2218
+ "eval_steps_per_second": 1.417,
2219
+ "step": 2720
2220
+ },
2221
+ {
2222
+ "epoch": 34.00253164556962,
2223
+ "grad_norm": 0.024370867758989334,
2224
+ "learning_rate": 3.4317862165963433e-06,
2225
+ "loss": 0.0006,
2226
+ "step": 2730
2227
+ },
2228
+ {
2229
+ "epoch": 34.00506329113924,
2230
+ "grad_norm": 0.009673592634499073,
2231
+ "learning_rate": 3.4036568213783405e-06,
2232
+ "loss": 0.0003,
2233
+ "step": 2740
2234
+ },
2235
+ {
2236
+ "epoch": 34.00759493670886,
2237
+ "grad_norm": 0.02182767540216446,
2238
+ "learning_rate": 3.3755274261603377e-06,
2239
+ "loss": 0.0018,
2240
+ "step": 2750
2241
+ },
2242
+ {
2243
+ "epoch": 34.01012658227848,
2244
+ "grad_norm": 0.014191425405442715,
2245
+ "learning_rate": 3.347398030942335e-06,
2246
+ "loss": 0.0003,
2247
+ "step": 2760
2248
+ },
2249
+ {
2250
+ "epoch": 34.0126582278481,
2251
+ "grad_norm": 0.008674095384776592,
2252
+ "learning_rate": 3.319268635724332e-06,
2253
+ "loss": 0.0003,
2254
+ "step": 2770
2255
+ },
2256
+ {
2257
+ "epoch": 34.01518987341772,
2258
+ "grad_norm": 0.011231840588152409,
2259
+ "learning_rate": 3.2911392405063294e-06,
2260
+ "loss": 0.0002,
2261
+ "step": 2780
2262
+ },
2263
+ {
2264
+ "epoch": 34.017721518987344,
2265
+ "grad_norm": 0.008253734558820724,
2266
+ "learning_rate": 3.263009845288326e-06,
2267
+ "loss": 0.0002,
2268
+ "step": 2790
2269
+ },
2270
+ {
2271
+ "epoch": 34.02025316455696,
2272
+ "grad_norm": 0.00744025781750679,
2273
+ "learning_rate": 3.2348804500703242e-06,
2274
+ "loss": 0.0036,
2275
+ "step": 2800
2276
+ },
2277
+ {
2278
+ "epoch": 34.02025316455696,
2279
+ "eval_accuracy": 0.40425531914893614,
2280
+ "eval_loss": 4.335427284240723,
2281
+ "eval_runtime": 8.4069,
2282
+ "eval_samples_per_second": 5.591,
2283
+ "eval_steps_per_second": 1.427,
2284
+ "step": 2800
2285
+ },
2286
+ {
2287
+ "epoch": 35.00253164556962,
2288
+ "grad_norm": 0.011312518268823624,
2289
+ "learning_rate": 3.206751054852321e-06,
2290
+ "loss": 0.0003,
2291
+ "step": 2810
2292
+ },
2293
+ {
2294
+ "epoch": 35.00506329113924,
2295
+ "grad_norm": 0.004388440866023302,
2296
+ "learning_rate": 3.1786216596343183e-06,
2297
+ "loss": 0.0002,
2298
+ "step": 2820
2299
+ },
2300
+ {
2301
+ "epoch": 35.00759493670886,
2302
+ "grad_norm": 0.23399221897125244,
2303
+ "learning_rate": 3.1504922644163155e-06,
2304
+ "loss": 0.0003,
2305
+ "step": 2830
2306
+ },
2307
+ {
2308
+ "epoch": 35.01012658227848,
2309
+ "grad_norm": 0.02679286152124405,
2310
+ "learning_rate": 3.1223628691983127e-06,
2311
+ "loss": 0.0002,
2312
+ "step": 2840
2313
+ },
2314
+ {
2315
+ "epoch": 35.0126582278481,
2316
+ "grad_norm": 0.007838438265025616,
2317
+ "learning_rate": 3.09423347398031e-06,
2318
+ "loss": 0.0003,
2319
+ "step": 2850
2320
+ },
2321
+ {
2322
+ "epoch": 35.01518987341772,
2323
+ "grad_norm": 0.007448969408869743,
2324
+ "learning_rate": 3.066104078762307e-06,
2325
+ "loss": 0.0002,
2326
+ "step": 2860
2327
+ },
2328
+ {
2329
+ "epoch": 35.017721518987344,
2330
+ "grad_norm": 0.009503643028438091,
2331
+ "learning_rate": 3.037974683544304e-06,
2332
+ "loss": 0.0002,
2333
+ "step": 2870
2334
+ },
2335
+ {
2336
+ "epoch": 35.02025316455696,
2337
+ "grad_norm": 0.004561970010399818,
2338
+ "learning_rate": 3.009845288326301e-06,
2339
+ "loss": 0.0002,
2340
+ "step": 2880
2341
+ },
2342
+ {
2343
+ "epoch": 35.02025316455696,
2344
+ "eval_accuracy": 0.3617021276595745,
2345
+ "eval_loss": 4.460489273071289,
2346
+ "eval_runtime": 8.4509,
2347
+ "eval_samples_per_second": 5.562,
2348
+ "eval_steps_per_second": 1.42,
2349
+ "step": 2880
2350
+ },
