38c88bf4-1f15-4592-9cdc-1812b6bac750
This model is a fine-tuned version of unsloth/mistral-7b-v0.2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8801
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: 0.000218
- train_batch_size: 4
- eval_batch_size: 4
- seed: 180
- 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 | 0.0003 | 1 | 1.2356 |
1.7676 | 0.0170 | 50 | 1.3315 |
2.038 | 0.0340 | 100 | 1.3416 |
2.1189 | 0.0509 | 150 | 1.2876 |
2.0418 | 0.0679 | 200 | 1.2790 |
1.6557 | 0.0849 | 250 | 1.1317 |
1.7467 | 0.1019 | 300 | 1.0866 |
1.6481 | 0.1188 | 350 | 0.9911 |
1.5411 | 0.1358 | 400 | 0.9162 |
1.5509 | 0.1528 | 450 | 0.8833 |
1.6005 | 0.1698 | 500 | 0.8801 |
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 lesso18/38c88bf4-1f15-4592-9cdc-1812b6bac750
Base model
unsloth/mistral-7b-v0.2