36caf11f-83e3-47b7-a969-c2fb2725b96c
This model is a fine-tuned version of EleutherAI/pythia-70m-deduped on the None dataset. It achieves the following results on the evaluation set:
- Loss: 9.4595
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: 0.000213
- train_batch_size: 4
- eval_batch_size: 4
- seed: 130
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.0004 | 1 | 7.3728 |
| 22.9467 | 0.0213 | 50 | 7.2422 |
| 28.4959 | 0.0425 | 100 | 26.5974 |
| 20.5872 | 0.0638 | 150 | 10.4481 |
| 18.0165 | 0.0851 | 200 | 9.4595 |
Framework versions
- PEFT 0.13.2
- Transformers 4.46.0
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1
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Model tree for lesso13/36caf11f-83e3-47b7-a969-c2fb2725b96c
Base model
EleutherAI/pythia-70m-deduped