2351
+ {
2352
+ "epoch": 36.00253164556962,
2353
+ "grad_norm": 0.008112301118671894,
2354
+ "learning_rate": 2.9817158931082984e-06,
2355
+ "loss": 0.0396,
2356
+ "step": 2890
2357
+ },
2358
+ {
2359
+ "epoch": 36.00506329113924,
2360
+ "grad_norm": 0.0911855548620224,
2361
+ "learning_rate": 2.9535864978902956e-06,
2362
+ "loss": 0.0004,
2363
+ "step": 2900
2364
+ },
2365
+ {
2366
+ "epoch": 36.00759493670886,
2367
+ "grad_norm": 0.11559173464775085,
2368
+ "learning_rate": 2.925457102672293e-06,
2369
+ "loss": 0.0004,
2370
+ "step": 2910
2371
+ },
2372
+ {
2373
+ "epoch": 36.01012658227848,
2374
+ "grad_norm": 0.014976758509874344,
2375
+ "learning_rate": 2.89732770745429e-06,
2376
+ "loss": 0.0002,
2377
+ "step": 2920
2378
+ },
2379
+ {
2380
+ "epoch": 36.0126582278481,
2381
+ "grad_norm": 0.05852414667606354,
2382
+ "learning_rate": 2.8691983122362873e-06,
2383
+ "loss": 0.0003,
2384
+ "step": 2930
2385
+ },
2386
+ {
2387
+ "epoch": 36.01518987341772,
2388
+ "grad_norm": 0.01464304979890585,
2389
+ "learning_rate": 2.841068917018284e-06,
2390
+ "loss": 0.0003,
2391
+ "step": 2940
2392
+ },
2393
+ {
2394
+ "epoch": 36.017721518987344,
2395
+ "grad_norm": 0.008967959322035313,
2396
+ "learning_rate": 2.8129395218002813e-06,
2397
+ "loss": 0.0002,
2398
+ "step": 2950
2399
+ },
2400
+ {
2401
+ "epoch": 36.02025316455696,
2402
+ "grad_norm": 0.005782134830951691,
2403
+ "learning_rate": 2.7848101265822785e-06,
2404
+ "loss": 0.0002,
2405
+ "step": 2960
2406
+ },
2407
+ {
2408
+ "epoch": 36.02025316455696,
2409
+ "eval_accuracy": 0.425531914893617,
2410
+ "eval_loss": 4.158644199371338,
2411
+ "eval_runtime": 8.4415,
2412
+ "eval_samples_per_second": 5.568,
2413
+ "eval_steps_per_second": 1.422,
2414
+ "step": 2960
2415
+ },
2416
+ {
2417
+ "epoch": 37.00253164556962,
2418
+ "grad_norm": 0.011933619156479836,
2419
+ "learning_rate": 2.7566807313642757e-06,
2420
+ "loss": 0.0006,
2421
+ "step": 2970
2422
+ },
2423
+ {
2424
+ "epoch": 37.00506329113924,
2425
+ "grad_norm": 0.025380389764904976,
2426
+ "learning_rate": 2.728551336146273e-06,
2427
+ "loss": 0.0002,
2428
+ "step": 2980
2429
+ },
2430
+ {
2431
+ "epoch": 37.00759493670886,
2432
+ "grad_norm": 0.006639150902628899,
2433
+ "learning_rate": 2.70042194092827e-06,
2434
+ "loss": 0.0175,
2435
+ "step": 2990
2436
+ },
2437
+ {
2438
+ "epoch": 37.01012658227848,
2439
+ "grad_norm": 0.005557660013437271,
2440
+ "learning_rate": 2.6722925457102674e-06,
2441
+ "loss": 0.0004,
2442
+ "step": 3000
2443
+ },
2444
+ {
2445
+ "epoch": 37.0126582278481,
2446
+ "grad_norm": 0.013791055418550968,
2447
+ "learning_rate": 2.644163150492265e-06,
2448
+ "loss": 0.0003,
2449
+ "step": 3010
2450
+ },
2451
+ {
2452
+ "epoch": 37.01518987341772,
2453
+ "grad_norm": 0.007814054377377033,
2454
+ "learning_rate": 2.6160337552742622e-06,
2455
+ "loss": 0.0653,
2456
+ "step": 3020
2457
+ },
2458
+ {
2459
+ "epoch": 37.017721518987344,
2460
+ "grad_norm": 0.0073919533751904964,
2461
+ "learning_rate": 2.587904360056259e-06,
2462
+ "loss": 0.0003,
2463
+ "step": 3030
2464
+ },
2465
+ {
2466
+ "epoch": 37.02025316455696,
2467
+ "grad_norm": 0.006769287399947643,
2468
+ "learning_rate": 2.5597749648382563e-06,
2469
+ "loss": 0.0002,
2470
+ "step": 3040
2471
+ },
2472
+ {
2473
+ "epoch": 37.02025316455696,
2474
+ "eval_accuracy": 0.40425531914893614,
2475
+ "eval_loss": 4.257404804229736,
2476
+ "eval_runtime": 8.5782,
2477
+ "eval_samples_per_second": 5.479,
2478
+ "eval_steps_per_second": 1.399,
2479
+ "step": 3040
2480
+ },
2481
+ {
2482
+ "epoch": 38.00253164556962,
2483
