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# MT-fallen-firebrand-113

This model is a fine-tuned version of [toobiza/MT-smart-feather-100](https://huggingface.co/toobiza/MT-smart-feather-100) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2177
- Loss Ce: 0.0007
- Loss Bbox: 0.0252
- Cardinality Error: 1.0
- Giou: 95.5116

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss | Loss Ce | Loss Bbox | Cardinality Error | Giou    |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:---------:|:-----------------:|:-------:|
| 0.0433        | 0.02  | 10   | 0.2285          | 0.0005  | 0.0272    | 1.0               | 95.4320 |
| 0.1123        | 0.04  | 20   | 0.2205          | 0.0006  | 0.0264    | 1.0               | 95.6513 |
| 0.2672        | 0.06  | 30   | 0.2229          | 0.0007  | 0.0264    | 1.0               | 95.5263 |
| 0.1671        | 0.09  | 40   | 0.2266          | 0.0006  | 0.0267    | 1.0               | 95.4210 |
| 0.0761        | 0.11  | 50   | 0.2268          | 0.0006  | 0.0272    | 1.0               | 95.5399 |
| 0.0882        | 0.13  | 60   | 0.2234          | 0.0006  | 0.0269    | 1.0               | 95.6263 |
| 0.0525        | 0.15  | 70   | 0.2277          | 0.0006  | 0.0273    | 1.0               | 95.5031 |
| 0.0789        | 0.17  | 80   | 0.2277          | 0.0006  | 0.0271    | 1.0               | 95.4728 |
| 0.0661        | 0.19  | 90   | 0.2315          | 0.0006  | 0.0270    | 1.0               | 95.2434 |
| 0.0534        | 0.21  | 100  | 0.2304          | 0.0006  | 0.0270    | 1.0               | 95.2914 |
| 0.133         | 0.23  | 110  | 0.2318          | 0.0007  | 0.0268    | 1.0               | 95.2015 |
| 0.0908        | 0.26  | 120  | 0.2381          | 0.0006  | 0.0282    | 1.0               | 95.2005 |
| 0.0893        | 0.28  | 130  | 0.2388          | 0.0005  | 0.0279    | 1.0               | 95.1057 |
| 0.0516        | 0.3   | 140  | 0.2389          | 0.0005  | 0.0279    | 1.0               | 95.1262 |
| 0.2496        | 0.32  | 150  | 0.2378          | 0.0005  | 0.0277    | 1.0               | 95.1056 |
| 0.0914        | 0.34  | 160  | 0.2278          | 0.0005  | 0.0262    | 1.0               | 95.2652 |
| 0.1489        | 0.36  | 170  | 0.2206          | 0.0006  | 0.0261    | 1.0               | 95.5911 |
| 0.2304        | 0.38  | 180  | 0.2192          | 0.0007  | 0.0260    | 1.0               | 95.6501 |
| 0.058         | 0.41  | 190  | 0.2187          | 0.0007  | 0.0257    | 1.0               | 95.6025 |
| 0.2195        | 0.43  | 200  | 0.2179          | 0.0006  | 0.0257    | 1.0               | 95.6214 |
| 0.076         | 0.45  | 210  | 0.2188          | 0.0006  | 0.0256    | 1.0               | 95.5425 |
| 0.054         | 0.47  | 220  | 0.2206          | 0.0006  | 0.0256    | 1.0               | 95.4653 |
| 0.1074        | 0.49  | 230  | 0.2260          | 0.0006  | 0.0259    | 1.0               | 95.2627 |
| 0.0648        | 0.51  | 240  | 0.2270          | 0.0006  | 0.0268    | 1.0               | 95.4231 |
| 0.2838        | 0.53  | 250  | 0.2227          | 0.0006  | 0.0263    | 1.0               | 95.5340 |
