| base_model: defog/llama-3-sqlcoder-8b | |
| library_name: peft | |
| license: cc-by-sa-4.0 | |
| tags: | |
| - trl | |
| - orpo | |
| - generated_from_trainer | |
| model-index: | |
| - name: llama3-lora-aligned-orpo-beta-0.2 | |
| 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. --> | |
| [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/sert121/huggingface/runs/3jm3ojo8) | |
| # llama3-lora-aligned-orpo-beta-0.2 | |
| This model is a fine-tuned version of [defog/llama-3-sqlcoder-8b](https://huggingface.co/defog/llama-3-sqlcoder-8b) on an unknown dataset. | |
| ## 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: 8e-05 | |
| - train_batch_size: 4 | |
| - eval_batch_size: 8 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - lr_scheduler_warmup_steps: 150 | |
| - training_steps: 1000 | |
| ### Training results | |
| ### Framework versions | |
| - PEFT 0.11.1 | |
| - Transformers 4.42.1 | |
| - Pytorch 2.3.1+cu118 | |
| - Datasets 2.20.0 | |
| - Tokenizers 0.19.1 |