+ "grad_norm": 0.012128209695219994,
2484
+ "learning_rate": 2.5316455696202535e-06,
2485
+ "loss": 0.0002,
2486
+ "step": 3050
2487
+ },
2488
+ {
2489
+ "epoch": 38.00506329113924,
2490
+ "grad_norm": 0.004270182456821203,
2491
+ "learning_rate": 2.5035161744022507e-06,
2492
+ "loss": 0.0002,
2493
+ "step": 3060
2494
+ },
2495
+ {
2496
+ "epoch": 38.00759493670886,
2497
+ "grad_norm": 0.02535262331366539,
2498
+ "learning_rate": 2.475386779184248e-06,
2499
+ "loss": 0.0002,
2500
+ "step": 3070
2501
+ },
2502
+ {
2503
+ "epoch": 38.01012658227848,
2504
+ "grad_norm": 0.00449047377333045,
2505
+ "learning_rate": 2.447257383966245e-06,
2506
+ "loss": 0.0004,
2507
+ "step": 3080
2508
+ },
2509
+ {
2510
+ "epoch": 38.0126582278481,
2511
+ "grad_norm": 0.010649596340954304,
2512
+ "learning_rate": 2.4191279887482424e-06,
2513
+ "loss": 0.0002,
2514
+ "step": 3090
2515
+ },
2516
+ {
2517
+ "epoch": 38.01518987341772,
2518
+ "grad_norm": 0.0074311415664851665,
2519
+ "learning_rate": 2.390998593530239e-06,
2520
+ "loss": 0.0004,
2521
+ "step": 3100
2522
+ },
2523
+ {
2524
+ "epoch": 38.017721518987344,
2525
+ "grad_norm": 0.012918173335492611,
2526
+ "learning_rate": 2.3628691983122364e-06,
2527
+ "loss": 0.0002,
2528
+ "step": 3110
2529
+ },
2530
+ {
2531
+ "epoch": 38.02025316455696,
2532
+ "grad_norm": 0.13585978746414185,
2533
+ "learning_rate": 2.3347398030942336e-06,
2534
+ "loss": 0.0002,
2535
+ "step": 3120
2536
+ },
2537
+ {
2538
+ "epoch": 38.02025316455696,
2539
+ "eval_accuracy": 0.3829787234042553,
2540
+ "eval_loss": 4.639108180999756,
2541
+ "eval_runtime": 8.4222,
2542
+ "eval_samples_per_second": 5.581,
2543
+ "eval_steps_per_second": 1.425,
2544
+ "step": 3120
2545
+ },
2546
+ {
2547
+ "epoch": 39.00253164556962,
2548
+ "grad_norm": 0.006208473350852728,
2549
+ "learning_rate": 2.306610407876231e-06,
2550
+ "loss": 0.0005,
2551
+ "step": 3130
2552
+ },
2553
+ {
2554
+ "epoch": 39.00506329113924,
2555
+ "grad_norm": 0.008609656244516373,
2556
+ "learning_rate": 2.278481012658228e-06,
2557
+ "loss": 0.0218,
2558
+ "step": 3140
2559
+ },
2560
+ {
2561
+ "epoch": 39.00759493670886,
2562
+ "grad_norm": 0.015961425378918648,
2563
+ "learning_rate": 2.2503516174402253e-06,
2564
+ "loss": 0.0003,
2565
+ "step": 3150
2566
+ },
2567
+ {
2568
+ "epoch": 39.01012658227848,
2569
+ "grad_norm": 0.0073599363677203655,
2570
+ "learning_rate": 2.222222222222222e-06,
2571
+ "loss": 0.0002,
2572
+ "step": 3160
2573
+ },
2574
+ {
2575
+ "epoch": 39.0126582278481,
2576
+ "grad_norm": 0.0034563420340418816,
2577
+ "learning_rate": 2.1940928270042197e-06,
2578
+ "loss": 0.0001,
2579
+ "step": 3170
2580
+ },
2581
+ {
2582
+ "epoch": 39.01518987341772,
2583
+ "grad_norm": 0.007735641673207283,
2584
+ "learning_rate": 2.165963431786217e-06,
2585
+ "loss": 0.0002,
2586
+ "step": 3180
2587
+ },
2588
+ {
2589
+ "epoch": 39.017721518987344,
2590
+ "grad_norm": 0.007485373876988888,
2591
+ "learning_rate": 2.137834036568214e-06,
2592
+ "loss": 0.0001,
2593
+ "step": 3190
2594
+ },
2595
+ {
2596
+ "epoch": 39.02025316455696,
2597
+ "grad_norm": 0.002605201443657279,
2598
+ "learning_rate": 2.1097046413502114e-06,
2599
+ "loss": 0.0008,
2600
+ "step": 3200
2601
+ },
2602
+ {
2603
+ "epoch": 39.02025316455696,
2604
+ "eval_accuracy": 0.3617021276595745,
2605
+ "eval_loss": 4.552647113800049,
2606
+ "eval_runtime": 8.4611,
2607
+ "eval_samples_per_second": 5.555,
2608
+ "eval_steps_per_second": 1.418,
2609
+ "step": 3200
2610
+ },
2611
+ {
2612
+ "epoch": 40.00253164556962,
2613
+ "grad_norm": 0.007657783105969429,
2614
+ "learning_rate": 2.081575246132208e-06,