| 0.1706        | 0.55  | 260  | 0.2238          | 0.0006  | 0.0260    | 1.0               | 95.4056 |
| 0.065         | 0.58  | 270  | 0.2260          | 0.0007  | 0.0258    | 1.0               | 95.2666 |
| 0.063         | 0.6   | 280  | 0.2238          | 0.0007  | 0.0262    | 1.0               | 95.4676 |
| 0.0667        | 0.62  | 290  | 0.2206          | 0.0006  | 0.0262    | 1.0               | 95.6224 |
| 0.087         | 0.64  | 300  | 0.2238          | 0.0006  | 0.0259    | 1.0               | 95.3894 |
| 0.1819        | 0.66  | 310  | 0.2290          | 0.0006  | 0.0261    | 1.0               | 95.1798 |
| 0.1198        | 0.68  | 320  | 0.2251          | 0.0007  | 0.0264    | 1.0               | 95.4342 |
| 0.0732        | 0.7   | 330  | 0.2203          | 0.0007  | 0.0259    | 1.0               | 95.5583 |
| 0.1283        | 0.72  | 340  | 0.2255          | 0.0008  | 0.0258    | 1.0               | 95.2776 |
| 0.1481        | 0.75  | 350  | 0.2243          | 0.0008  | 0.0259    | 1.0               | 95.3665 |
| 0.1448        | 0.77  | 360  | 0.2199          | 0.0008  | 0.0259    | 1.0               | 95.5715 |
| 0.0831        | 0.79  | 370  | 0.2228          | 0.0008  | 0.0261    | 1.0               | 95.5002 |
| 0.0936        | 0.81  | 380  | 0.2251          | 0.0007  | 0.0260    | 1.0               | 95.3486 |
| 0.0715        | 0.83  | 390  | 0.2204          | 0.0007  | 0.0257    | 1.0               | 95.5102 |
| 0.0672        | 0.85  | 400  | 0.2234          | 0.0007  | 0.0256    | 1.0               | 95.3418 |
| 0.0713        | 0.87  | 410  | 0.2233          | 0.0007  | 0.0259    | 1.0               | 95.3986 |
| 0.0776        | 0.9   | 420  | 0.2269          | 0.0007  | 0.0259    | 1.0               | 95.2251 |
| 0.129         | 0.92  | 430  | 0.2278          | 0.0007  | 0.0259    | 1.0               | 95.1863 |
| 0.1938        | 0.94  | 440  | 0.2315          | 0.0007  | 0.0262    | 1.0               | 95.0673 |
| 0.0841        | 0.96  | 450  | 0.2271          | 0.0007  | 0.0258    | 1.0               | 95.1982 |
| 0.1348        | 0.98  | 460  | 0.2233          | 0.0008  | 0.0258    | 1.0               | 95.4038 |
| 0.0668        | 1.0   | 470  | 0.2243          | 0.0008  | 0.0257    | 1.0               | 95.3235 |
| 0.3109        | 1.02  | 480  | 0.2278          | 0.0008  | 0.0258    | 1.0               | 95.1576 |
| 0.069         | 1.04  | 490  | 0.2312          | 0.0007  | 0.0257    | 1.0               | 94.9736 |
| 0.0627        | 1.07  | 500  | 0.2284          | 0.0007  | 0.0254    | 1.0               | 95.0170 |
| 0.0852        | 1.09  | 510  | 0.2291          | 0.0006  | 0.0252    | 1.0               | 94.9385 |
| 0.0679        | 1.11  | 520  | 0.2259          | 0.0006  | 0.0253    | 1.0               | 95.1204 |
| 0.0543        | 1.13  | 530  | 0.2274          | 0.0006  | 0.0251    | 1.0               | 94.9929 |
| 0.1877        | 1.15  | 540  | 0.2248          | 0.0007  | 0.0249    | 1.0               | 95.0927 |
