| license: llama2 | |
| library_name: peft | |
| tags: | |
| - trl | |
| - sft | |
| - generated_from_trainer | |
| base_model: swap-uniba/LLaMAntino-2-7b-hf-ITA | |
| model-index: | |
| - name: results | |
| 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. --> | |
| # results | |
| This model is a fine-tuned version of [swap-uniba/LLaMAntino-2-7b-hf-ITA](https://huggingface.co./swap-uniba/LLaMAntino-2-7b-hf-ITA) on the None dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 1.4095 | |
| ## 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 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: constant | |
| - lr_scheduler_warmup_ratio: 0.03 | |
| - num_epochs: 3 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | | |
| |:-------------:|:-----:|:----:|:---------------:| | |
| | 1.6551 | 1.0 | 90 | 1.4257 | | |
| | 1.1957 | 2.0 | 180 | 1.3750 | | |
| | 0.8459 | 3.0 | 270 | 1.4095 | | |
| ### Framework versions | |
| - PEFT 0.8.2 | |
| - Transformers 4.38.0.dev0 | |
| - Pytorch 2.0.1+cu117 | |
| - Datasets 2.16.1 | |
| - Tokenizers 0.15.2 |