2615
+ "loss": 0.0002,
2616
+ "step": 3210
2617
+ },
2618
+ {
2619
+ "epoch": 40.00506329113924,
2620
+ "grad_norm": 0.006229284685105085,
2621
+ "learning_rate": 2.0534458509142054e-06,
2622
+ "loss": 0.0002,
2623
+ "step": 3220
2624
+ },
2625
+ {
2626
+ "epoch": 40.00759493670886,
2627
+ "grad_norm": 0.0027491943910717964,
2628
+ "learning_rate": 2.0253164556962026e-06,
2629
+ "loss": 0.0002,
2630
+ "step": 3230
2631
+ },
2632
+ {
2633
+ "epoch": 40.01012658227848,
2634
+ "grad_norm": 0.009845227934420109,
2635
+ "learning_rate": 1.9971870604782e-06,
2636
+ "loss": 0.0002,
2637
+ "step": 3240
2638
+ },
2639
+ {
2640
+ "epoch": 40.0126582278481,
2641
+ "grad_norm": 0.00487924600020051,
2642
+ "learning_rate": 1.969057665260197e-06,
2643
+ "loss": 0.0002,
2644
+ "step": 3250
2645
+ },
2646
+ {
2647
+ "epoch": 40.01518987341772,
2648
+ "grad_norm": 0.4248621463775635,
2649
+ "learning_rate": 1.9409282700421943e-06,
2650
+ "loss": 0.0002,
2651
+ "step": 3260
2652
+ },
2653
+ {
2654
+ "epoch": 40.017721518987344,
2655
+ "grad_norm": 0.02595403790473938,
2656
+ "learning_rate": 1.9127988748241915e-06,
2657
+ "loss": 0.0002,
2658
+ "step": 3270
2659
+ },
2660
+ {
2661
+ "epoch": 40.02025316455696,
2662
+ "grad_norm": 0.012371093034744263,
2663
+ "learning_rate": 1.8846694796061887e-06,
2664
+ "loss": 0.0001,
2665
+ "step": 3280
2666
+ },
2667
+ {
2668
+ "epoch": 40.02025316455696,
2669
+ "eval_accuracy": 0.3829787234042553,
2670
+ "eval_loss": 4.565773963928223,
2671
+ "eval_runtime": 8.374,
2672
+ "eval_samples_per_second": 5.613,
2673
+ "eval_steps_per_second": 1.433,
2674
+ "step": 3280
2675
+ },
2676
+ {
2677
+ "epoch": 41.00253164556962,
2678
+ "grad_norm": 0.012245562858879566,
2679
+ "learning_rate": 1.856540084388186e-06,
2680
+ "loss": 0.0002,
2681
+ "step": 3290
2682
+ },
2683
+ {
2684
+ "epoch": 41.00506329113924,
2685
+ "grad_norm": 0.00565865496173501,
2686
+ "learning_rate": 1.828410689170183e-06,
2687
+ "loss": 0.0001,
2688
+ "step": 3300
2689
+ },
2690
+ {
2691
+ "epoch": 41.00759493670886,
2692
+ "grad_norm": 0.003963225055485964,
2693
+ "learning_rate": 1.8002812939521802e-06,
2694
+ "loss": 0.0002,
2695
+ "step": 3310
2696
+ },
2697
+ {
2698
+ "epoch": 41.01012658227848,
2699
+ "grad_norm": 0.0046040392480790615,
2700
+ "learning_rate": 1.7721518987341774e-06,
2701
+ "loss": 0.0001,
2702
+ "step": 3320
2703
+ },
2704
+ {
2705
+ "epoch": 41.0126582278481,
2706
+ "grad_norm": 0.00872375350445509,
2707
+ "learning_rate": 1.7440225035161746e-06,
2708
+ "loss": 0.0002,
2709
+ "step": 3330
2710
+ },
2711
+ {
2712
+ "epoch": 41.01518987341772,
2713
+ "grad_norm": 0.005013366229832172,
2714
+ "learning_rate": 1.7158931082981716e-06,
2715
+ "loss": 0.0002,
2716
+ "step": 3340
2717
+ },
2718
+ {
2719
+ "epoch": 41.017721518987344,
2720
+ "grad_norm": 0.0043080090545117855,
2721
+ "learning_rate": 1.6877637130801689e-06,
2722
+ "loss": 0.0002,
2723
+ "step": 3350
2724
+ },
2725
+ {
2726
+ "epoch": 41.02025316455696,
2727
+ "grad_norm": 0.0092382300645113,
2728
+ "learning_rate": 1.659634317862166e-06,
2729
+ "loss": 0.0001,
2730
+ "step": 3360
2731
+ },
2732
+ {
2733
+ "epoch": 41.02025316455696,
2734
+ "eval_accuracy": 0.3829787234042553,
2735
+ "eval_loss": 4.571171760559082,
2736
+ "eval_runtime": 8.4128,
2737
+ "eval_samples_per_second": 5.587,
2738
+ "eval_steps_per_second": 1.426,
2739
+ "step": 3360
2740
+ },
2741
+ {
2742
+ "epoch": 42.00253164556962,
2743
+ "grad_norm": 0.029707299545407295,
2744
+ "learning_rate": 1.631504922644163e-06,
2745
+ "loss": 0.0002,
2746
+ "step": 3370
2747
+ },
2748
+ {
2749