| 0.1028        | 1.17  | 550  | 0.2177          | 0.0007  | 0.0251    | 1.0               | 95.4758 |
| 0.068         | 1.19  | 560  | 0.2142          | 0.0007  | 0.0249    | 1.0               | 95.6181 |
| 0.0953        | 1.22  | 570  | 0.2120          | 0.0007  | 0.0248    | 1.0               | 95.6968 |
| 0.0548        | 1.24  | 580  | 0.2160          | 0.0007  | 0.0249    | 1.0               | 95.5313 |
| 0.2291        | 1.26  | 590  | 0.2192          | 0.0007  | 0.0252    | 1.0               | 95.4303 |
| 0.0565        | 1.28  | 600  | 0.2148          | 0.0007  | 0.0246    | 1.0               | 95.5175 |
| 0.0643        | 1.3   | 610  | 0.2165          | 0.0007  | 0.0248    | 1.0               | 95.4779 |
| 0.0527        | 1.32  | 620  | 0.2134          | 0.0007  | 0.0244    | 1.0               | 95.5284 |
| 0.1215        | 1.34  | 630  | 0.2106          | 0.0007  | 0.0240    | 1.0               | 95.5701 |
| 0.0851        | 1.36  | 640  | 0.2148          | 0.0007  | 0.0247    | 1.0               | 95.5315 |
| 0.0748        | 1.39  | 650  | 0.2188          | 0.0007  | 0.0252    | 1.0               | 95.4600 |
| 0.0632        | 1.41  | 660  | 0.2215          | 0.0007  | 0.0254    | 1.0               | 95.3640 |
| 0.0634        | 1.43  | 670  | 0.2232          | 0.0007  | 0.0255    | 1.0               | 95.3053 |
| 0.0851        | 1.45  | 680  | 0.2235          | 0.0006  | 0.0256    | 1.0               | 95.3000 |
| 0.0597        | 1.47  | 690  | 0.2250          | 0.0006  | 0.0255    | 1.0               | 95.2242 |
| 0.0522        | 1.49  | 700  | 0.2252          | 0.0007  | 0.0259    | 1.0               | 95.3196 |
| 0.1491        | 1.51  | 710  | 0.2250          | 0.0007  | 0.0260    | 1.0               | 95.3516 |
| 0.0515        | 1.54  | 720  | 0.2205          | 0.0007  | 0.0254    | 1.0               | 95.4144 |
| 0.1826        | 1.56  | 730  | 0.2199          | 0.0007  | 0.0254    | 1.0               | 95.4645 |
| 0.0529        | 1.58  | 740  | 0.2230          | 0.0007  | 0.0254    | 1.0               | 95.2972 |
| 0.0587        | 1.6   | 750  | 0.2229          | 0.0007  | 0.0256    | 1.0               | 95.3546 |
| 0.0589        | 1.62  | 760  | 0.2216          | 0.0007  | 0.0256    | 1.0               | 95.4016 |
| 0.0715        | 1.64  | 770  | 0.2216          | 0.0006  | 0.0254    | 1.0               | 95.3633 |
| 0.1186        | 1.66  | 780  | 0.2196          | 0.0006  | 0.0254    | 1.0               | 95.4553 |
| 0.0498        | 1.68  | 790  | 0.2179          | 0.0006  | 0.0255    | 1.0               | 95.5713 |
| 0.1199        | 1.71  | 800  | 0.2192          | 0.0006  | 0.0257    | 1.0               | 95.5583 |
| 0.2151        | 1.73  | 810  | 0.2196          | 0.0006  | 0.0257    | 1.0               | 95.5410 |
| 0.1703        | 1.75  | 820  | 0.2211          | 0.0006  | 0.0259    | 1.0               | 95.4973 |
| 0.0782        | 1.77  | 830  | 0.2244          | 0.0006  | 0.0259    | 1.0               | 95.3385 |
| 0.0575        | 1.79  | 840  | 0.2258          | 0.0006  | 0.0262    | 1.0               | 95.3399 |
