| --- |
| base_model: TheBloke/Mistral-7B-Instruct-v0.2-GPTQ |
| library_name: peft |
| license: apache-2.0 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: Paul_AI-ft |
| results: [] |
| --- |
| |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| should probably proofread and complete it, then remove this comment. --> |
|
|
| # Paul_AI-ft |
| |
| This model is a fine-tuned version of [TheBloke/Mistral-7B-Instruct-v0.2-GPTQ](https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.2-GPTQ) on an unknown dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 0.4433 |
| |
| ## 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: 0.0002 |
| - train_batch_size: 4 |
| - eval_batch_size: 4 |
| - seed: 42 |
| - gradient_accumulation_steps: 4 |
| - total_train_batch_size: 16 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: linear |
| - lr_scheduler_warmup_steps: 2 |
| - num_epochs: 10 |
| - mixed_precision_training: Native AMP |
| |
| ### Training results |
| |
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:------:|:----:|:---------------:| |
| | 3.4026 | 0.9655 | 7 | 2.6999 | |
| | 2.2003 | 1.9310 | 14 | 1.6326 | |
| | 1.2189 | 2.8966 | 21 | 0.8858 | |
| | 0.6073 | 4.0 | 29 | 0.5774 | |
| | 0.5123 | 4.9655 | 36 | 0.5030 | |
| | 0.4497 | 5.9310 | 43 | 0.4705 | |
| | 0.4181 | 6.8966 | 50 | 0.4567 | |
| | 0.3456 | 8.0 | 58 | 0.4467 | |
| | 0.3803 | 8.9655 | 65 | 0.4441 | |
| | 0.343 | 9.6552 | 70 | 0.4433 | |
| |
| |
| ### Framework versions |
| |
| - PEFT 0.13.2 |
| - Transformers 4.44.2 |
| - Pytorch 2.4.1+cu121 |
| - Datasets 3.0.1 |
| - Tokenizers 0.19.1 |