+ "epoch": 42.00506329113924,
2750
+ "grad_norm": 0.004554817918688059,
2751
+ "learning_rate": 1.6033755274261605e-06,
2752
+ "loss": 0.0002,
2753
+ "step": 3380
2754
+ },
2755
+ {
2756
+ "epoch": 42.00759493670886,
2757
+ "grad_norm": 0.0048960368148982525,
2758
+ "learning_rate": 1.5752461322081577e-06,
2759
+ "loss": 0.0002,
2760
+ "step": 3390
2761
+ },
2762
+ {
2763
+ "epoch": 42.01012658227848,
2764
+ "grad_norm": 0.004947884473949671,
2765
+ "learning_rate": 1.547116736990155e-06,
2766
+ "loss": 0.0002,
2767
+ "step": 3400
2768
+ },
2769
+ {
2770
+ "epoch": 42.0126582278481,
2771
+ "grad_norm": 0.005734297446906567,
2772
+ "learning_rate": 1.518987341772152e-06,
2773
+ "loss": 0.0001,
2774
+ "step": 3410
2775
+ },
2776
+ {
2777
+ "epoch": 42.01518987341772,
2778
+ "grad_norm": 0.00551837170496583,
2779
+ "learning_rate": 1.4908579465541492e-06,
2780
+ "loss": 0.0002,
2781
+ "step": 3420
2782
+ },
2783
+ {
2784
+ "epoch": 42.017721518987344,
2785
+ "grad_norm": 0.03257923945784569,
2786
+ "learning_rate": 1.4627285513361464e-06,
2787
+ "loss": 0.0002,
2788
+ "step": 3430
2789
+ },
2790
+ {
2791
+ "epoch": 42.02025316455696,
2792
+ "grad_norm": 0.00785852875560522,
2793
+ "learning_rate": 1.4345991561181436e-06,
2794
+ "loss": 0.0001,
2795
+ "step": 3440
2796
+ },
2797
+ {
2798
+ "epoch": 42.02025316455696,
2799
+ "eval_accuracy": 0.3829787234042553,
2800
+ "eval_loss": 4.601936340332031,
2801
+ "eval_runtime": 8.4662,
2802
+ "eval_samples_per_second": 5.552,
2803
+ "eval_steps_per_second": 1.417,
2804
+ "step": 3440
2805
+ },
2806
+ {
2807
+ "epoch": 43.00253164556962,
2808
+ "grad_norm": 0.004956628195941448,
2809
+ "learning_rate": 1.4064697609001406e-06,
2810
+ "loss": 0.0002,
2811
+ "step": 3450
2812
+ },
2813
+ {
2814
+ "epoch": 43.00506329113924,
2815
+ "grad_norm": 0.002330609830096364,
2816
+ "learning_rate": 1.3783403656821379e-06,
2817
+ "loss": 0.0002,
2818
+ "step": 3460
2819
+ },
2820
+ {
2821
+ "epoch": 43.00759493670886,
2822
+ "grad_norm": 0.004357906058430672,
2823
+ "learning_rate": 1.350210970464135e-06,
2824
+ "loss": 0.0002,
2825
+ "step": 3470
2826
+ },
2827
+ {
2828
+ "epoch": 43.01012658227848,
2829
+ "grad_norm": 0.004682646133005619,
2830
+ "learning_rate": 1.3220815752461325e-06,
2831
+ "loss": 0.0001,
2832
+ "step": 3480
2833
+ },
2834
+ {
2835
+ "epoch": 43.0126582278481,
2836
+ "grad_norm": 0.0037931317929178476,
2837
+ "learning_rate": 1.2939521800281295e-06,
2838
+ "loss": 0.0002,
2839
+ "step": 3490
2840
+ },
2841
+ {
2842
+ "epoch": 43.01518987341772,
2843
+ "grad_norm": 0.004410360474139452,
2844
+ "learning_rate": 1.2658227848101267e-06,
2845
+ "loss": 0.0001,
2846
+ "step": 3500
2847
+ },
2848
+ {
2849
+ "epoch": 43.017721518987344,
2850
+ "grad_norm": 0.0027343304827809334,
2851
+ "learning_rate": 1.237693389592124e-06,
2852
+ "loss": 0.0002,
2853
+ "step": 3510
2854
+ },
2855
+ {
2856
+ "epoch": 43.02025316455696,
2857
+ "grad_norm": 0.007019107695668936,
2858
+ "learning_rate": 1.2095639943741212e-06,
2859
+ "loss": 0.0002,
2860
+ "step": 3520
2861
+ },
2862
+ {
2863
+ "epoch": 43.02025316455696,
2864
+ "eval_accuracy": 0.40425531914893614,
2865
+ "eval_loss": 4.591475486755371,
2866
+ "eval_runtime": 8.4358,
2867
+ "eval_samples_per_second": 5.572,
2868
+ "eval_steps_per_second": 1.423,
2869
+ "step": 3520
2870
+ },
2871
+ {
2872
+ "epoch": 44.00253164556962,
2873
+ "grad_norm": 0.010241471230983734,
2874
+ "learning_rate": 1.1814345991561182e-06,
2875
+ "loss": 0.0001,
2876
+ "step": 3530
2877
+ },
2878
+ {
2879
+ "epoch": 44.00506329113924,
2880
+ "grad_norm": 0.005635945592075586,
