e4ae2e01ef
Model: devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_0p50_mix_0p50_44 Source: Original Platform
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gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_0p50_mix_0p50_44
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.7068
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: 0.0001
- train_batch_size: 256
- eval_batch_size: 256
- seed: 44
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 4000
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.4398 | 1.0 | 4205 | 4.5278 |
| 3.1147 | 2.0 | 8410 | 3.8604 |
| 2.977 | 3.0 | 12615 | 3.8150 |
| 2.9028 | 4.0 | 16820 | 3.7068 |
| 2.8524 | 5.0 | 21025 | 3.7256 |
| 2.7943 | 6.0 | 25230 | 3.7306 |
| 2.7664 | 7.0 | 29435 | 3.7186 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.11.0+cu130
- Datasets 4.1.1
- Tokenizers 0.13.3