| 0.1211        | 1.81  | 850  | 0.2239          | 0.0006  | 0.0261    | 1.0               | 95.4278 |
| 0.067         | 1.83  | 860  | 0.2232          | 0.0006  | 0.0261    | 1.0               | 95.4541 |
| 0.0521        | 1.86  | 870  | 0.2214          | 0.0006  | 0.0258    | 1.0               | 95.4654 |
| 0.1619        | 1.88  | 880  | 0.2206          | 0.0006  | 0.0256    | 1.0               | 95.4628 |
| 0.0656        | 1.9   | 890  | 0.2217          | 0.0006  | 0.0257    | 1.0               | 95.4210 |
| 0.1299        | 1.92  | 900  | 0.2216          | 0.0006  | 0.0257    | 1.0               | 95.4406 |
| 0.1795        | 1.94  | 910  | 0.2258          | 0.0006  | 0.0260    | 1.0               | 95.2944 |
| 0.0684        | 1.96  | 920  | 0.2288          | 0.0006  | 0.0257    | 1.0               | 95.0962 |
| 0.0683        | 1.98  | 930  | 0.2287          | 0.0006  | 0.0254    | 1.0               | 95.0161 |
| 0.1629        | 2.0   | 940  | 0.2300          | 0.0006  | 0.0255    | 1.0               | 94.9721 |
| 0.2252        | 2.03  | 950  | 0.2283          | 0.0006  | 0.0256    | 1.0               | 95.0778 |
| 0.097         | 2.05  | 960  | 0.2246          | 0.0006  | 0.0255    | 1.0               | 95.2448 |
| 0.0582        | 2.07  | 970  | 0.2247          | 0.0007  | 0.0253    | 1.0               | 95.2004 |
| 0.0613        | 2.09  | 980  | 0.2189          | 0.0007  | 0.0251    | 1.0               | 95.4246 |
| 0.055         | 2.11  | 990  | 0.2192          | 0.0007  | 0.0252    | 1.0               | 95.4337 |
| 0.1202        | 2.13  | 1000 | 0.2233          | 0.0007  | 0.0254    | 1.0               | 95.2810 |
| 0.0426        | 2.15  | 1010 | 0.2266          | 0.0006  | 0.0255    | 1.0               | 95.1437 |
| 0.0542        | 2.17  | 1020 | 0.2264          | 0.0006  | 0.0255    | 1.0               | 95.1477 |
| 0.0693        | 2.2   | 1030 | 0.2275          | 0.0006  | 0.0256    | 1.0               | 95.1170 |
| 0.0617        | 2.22  | 1040 | 0.2235          | 0.0006  | 0.0253    | 1.0               | 95.2543 |
| 0.0703        | 2.24  | 1050 | 0.2223          | 0.0007  | 0.0252    | 1.0               | 95.2883 |
| 0.1624        | 2.26  | 1060 | 0.2231          | 0.0007  | 0.0252    | 1.0               | 95.2493 |
| 0.1168        | 2.28  | 1070 | 0.2235          | 0.0007  | 0.0252    | 1.0               | 95.2330 |
| 0.0784        | 2.3   | 1080 | 0.2207          | 0.0007  | 0.0252    | 1.0               | 95.3759 |
| 0.0627        | 2.32  | 1090 | 0.2205          | 0.0007  | 0.0253    | 1.0               | 95.4080 |
| 0.0856        | 2.35  | 1100 | 0.2202          | 0.0007  | 0.0254    | 1.0               | 95.4356 |
| 0.0587        | 2.37  | 1110 | 0.2198          | 0.0007  | 0.0254    | 1.0               | 95.4616 |
| 0.0591        | 2.39  | 1120 | 0.2181          | 0.0007  | 0.0253    | 1.0               | 95.5062 |
| 0.3139        | 2.41  | 1130 | 0.2149          | 0.0007  | 0.0247    | 1.0               | 95.5317 |
| 0.0535        | 2.43  | 1140 | 0.2124          | 0.0007  | 0.0244    | 1.0               | 95.5952 |