2881
+ "learning_rate": 1.1533052039381154e-06,
2882
+ "loss": 0.0002,
2883
+ "step": 3540
2884
+ },
2885
+ {
2886
+ "epoch": 44.00759493670886,
2887
+ "grad_norm": 0.005905819591134787,
2888
+ "learning_rate": 1.1251758087201126e-06,
2889
+ "loss": 0.0002,
2890
+ "step": 3550
2891
+ },
2892
+ {
2893
+ "epoch": 44.01012658227848,
2894
+ "grad_norm": 0.0035794128198176622,
2895
+ "learning_rate": 1.0970464135021099e-06,
2896
+ "loss": 0.0001,
2897
+ "step": 3560
2898
+ },
2899
+ {
2900
+ "epoch": 44.0126582278481,
2901
+ "grad_norm": 0.00724047003313899,
2902
+ "learning_rate": 1.068917018284107e-06,
2903
+ "loss": 0.0001,
2904
+ "step": 3570
2905
+ },
2906
+ {
2907
+ "epoch": 44.01518987341772,
2908
+ "grad_norm": 0.0037932819686830044,
2909
+ "learning_rate": 1.040787623066104e-06,
2910
+ "loss": 0.0001,
2911
+ "step": 3580
2912
+ },
2913
+ {
2914
+ "epoch": 44.017721518987344,
2915
+ "grad_norm": 0.003542226040735841,
2916
+ "learning_rate": 1.0126582278481013e-06,
2917
+ "loss": 0.0004,
2918
+ "step": 3590
2919
+ },
2920
+ {
2921
+ "epoch": 44.02025316455696,
2922
+ "grad_norm": 0.0041389502584934235,
2923
+ "learning_rate": 9.845288326300985e-07,
2924
+ "loss": 0.0001,
2925
+ "step": 3600
2926
+ },
2927
+ {
2928
+ "epoch": 44.02025316455696,
2929
+ "eval_accuracy": 0.3829787234042553,
2930
+ "eval_loss": 4.686789035797119,
2931
+ "eval_runtime": 8.3951,
2932
+ "eval_samples_per_second": 5.599,
2933
+ "eval_steps_per_second": 1.429,
2934
+ "step": 3600
2935
+ },
2936
+ {
2937
+ "epoch": 45.00253164556962,
2938
+ "grad_norm": 0.008083141408860683,
2939
+ "learning_rate": 9.563994374120958e-07,
2940
+ "loss": 0.0001,
2941
+ "step": 3610
2942
+ },
2943
+ {
2944
+ "epoch": 45.00506329113924,
2945
+ "grad_norm": 0.017192961648106575,
2946
+ "learning_rate": 9.28270042194093e-07,
2947
+ "loss": 0.0001,
2948
+ "step": 3620
2949
+ },
2950
+ {
2951
+ "epoch": 45.00759493670886,
2952
+ "grad_norm": 0.015804950147867203,
2953
+ "learning_rate": 9.001406469760901e-07,
2954
+ "loss": 0.0001,
2955
+ "step": 3630
2956
+ },
2957
+ {
2958
+ "epoch": 45.01012658227848,
2959
+ "grad_norm": 0.014944680966436863,
2960
+ "learning_rate": 8.720112517580873e-07,
2961
+ "loss": 0.0002,
2962
+ "step": 3640
2963
+ },
2964
+ {
2965
+ "epoch": 45.0126582278481,
2966
+ "grad_norm": 0.003325532888993621,
2967
+ "learning_rate": 8.438818565400844e-07,
2968
+ "loss": 0.0001,
2969
+ "step": 3650
2970
+ },
2971
+ {
2972
+ "epoch": 45.01518987341772,
2973
+ "grad_norm": 0.0040122633799910545,
2974
+ "learning_rate": 8.157524613220815e-07,
2975
+ "loss": 0.0002,
2976
+ "step": 3660
2977
+ },
2978
+ {
2979
+ "epoch": 45.017721518987344,
2980
+ "grad_norm": 0.01050250418484211,
2981
+ "learning_rate": 7.876230661040789e-07,
2982
+ "loss": 0.0002,
2983
+ "step": 3670
2984
+ },
2985
+ {
2986
+ "epoch": 45.02025316455696,
2987
+ "grad_norm": 0.006878922693431377,
2988
+ "learning_rate": 7.59493670886076e-07,
2989
+ "loss": 0.0001,
2990
+ "step": 3680
2991
+ },
2992
+ {
2993
+ "epoch": 45.02025316455696,
2994
+ "eval_accuracy": 0.3829787234042553,
2995
+ "eval_loss": 4.6618781089782715,
2996
+ "eval_runtime": 8.4159,
2997
+ "eval_samples_per_second": 5.585,
2998
+ "eval_steps_per_second": 1.426,
2999
+ "step": 3680
3000
+ },
3001
+ {
3002
+ "epoch": 46.00253164556962,
3003
+ "grad_norm": 0.009057370945811272,
3004
+ "learning_rate": 7.313642756680732e-07,
3005
+ "loss": 0.0002,
3006
+ "step": 3690
3007
+ },
3008
+ {
3009
+ "epoch": 46.00506329113924,
3010
+ "grad_norm": 0.003986147698014975,
3011
+ "learning_rate": 7.032348804500703e-07,
3012
