3ab90c26-af06-4d64-907a-48c62f527d25
This model is a fine-tuned version of fxmarty/tiny-llama-fast-tokenizer on the None dataset. It achieves the following results on the evaluation set:
- Loss: 10.2988
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: 0.000214
- 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 | 10.3799 |
10.3484 | 0.0204 | 50 | 10.3479 |
10.3315 | 0.0408 | 100 | 10.3346 |
10.3144 | 0.0612 | 150 | 10.3161 |
10.3101 | 0.0816 | 200 | 10.3086 |
10.3036 | 0.1020 | 250 | 10.3041 |
10.3032 | 0.1224 | 300 | 10.3017 |
10.3024 | 0.1429 | 350 | 10.3001 |
10.2981 | 0.1633 | 400 | 10.2992 |
10.3051 | 0.1837 | 450 | 10.2989 |
10.303 | 0.2041 | 500 | 10.2988 |
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
fxmarty/tiny-llama-fast-tokenizer