| 0.0502        | 2.45  | 1150 | 0.2135          | 0.0007  | 0.0245    | 1.0               | 95.5379 |
| 0.0574        | 2.47  | 1160 | 0.2142          | 0.0007  | 0.0247    | 1.0               | 95.5711 |
| 0.0415        | 2.49  | 1170 | 0.2143          | 0.0007  | 0.0249    | 1.0               | 95.6145 |
| 0.0394        | 2.52  | 1180 | 0.2141          | 0.0008  | 0.0249    | 1.0               | 95.6154 |
| 0.1392        | 2.54  | 1190 | 0.2128          | 0.0008  | 0.0249    | 1.0               | 95.6786 |
| 0.1257        | 2.56  | 1200 | 0.2130          | 0.0007  | 0.0249    | 1.0               | 95.6791 |
| 0.0493        | 2.58  | 1210 | 0.2149          | 0.0007  | 0.0249    | 1.0               | 95.5834 |
| 0.1574        | 2.6   | 1220 | 0.2173          | 0.0007  | 0.0250    | 1.0               | 95.4966 |
| 0.077         | 2.62  | 1230 | 0.2183          | 0.0008  | 0.0251    | 1.0               | 95.4721 |
| 0.0616        | 2.64  | 1240 | 0.2172          | 0.0008  | 0.0252    | 1.0               | 95.5329 |
| 0.0515        | 2.67  | 1250 | 0.2169          | 0.0008  | 0.0252    | 1.0               | 95.5528 |
| 0.0464        | 2.69  | 1260 | 0.2158          | 0.0008  | 0.0252    | 1.0               | 95.6043 |
| 0.1273        | 2.71  | 1270 | 0.2151          | 0.0008  | 0.0252    | 1.0               | 95.6373 |
| 0.0602        | 2.73  | 1280 | 0.2157          | 0.0008  | 0.0252    | 1.0               | 95.6047 |
| 0.1282        | 2.75  | 1290 | 0.2166          | 0.0008  | 0.0251    | 1.0               | 95.5521 |
| 0.0552        | 2.77  | 1300 | 0.2172          | 0.0008  | 0.0252    | 1.0               | 95.5391 |
| 0.1731        | 2.79  | 1310 | 0.2176          | 0.0007  | 0.0252    | 1.0               | 95.5261 |
| 0.0999        | 2.81  | 1320 | 0.2169          | 0.0007  | 0.0252    | 1.0               | 95.5514 |
| 0.1018        | 2.84  | 1330 | 0.2169          | 0.0007  | 0.0252    | 1.0               | 95.5517 |
| 0.1837        | 2.86  | 1340 | 0.2172          | 0.0007  | 0.0252    | 1.0               | 95.5448 |
| 0.0582        | 2.88  | 1350 | 0.2165          | 0.0007  | 0.0252    | 1.0               | 95.5744 |
| 0.0671        | 2.9   | 1360 | 0.2171          | 0.0008  | 0.0252    | 1.0               | 95.5425 |
| 0.0451        | 2.92  | 1370 | 0.2176          | 0.0007  | 0.0252    | 1.0               | 95.5208 |
| 0.0829        | 2.94  | 1380 | 0.2173          | 0.0007  | 0.0252    | 1.0               | 95.5369 |
| 0.0575        | 2.96  | 1390 | 0.2176          | 0.0007  | 0.0252    | 1.0               | 95.5150 |
| 0.0926        | 2.99  | 1400 | 0.2177          | 0.0007  | 0.0252    | 1.0               | 95.5116 |


### Framework versions

- Transformers 4.33.2
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.13.3

{"tags": ["generated_from_trainer"], "base_model": "toobiza/MT-smart-feather-100", "model-index": [{"name": "MT-fallen-firebrand-113", "results": []}]}
transformers pytorch table-transformer object-detection generated_from_trainer base_model:toobiza/MT-smart-feather-100 endpoints_compatible region:us