+ "loss": 0.0105,
3013
+ "step": 3700
3014
+ },
3015
+ {
3016
+ "epoch": 46.00759493670886,
3017
+ "grad_norm": 0.01812109723687172,
3018
+ "learning_rate": 6.751054852320675e-07,
3019
+ "loss": 0.0001,
3020
+ "step": 3710
3021
+ },
3022
+ {
3023
+ "epoch": 46.01012658227848,
3024
+ "grad_norm": 0.016234632581472397,
3025
+ "learning_rate": 6.469760900140648e-07,
3026
+ "loss": 0.0001,
3027
+ "step": 3720
3028
+ },
3029
+ {
3030
+ "epoch": 46.0126582278481,
3031
+ "grad_norm": 0.0052651516161859035,
3032
+ "learning_rate": 6.18846694796062e-07,
3033
+ "loss": 0.0216,
3034
+ "step": 3730
3035
+ },
3036
+ {
3037
+ "epoch": 46.01518987341772,
3038
+ "grad_norm": 0.009317484684288502,
3039
+ "learning_rate": 5.907172995780591e-07,
3040
+ "loss": 0.0001,
3041
+ "step": 3740
3042
+ },
3043
+ {
3044
+ "epoch": 46.017721518987344,
3045
+ "grad_norm": 0.0024894699454307556,
3046
+ "learning_rate": 5.625879043600563e-07,
3047
+ "loss": 0.0003,
3048
+ "step": 3750
3049
+ },
3050
+ {
3051
+ "epoch": 46.02025316455696,
3052
+ "grad_norm": 0.011036810465157032,
3053
+ "learning_rate": 5.344585091420535e-07,
3054
+ "loss": 0.0002,
3055
+ "step": 3760
3056
+ },
3057
+ {
3058
+ "epoch": 46.02025316455696,
3059
+ "eval_accuracy": 0.3617021276595745,
3060
+ "eval_loss": 4.714182376861572,
3061
+ "eval_runtime": 8.4053,
3062
+ "eval_samples_per_second": 5.592,
3063
+ "eval_steps_per_second": 1.428,
3064
+ "step": 3760
3065
+ },
3066
+ {
3067
+ "epoch": 47.00253164556962,
3068
+ "grad_norm": 0.0035392444115132093,
3069
+ "learning_rate": 5.063291139240507e-07,
3070
+ "loss": 0.0002,
3071
+ "step": 3770
3072
+ },
3073
+ {
3074
+ "epoch": 47.00506329113924,
3075
+ "grad_norm": 0.008757932111620903,
3076
+ "learning_rate": 4.781997187060479e-07,
3077
+ "loss": 0.0005,
3078
+ "step": 3780
3079
+ },
3080
+ {
3081
+ "epoch": 47.00759493670886,
3082
+ "grad_norm": 0.003641449846327305,
3083
+ "learning_rate": 4.5007032348804504e-07,
3084
+ "loss": 0.0001,
3085
+ "step": 3790
3086
+ },
3087
+ {
3088
+ "epoch": 47.01012658227848,
3089
+ "grad_norm": 0.021657196804881096,
3090
+ "learning_rate": 4.219409282700422e-07,
3091
+ "loss": 0.0002,
3092
+ "step": 3800
3093
+ },
3094
+ {
3095
+ "epoch": 47.0126582278481,
3096
+ "grad_norm": 0.0035243236925452948,
3097
+ "learning_rate": 3.9381153305203943e-07,
3098
+ "loss": 0.0001,
3099
+ "step": 3810
3100
+ },
3101
+ {
3102
+ "epoch": 47.01518987341772,
3103
+ "grad_norm": 0.005966987926512957,
3104
+ "learning_rate": 3.656821378340366e-07,
3105
+ "loss": 0.0001,
3106
+ "step": 3820
3107
+ },
3108
+ {
3109
+ "epoch": 47.017721518987344,
3110
+ "grad_norm": 0.004663312342017889,
3111
+ "learning_rate": 3.3755274261603377e-07,
3112
+ "loss": 0.0001,
3113
+ "step": 3830
3114
+ },
3115
+ {
3116
+ "epoch": 47.02025316455696,
3117
+ "grad_norm": 0.005123648792505264,
3118
+ "learning_rate": 3.09423347398031e-07,
3119
+ "loss": 0.0002,
3120
+ "step": 3840
3121
+ },
3122
+ {
3123
+ "epoch": 47.02025316455696,
3124
+ "eval_accuracy": 0.3617021276595745,
3125
+ "eval_loss": 4.652493000030518,
3126
+ "eval_runtime": 8.5396,
3127
+ "eval_samples_per_second": 5.504,
3128
+ "eval_steps_per_second": 1.405,
3129
+ "step": 3840
3130
+ },
3131
+ {
3132
+ "epoch": 48.00253164556962,
3133
+ "grad_norm": 0.03579903393983841,
3134
+ "learning_rate": 2.8129395218002816e-07,
3135
+ "loss": 0.0002,
3136
+ "step": 3850
3137
+ },
3138
+ {
3139
+ "epoch": 48.00506329113924,
3140
+ "grad_norm": 0.0028870755340903997,
3141
+ "learning_rate": 2.5316455696202533e-07,
3142
+ "loss": 0.0001,
3143
+ "step": 3860
3144
+ },
3145
+ {
3146
