dfc10fb5-86f6-42da-9f30-539ac4b82e9b
This model is a fine-tuned version of unsloth/mistral-7b-instruct-v0.2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.7559
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 | 0.0005 | 1 | 2.5925 |
| 3.0475 | 0.0243 | 50 | 1.6395 |
| 3.5652 | 0.0486 | 100 | 2.1434 |
| 3.6393 | 0.0729 | 150 | 1.8135 |
| 3.1059 | 0.0972 | 200 | 1.7559 |
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/dfc10fb5-86f6-42da-9f30-539ac4b82e9b
Base model
unsloth/mistral-7b-instruct-v0.2