transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:t5-small license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
base_model: t5-small
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: tl-war-model
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# tl-war-model

This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0084
- Bleu: 94.7937
- Gen Len: 5.5401

## 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: 0.001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 200
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
| No log        | 1.0   | 54    | 2.8430          | 1.2305  | 5.6469  |
| No log        | 2.0   | 108   | 2.4489          | 2.2133  | 5.9431  |
| No log        | 3.0   | 162   | 1.9890          | 2.4041  | 6.4425  |
| No log        | 4.0   | 216   | 1.6632          | 5.3183  | 6.2288  |
| No log        | 5.0   | 270   | 1.2998          | 11.2337 | 5.8688  |
| No log        | 6.0   | 324   | 0.9992          | 22.9227 | 5.9826  |
| No log        | 7.0   | 378   | 0.7938          | 40.8707 | 6.0523  |
| No log        | 8.0   | 432   | 0.6332          | 41.6658 | 5.8455  |
| No log        | 9.0   | 486   | 0.4849          | 57.7063 | 5.741   |
| 2.0554        | 10.0  | 540   | 0.3398          | 66.5916 | 5.7073  |
| 2.0554        | 11.0  | 594   | 0.2589          | 75.1398 | 5.5552  |
| 2.0554        | 12.0  | 648   | 0.1862          | 80.095  | 5.4901  |
| 2.0554        | 13.0  | 702   | 0.1188          | 82.7321 | 5.5656  |
| 2.0554        | 14.0  | 756   | 0.0992          | 84.2356 | 5.511   |
| 2.0554        | 15.0  | 810   | 0.0643          | 91.2032 | 5.5215  |
| 2.0554        | 16.0  | 864   | 0.0608          | 90.156  | 5.5621  |
| 2.0554        | 17.0  | 918   | 0.0461          | 87.3511 | 5.5726  |
| 2.0554        | 18.0  | 972   | 0.0555          | 88.5079 | 5.5621  |
| 0.4753        | 19.0  | 1026  | 0.0354          | 91.2536 | 5.5145  |
| 0.4753        | 20.0  | 1080  | 0.0423          | 92.0329 | 5.5505  |
| 0.4753        | 21.0  | 1134  | 0.0367          | 89.7566 | 5.5401  |
| 0.4753        | 22.0  | 1188  | 0.0319          | 92.3251 | 5.5424  |
| 0.4753        | 23.0  | 1242  | 0.0383          | 83.639  | 5.5842  |
| 0.4753        | 24.0  | 1296  | 0.0351          | 89.9239 | 5.5331  |
| 0.4753        | 25.0  | 1350  | 0.0397          | 90.785  | 5.5319  |
| 0.4753        | 26.0  | 1404  | 0.0269          | 89.6977 | 5.5273  |
| 0.4753        | 27.0  | 1458  | 0.0371          | 94.2434 | 5.5424  |
| 0.1679        | 28.0  | 1512  | 0.0281          | 93.1799 | 5.5389  |
| 0.1679        | 29.0  | 1566  | 0.0265          | 92.9805 | 5.5459  |
| 0.1679        | 30.0  | 1620  | 0.0240          | 93.4285 | 5.5401  |
| 0.1679        | 31.0  | 1674  | 0.0187          | 93.4675 | 5.5552  |
| 0.1679        | 32.0  | 1728  | 0.0228          | 91.1032 | 5.5389  |
| 0.1679        | 33.0  | 1782  | 0.0196          | 93.164  | 5.5528  |
| 0.1679        | 34.0  | 1836  | 0.0244          | 92.8435 | 5.5157  |
