0406201a-0039-40c8-9539-f43b383c81f3
This model is a fine-tuned version of EleutherAI/gpt-neo-125m on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1476
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: 0.000212
- 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 | 0.0004 | 1 | 2.6786 |
4.9457 | 0.0210 | 50 | 1.9975 |
3.3839 | 0.0421 | 100 | 1.5138 |
2.8604 | 0.0631 | 150 | 1.3500 |
2.6522 | 0.0842 | 200 | 1.2661 |
2.4261 | 0.1052 | 250 | 1.2207 |
2.3315 | 0.1263 | 300 | 1.1911 |
2.3792 | 0.1473 | 350 | 1.1628 |
2.336 | 0.1684 | 400 | 1.1533 |
2.3392 | 0.1894 | 450 | 1.1485 |
2.2532 | 0.2104 | 500 | 1.1476 |
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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Base model
EleutherAI/gpt-neo-125m