Se124M100KInfMinimalist
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5392
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 50
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1691 | 1.0 | 1860 | 0.6314 |
| 0.1598 | 2.0 | 3720 | 0.6036 |
| 0.1539 | 3.0 | 5580 | 0.5906 |
| 0.153 | 4.0 | 7440 | 0.5836 |
| 0.1507 | 5.0 | 9300 | 0.5790 |
| 0.1483 | 6.0 | 11160 | 0.5746 |
| 0.149 | 7.0 | 13020 | 0.5703 |
| 0.1485 | 8.0 | 14880 | 0.5684 |
| 0.1462 | 9.0 | 16740 | 0.5656 |
| 0.1469 | 10.0 | 18600 | 0.5630 |
| 0.1449 | 11.0 | 20460 | 0.5617 |
| 0.1469 | 12.0 | 22320 | 0.5581 |
| 0.1456 | 13.0 | 24180 | 0.5575 |
| 0.1459 | 14.0 | 26040 | 0.5547 |
| 0.1432 | 15.0 | 27900 | 0.5544 |
| 0.1429 | 16.0 | 29760 | 0.5540 |
| 0.1431 | 17.0 | 31620 | 0.5523 |
| 0.1432 | 18.0 | 33480 | 0.5512 |
| 0.1423 | 19.0 | 35340 | 0.5519 |
| 0.1429 | 20.0 | 37200 | 0.5506 |
| 0.1429 | 21.0 | 39060 | 0.5490 |
| 0.1441 | 22.0 | 40920 | 0.5477 |
| 0.1426 | 23.0 | 42780 | 0.5476 |
| 0.1436 | 24.0 | 44640 | 0.5463 |
| 0.1419 | 25.0 | 46500 | 0.5462 |
| 0.1399 | 26.0 | 48360 | 0.5449 |
| 0.1412 | 27.0 | 50220 | 0.5452 |
| 0.14 | 28.0 | 52080 | 0.5440 |
| 0.1396 | 29.0 | 53940 | 0.5440 |
| 0.1402 | 30.0 | 55800 | 0.5440 |
| 0.1404 | 31.0 | 57660 | 0.5437 |
| 0.1415 | 32.0 | 59520 | 0.5427 |
| 0.1406 | 33.0 | 61380 | 0.5420 |
| 0.1387 | 34.0 | 63240 | 0.5422 |
| 0.1392 | 35.0 | 65100 | 0.5420 |
| 0.1404 | 36.0 | 66960 | 0.5420 |
| 0.1436 | 37.0 | 68820 | 0.5411 |
| 0.1424 | 38.0 | 70680 | 0.5415 |
| 0.141 | 39.0 | 72540 | 0.5407 |
| 0.1402 | 40.0 | 74400 | 0.5403 |
| 0.1412 | 41.0 | 76260 | 0.5407 |
| 0.139 | 42.0 | 78120 | 0.5403 |
| 0.1357 | 43.0 | 79980 | 0.5401 |
| 0.1396 | 44.0 | 81840 | 0.5397 |
| 0.1398 | 45.0 | 83700 | 0.5394 |
| 0.1385 | 46.0 | 85560 | 0.5395 |
| 0.1408 | 47.0 | 87420 | 0.5396 |
| 0.1371 | 48.0 | 89280 | 0.5392 |
| 0.1418 | 49.0 | 91140 | 0.5393 |
| 0.1382 | 50.0 | 93000 | 0.5392 |
Framework versions
- PEFT 0.15.1
- Transformers 4.51.3
- Pytorch 2.6.0+cu118
- Datasets 3.5.0
- Tokenizers 0.21.1
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Base model
openai-community/gpt2