e3ecfeba-a819-42fb-a195-5c4244c33f11
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: 1.2344
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: 402
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
No log | 0.0025 | 1 | 2.2300 |
2.548 | 0.1245 | 50 | 1.6477 |
2.3249 | 0.2491 | 100 | 1.6196 |
2.2953 | 0.3736 | 150 | 1.6227 |
2.0889 | 0.4981 | 200 | 1.5679 |
2.1382 | 0.6227 | 250 | 1.4211 |
1.9786 | 0.7472 | 300 | 1.3878 |
2.1348 | 0.8717 | 350 | 1.2324 |
1.9157 | 0.9963 | 400 | 1.2344 |
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 lesso14/e3ecfeba-a819-42fb-a195-5c4244c33f11
Base model
unsloth/mistral-7b-instruct-v0.2