| 0.1679        | 35.0  | 1890  | 0.0224          | 93.3636 | 5.5447  |
| 0.1679        | 36.0  | 1944  | 0.0248          | 93.0376 | 5.5343  |
| 0.1679        | 37.0  | 1998  | 0.0205          | 94.3196 | 5.5354  |
| 0.096         | 38.0  | 2052  | 0.0211          | 93.2583 | 5.5343  |
| 0.096         | 39.0  | 2106  | 0.0200          | 91.9568 | 5.5343  |
| 0.096         | 40.0  | 2160  | 0.0201          | 91.1973 | 5.5587  |
| 0.096         | 41.0  | 2214  | 0.0227          | 94.0951 | 5.5424  |
| 0.096         | 42.0  | 2268  | 0.0202          | 94.1776 | 5.5482  |
| 0.096         | 43.0  | 2322  | 0.0198          | 93.2822 | 5.5273  |
| 0.096         | 44.0  | 2376  | 0.0187          | 93.1389 | 5.5412  |
| 0.096         | 45.0  | 2430  | 0.0203          | 93.566  | 5.5285  |
| 0.096         | 46.0  | 2484  | 0.0272          | 94.3114 | 5.583   |
| 0.0649        | 47.0  | 2538  | 0.0177          | 91.3008 | 5.518   |
| 0.0649        | 48.0  | 2592  | 0.0189          | 91.7827 | 5.5285  |
| 0.0649        | 49.0  | 2646  | 0.0222          | 94.3196 | 5.5517  |
| 0.0649        | 50.0  | 2700  | 0.0145          | 94.1234 | 5.5273  |
| 0.0649        | 51.0  | 2754  | 0.0150          | 93.531  | 5.5494  |
| 0.0649        | 52.0  | 2808  | 0.0178          | 92.7418 | 5.5273  |
| 0.0649        | 53.0  | 2862  | 0.0186          | 94.4449 | 5.5308  |
| 0.0649        | 54.0  | 2916  | 0.0170          | 93.4147 | 5.5343  |
| 0.0649        | 55.0  | 2970  | 0.0147          | 93.0869 | 5.5203  |
| 0.054         | 56.0  | 3024  | 0.0142          | 94.5277 | 5.5494  |
| 0.054         | 57.0  | 3078  | 0.0116          | 94.773  | 5.5528  |
| 0.054         | 58.0  | 3132  | 0.0145          | 94.5484 | 5.5343  |
| 0.054         | 59.0  | 3186  | 0.0180          | 94.7317 | 5.5343  |
| 0.054         | 60.0  | 3240  | 0.0149          | 93.3068 | 5.5296  |
| 0.054         | 61.0  | 3294  | 0.0133          | 94.7317 | 5.5377  |
| 0.054         | 62.0  | 3348  | 0.0130          | 94.7524 | 5.5308  |
| 0.054         | 63.0  | 3402  | 0.0161          | 94.7524 | 5.5343  |
| 0.054         | 64.0  | 3456  | 0.0143          | 94.3074 | 5.518   |
| 0.0432        | 65.0  | 3510  | 0.0162          | 94.5484 | 5.5319  |
| 0.0432        | 66.0  | 3564  | 0.0121          | 94.773  | 5.5296  |
| 0.0432        | 67.0  | 3618  | 0.0128          | 94.773  | 5.5377  |
| 0.0432        | 68.0  | 3672  | 0.0111          | 94.773  | 5.5436  |
| 0.0432        | 69.0  | 3726  | 0.0225          | 93.3009 | 5.5528  |
| 0.0432        | 70.0  | 3780  | 0.0131          | 93.7534 | 5.5377  |
| 0.0432        | 71.0  | 3834  | 0.0126          | 94.3251 | 5.547   |
| 0.0432        | 72.0  | 3888  | 0.0113          | 94.5484 | 5.5226  |
| 0.0432        | 73.0  | 3942  | 0.0116          | 94.569  | 5.547   |
| 0.0432        | 74.0  | 3996  | 0.0122          | 94.773  | 5.5459  |
| 0.0318        | 75.0  | 4050  | 0.0108          | 94.773  | 5.547   |
| 0.0318        | 76.0  | 4104  | 0.0106          | 94.7937 | 5.5424  |