+ "epoch": 48.00759493670886,
3147
+ "grad_norm": 0.010382084175944328,
3148
+ "learning_rate": 2.2503516174402252e-07,
3149
+ "loss": 0.0002,
3150
+ "step": 3870
3151
+ },
3152
+ {
3153
+ "epoch": 48.01012658227848,
3154
+ "grad_norm": 0.008079590275883675,
3155
+ "learning_rate": 1.9690576652601972e-07,
3156
+ "loss": 0.0001,
3157
+ "step": 3880
3158
+ },
3159
+ {
3160
+ "epoch": 48.0126582278481,
3161
+ "grad_norm": 0.007244328502565622,
3162
+ "learning_rate": 1.6877637130801689e-07,
3163
+ "loss": 0.0001,
3164
+ "step": 3890
3165
+ },
3166
+ {
3167
+ "epoch": 48.01518987341772,
3168
+ "grad_norm": 0.0033432315103709698,
3169
+ "learning_rate": 1.4064697609001408e-07,
3170
+ "loss": 0.0001,
3171
+ "step": 3900
3172
+ },
3173
+ {
3174
+ "epoch": 48.017721518987344,
3175
+ "grad_norm": 0.13150210678577423,
3176
+ "learning_rate": 1.1251758087201126e-07,
3177
+ "loss": 0.0002,
3178
+ "step": 3910
3179
+ },
3180
+ {
3181
+ "epoch": 48.02025316455696,
3182
+ "grad_norm": 0.00498367240652442,
3183
+ "learning_rate": 8.438818565400844e-08,
3184
+ "loss": 0.0001,
3185
+ "step": 3920
3186
+ },
3187
+ {
3188
+ "epoch": 48.02025316455696,
3189
+ "eval_accuracy": 0.3617021276595745,
3190
+ "eval_loss": 4.668392181396484,
3191
+ "eval_runtime": 8.367,
3192
+ "eval_samples_per_second": 5.617,
3193
+ "eval_steps_per_second": 1.434,
3194
+ "step": 3920
3195
+ },
3196
+ {
3197
+ "epoch": 49.00253164556962,
3198
+ "grad_norm": 0.005051782354712486,
3199
+ "learning_rate": 5.625879043600563e-08,
3200
+ "loss": 0.0002,
3201
+ "step": 3930
3202
+ },
3203
+ {
3204
+ "epoch": 49.00506329113924,
3205
+ "grad_norm": 0.02646501734852791,
3206
+ "learning_rate": 2.8129395218002815e-08,
3207
+ "loss": 0.0002,
3208
+ "step": 3940
3209
+ },
3210
+ {
3211
+ "epoch": 49.00759493670886,
3212
+ "grad_norm": 0.00457751052454114,
3213
+ "learning_rate": 0.0,
3214
+ "loss": 0.0001,
3215
+ "step": 3950
3216
+ },
3217
+ {
3218
+ "epoch": 49.00759493670886,
3219
+ "eval_accuracy": 0.3617021276595745,
3220
+ "eval_loss": 4.666772842407227,
3221
+ "eval_runtime": 9.2282,
3222
+ "eval_samples_per_second": 5.093,
3223
+ "eval_steps_per_second": 1.3,
3224
+ "step": 3950
3225
+ },
3226
+ {
3227
+ "epoch": 49.00759493670886,
3228
+ "step": 3950,
3229
+ "total_flos": 6.89481277801104e+19,
3230
+ "train_loss": 0.24269407705082616,
3231
+ "train_runtime": 6713.1285,
3232
+ "train_samples_per_second": 2.354,
3233
+ "train_steps_per_second": 0.588
3234
+ },
3235
+ {
3236
+ "epoch": 49.00759493670886,
3237
+ "eval_accuracy": 0.2564102564102564,
3238
+ "eval_loss": 2.559528350830078,
3239
+ "eval_runtime": 7.861,
3240
+ "eval_samples_per_second": 4.961,
3241
+ "eval_steps_per_second": 1.272,
3242
+ "step": 3950
3243
+ },
3244
+ {
3245
+ "epoch": 49.00759493670886,
3246
+ "eval_accuracy": 0.2564102564102564,
3247
+ "eval_loss": 2.5595290660858154,
3248
+ "eval_runtime": 6.9771,
3249
+ "eval_samples_per_second": 5.59,
3250
+ "eval_steps_per_second": 1.433,
3251
+ "step": 3950
3252
+ }
3253
+ ],
3254
+ "logging_steps": 10,
3255
+ "max_steps": 3950,
3256
+ "num_input_tokens_seen": 0,
3257
+ "num_train_epochs": 9223372036854775807,
3258
+ "save_steps": 500,
3259
+ "stateful_callbacks": {
3260
+ "TrainerControl": {
3261
+ "args": {
3262
+ "should_epoch_stop": false,
3263
+ "should_evaluate": false,
3264
+ "should_log": false,
3265
+ "should_save": true,
3266
+ "should_training_stop": true
3267
+ },
3268
+ "attributes": {}
3269
+ }
3270
+ },
3271
+ "total_flos": 6.89481277801104e+19,
3272
+ "train_batch_size": 4,
3273
+ "trial_name": null,
3274
+ "trial_params": null
3275
+ }