0f5d021e-a052-4299-81ee-2bb9522213bc
This model is a fine-tuned version of EleutherAI/pythia-14m on the None dataset. It achieves the following results on the evaluation set:
- Loss: 6.7863
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: 0.000217
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- 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 | 0.0001 | 1 | 9.0324 |
15.6705 | 0.0048 | 50 | 8.4389 |
15.5777 | 0.0097 | 100 | 7.8442 |
16.1316 | 0.0145 | 150 | 8.3373 |
19.6493 | 0.0194 | 200 | 10.1151 |
14.9912 | 0.0242 | 250 | 7.2463 |
16.2995 | 0.0291 | 300 | 8.8719 |
14.4535 | 0.0339 | 350 | 6.8123 |
14.8802 | 0.0388 | 400 | 8.5803 |
14.6041 | 0.0436 | 450 | 6.8007 |
14.6507 | 0.0485 | 500 | 6.7863 |
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 lesso17/0f5d021e-a052-4299-81ee-2bb9522213bc
Base model
EleutherAI/pythia-14m