72b382df-9d1f-4921-81f2-7bdcf7f481fa
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: 0.7435
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: 0.0001013
- 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=adam_beta1=0.9,adam_beta2=0.95,adam_epsilon=1e-5
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- training_steps: 200
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.1281 | 0.0001 | 1 | 1.3296 |
| 6.7795 | 0.0068 | 50 | 0.9322 |
| 5.4121 | 0.0137 | 100 | 0.7804 |
| 4.3103 | 0.0205 | 150 | 0.7519 |
| 4.9485 | 0.0273 | 200 | 0.7435 |
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 lesso/72b382df-9d1f-4921-81f2-7bdcf7f481fa
Base model
unsloth/mistral-7b-instruct-v0.2