| 0.0318        | 77.0  | 4158  | 0.0143          | 94.6754 | 5.5261  |
| 0.0318        | 78.0  | 4212  | 0.0118          | 94.5484 | 5.5319  |
| 0.0318        | 79.0  | 4266  | 0.0124          | 94.7317 | 5.5366  |
| 0.0318        | 80.0  | 4320  | 0.0150          | 94.773  | 5.5436  |
| 0.0318        | 81.0  | 4374  | 0.0111          | 94.5095 | 5.5656  |
| 0.0318        | 82.0  | 4428  | 0.0179          | 94.5277 | 5.5482  |
| 0.0318        | 83.0  | 4482  | 0.0126          | 94.7524 | 5.5412  |
| 0.0285        | 84.0  | 4536  | 0.0122          | 94.5277 | 5.5366  |
| 0.0285        | 85.0  | 4590  | 0.0160          | 94.7524 | 5.5494  |
| 0.0285        | 86.0  | 4644  | 0.0127          | 93.455  | 5.5366  |
| 0.0285        | 87.0  | 4698  | 0.0100          | 94.7937 | 5.5377  |
| 0.0285        | 88.0  | 4752  | 0.0123          | 94.7524 | 5.5447  |
| 0.0285        | 89.0  | 4806  | 0.0108          | 94.773  | 5.5528  |
| 0.0285        | 90.0  | 4860  | 0.0111          | 94.773  | 5.5412  |
| 0.0285        | 91.0  | 4914  | 0.0102          | 94.7937 | 5.5354  |
| 0.0285        | 92.0  | 4968  | 0.0103          | 94.773  | 5.5494  |
| 0.0246        | 93.0  | 5022  | 0.0101          | 94.773  | 5.5296  |
| 0.0246        | 94.0  | 5076  | 0.0119          | 94.773  | 5.5331  |
| 0.0246        | 95.0  | 5130  | 0.0100          | 94.3503 | 5.5401  |
| 0.0246        | 96.0  | 5184  | 0.0110          | 94.773  | 5.5412  |
| 0.0246        | 97.0  | 5238  | 0.0097          | 94.7937 | 5.5192  |
| 0.0246        | 98.0  | 5292  | 0.0109          | 94.2228 | 5.5366  |
| 0.0246        | 99.0  | 5346  | 0.0106          | 94.7937 | 5.5447  |
| 0.0246        | 100.0 | 5400  | 0.0100          | 94.7937 | 5.5424  |
| 0.0246        | 101.0 | 5454  | 0.0097          | 94.7937 | 5.5447  |
| 0.0235        | 102.0 | 5508  | 0.0100          | 94.3327 | 5.5482  |
| 0.0235        | 103.0 | 5562  | 0.0103          | 94.773  | 5.5494  |
| 0.0235        | 104.0 | 5616  | 0.0094          | 94.3327 | 5.5587  |
| 0.0235        | 105.0 | 5670  | 0.0096          | 94.7937 | 5.547   |
| 0.0235        | 106.0 | 5724  | 0.0111          | 94.773  | 5.5494  |
| 0.0235        | 107.0 | 5778  | 0.0112          | 94.773  | 5.5447  |
| 0.0235        | 108.0 | 5832  | 0.0095          | 94.7937 | 5.5494  |
| 0.0235        | 109.0 | 5886  | 0.0100          | 94.7937 | 5.5308  |
| 0.0235        | 110.0 | 5940  | 0.0099          | 94.7937 | 5.5494  |
| 0.0235        | 111.0 | 5994  | 0.0120          | 94.7524 | 5.5377  |
| 0.0194        | 112.0 | 6048  | 0.0112          | 94.773  | 5.5563  |
| 0.0194        | 113.0 | 6102  | 0.0106          | 94.0307 | 5.5331  |
| 0.0194        | 114.0 | 6156  | 0.0093          | 94.7937 | 5.5424  |
| 0.0194        | 115.0 | 6210  | 0.0108          | 94.773  | 5.5377  |
| 0.0194        | 116.0 | 6264  | 0.0129          | 94.773  | 5.5273  |
| 0.0194        | 117.0 | 6318  | 0.0152          | 94.7524 | 5.5389  |
