bb2dafbc75
Model: devika-tiwari/gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_0p25_mix_0p10_43 Source: Original Platform
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gpt2_small_expandedbabyLM_100M_exp3_conj_ratio_0p25_mix_0p10_43
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.6244
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: 43
- 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 |
|---|---|---|---|
| 3.7274 | 1.0 | 4239 | 4.3651 |
| 3.3847 | 2.0 | 8478 | 3.9005 |
| 3.2537 | 3.0 | 12717 | 3.6734 |
| 3.1681 | 4.0 | 16956 | 3.6963 |
| 3.1127 | 5.0 | 21195 | 3.6244 |
| 3.0652 | 6.0 | 25434 | 3.6469 |
| 3.0247 | 7.0 | 29673 | 3.7175 |
| 2.993 | 8.0 | 33912 | 3.7084 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.11.0+cu130
- Datasets 4.1.1
- Tokenizers 0.13.3