| 0.0194        | 118.0 | 6372  | 0.0120          | 94.7524 | 5.5482  |
| 0.0194        | 119.0 | 6426  | 0.0111          | 94.773  | 5.5459  |
| 0.0194        | 120.0 | 6480  | 0.0102          | 94.7937 | 5.5401  |
| 0.0188        | 121.0 | 6534  | 0.0096          | 94.7937 | 5.5285  |
| 0.0188        | 122.0 | 6588  | 0.0093          | 94.7937 | 5.5401  |
| 0.0188        | 123.0 | 6642  | 0.0096          | 94.7937 | 5.5447  |
| 0.0188        | 124.0 | 6696  | 0.0097          | 94.7937 | 5.5377  |
| 0.0188        | 125.0 | 6750  | 0.0094          | 94.7937 | 5.5354  |
| 0.0188        | 126.0 | 6804  | 0.0092          | 94.7937 | 5.554   |
| 0.0188        | 127.0 | 6858  | 0.0104          | 94.5183 | 5.5401  |
| 0.0188        | 128.0 | 6912  | 0.0107          | 93.7969 | 5.5261  |
| 0.0188        | 129.0 | 6966  | 0.0089          | 94.7937 | 5.5192  |
| 0.0165        | 130.0 | 7020  | 0.0093          | 94.7937 | 5.5308  |
| 0.0165        | 131.0 | 7074  | 0.0096          | 94.7937 | 5.5261  |
| 0.0165        | 132.0 | 7128  | 0.0091          | 94.7937 | 5.5447  |
| 0.0165        | 133.0 | 7182  | 0.0096          | 94.7937 | 5.5377  |
| 0.0165        | 134.0 | 7236  | 0.0091          | 94.7937 | 5.5377  |
| 0.0165        | 135.0 | 7290  | 0.0104          | 94.569  | 5.5354  |
| 0.0165        | 136.0 | 7344  | 0.0090          | 94.7937 | 5.5285  |
| 0.0165        | 137.0 | 7398  | 0.0092          | 94.7937 | 5.5261  |
| 0.0165        | 138.0 | 7452  | 0.0090          | 94.7937 | 5.5168  |
| 0.0151        | 139.0 | 7506  | 0.0093          | 94.7937 | 5.5215  |
| 0.0151        | 140.0 | 7560  | 0.0089          | 94.7937 | 5.5215  |
| 0.0151        | 141.0 | 7614  | 0.0092          | 94.7937 | 5.5401  |
| 0.0151        | 142.0 | 7668  | 0.0089          | 94.7937 | 5.5215  |
| 0.0151        | 143.0 | 7722  | 0.0091          | 94.7937 | 5.5377  |
| 0.0151        | 144.0 | 7776  | 0.0089          | 94.7937 | 5.5377  |
| 0.0151        | 145.0 | 7830  | 0.0097          | 94.7937 | 5.5308  |
| 0.0151        | 146.0 | 7884  | 0.0091          | 94.7937 | 5.5308  |
| 0.0151        | 147.0 | 7938  | 0.0087          | 94.7937 | 5.5331  |
| 0.0151        | 148.0 | 7992  | 0.0089          | 94.7937 | 5.5285  |
| 0.0132        | 149.0 | 8046  | 0.0088          | 94.7937 | 5.5401  |
| 0.0132        | 150.0 | 8100  | 0.0090          | 94.7937 | 5.5354  |
| 0.0132        | 151.0 | 8154  | 0.0086          | 94.7937 | 5.5331  |
| 0.0132        | 152.0 | 8208  | 0.0087          | 94.7937 | 5.5285  |
| 0.0132        | 153.0 | 8262  | 0.0089          | 94.7937 | 5.5285  |
| 0.0132        | 154.0 | 8316  | 0.0088          | 94.7937 | 5.5261  |
| 0.0132        | 155.0 | 8370  | 0.0089          | 94.7937 | 5.5401  |
| 0.0132        | 156.0 | 8424  | 0.0086          | 94.7937 | 5.5331  |
| 0.0132        | 157.0 | 8478  | 0.0088          | 94.7937 | 5.554   |
| 0.0121        | 158.0 | 8532  | 0.0088          | 94.7937 | 5.5401  |
| 0.0121        | 159.0 | 8586  | 0.0089          | 94.7937 | 5.5401  |
| 0.0121        | 160.0 | 8640  | 0.0092          | 94.7937 | 5.5261  |
| 0.0121        | 161.0 | 8694  | 0.0089          | 94.7937 | 5.5354  |
| 0.0121        | 162.0 | 8748  | 0.0089          | 94.7937 | 5.5238  |
| 0.0121        | 163.0 | 8802  | 0.0088          | 94.7937 | 5.5261  |
| 0.0121        | 164.0 | 8856  | 0.0087          | 94.7937 | 5.5331  |
| 0.0121        | 165.0 | 8910  | 0.0087          | 94.7937 | 5.5285  |
| 0.0121        | 166.0 | 8964  | 0.0090          | 94.7937 | 5.5261  |
| 0.0117        | 167.0 | 9018  | 0.0088          | 94.7937 | 5.5308  |
| 0.0117        | 168.0 | 9072  | 0.0085          | 94.7937 | 5.5377  |
| 0.0117        | 169.0 | 9126  | 0.0086          | 94.7937 | 5.5354  |
| 0.0117        | 170.0 | 9180  | 0.0086          | 94.7937 | 5.5192  |
| 0.0117        | 171.0 | 9234  | 0.0087          | 94.7937 | 5.5424  |
| 0.0117        | 172.0 | 9288  | 0.0090          | 94.4227 | 5.5354  |
| 0.0117        | 173.0 | 9342  | 0.0089          | 94.7937 | 5.5285  |
| 0.0117        | 174.0 | 9396  | 0.0087          | 94.7937 | 5.5261  |
| 0.0117        | 175.0 | 9450  | 0.0087          | 94.7937 | 5.5377  |
| 0.0107        | 176.0 | 9504  | 0.0087          | 94.7937 | 5.5261  |
| 0.0107        | 177.0 | 9558  | 0.0086          | 94.7937 | 5.5261  |
| 0.0107        | 178.0 | 9612  | 0.0088          | 94.7937 | 5.5377  |
| 0.0107        | 179.0 | 9666  | 0.0085          | 94.7937 | 5.5215  |
| 0.0107        | 180.0 | 9720  | 0.0085          | 94.7937 | 5.5377  |
| 0.0107        | 181.0 | 9774  | 0.0085          | 94.7937 | 5.5308  |
| 0.0107        | 182.0 | 9828  | 0.0085          | 94.7937 | 5.5285  |
| 0.0107        | 183.0 | 9882  | 0.0085          | 94.7937 | 5.5308  |
| 0.0107        | 184.0 | 9936  | 0.0085          | 94.7937 | 5.5261  |
| 0.0107        | 185.0 | 9990  | 0.0084          | 94.7937 | 5.5331  |
| 0.0106        | 186.0 | 10044 | 0.0084          | 94.7937 | 5.5354  |
| 0.0106        | 187.0 | 10098 | 0.0084          | 94.7937 | 5.5447  |
| 0.0106        | 188.0 | 10152 | 0.0085          | 94.7937 | 5.5354  |
| 0.0106        | 189.0 | 10206 | 0.0084          | 94.7937 | 5.5377  |
| 0.0106        | 190.0 | 10260 | 0.0084          | 94.7937 | 5.5354  |
| 0.0106        | 191.0 | 10314 | 0.0085          | 94.7937 | 5.5377  |
| 0.0106        | 192.0 | 10368 | 0.0084          | 94.7937 | 5.5377  |
| 0.0106        | 193.0 | 10422 | 0.0084          | 94.7937 | 5.5401  |
| 0.0106        | 194.0 | 10476 | 0.0085          | 94.7937 | 5.5401  |
| 0.0091        | 195.0 | 10530 | 0.0084          | 94.7937 | 5.5331  |
| 0.0091        | 196.0 | 10584 | 0.0084          | 94.7937 | 5.5401  |
| 0.0091        | 197.0 | 10638 | 0.0084          | 94.7937 | 5.5401  |
| 0.0091        | 198.0 | 10692 | 0.0084          | 94.7937 | 5.5401  |
| 0.0091        | 199.0 | 10746 | 0.0084          | 94.7937 | 5.5401  |
| 0.0091        | 200.0 | 10800 | 0.0084          | 94.7937 | 5.5401  |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
