license: apache-2.0 | |
library_name: peft | |
tags: | |
- trl | |
- dpo | |
- generated_from_trainer | |
base_model: Menouar/saqr-7b-merged | |
model-index: | |
- name: saqr-7b-beta | |
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. --> | |
# saqr-7b-beta | |
This model is a fine-tuned version of [Menouar/saqr-7b-merged](https://huggingface.co./Menouar/saqr-7b-merged) 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: 5e-07 | |
- train_batch_size: 2 | |
- eval_batch_size: 8 | |
- seed: 42 | |
- gradient_accumulation_steps: 2 | |
- total_train_batch_size: 4 | |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
- lr_scheduler_type: linear | |
- training_steps: 5000 | |
### Training results | |
### Framework versions | |
- PEFT 0.8.2 | |
- Transformers 4.38.0.dev0 | |
- Pytorch 2.1.0+cu121 | |
- Datasets 2.17.0 | |
- Tokenizers 0.15.2 | |
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard) | |
Detailed results can be found [here](https://huggingface.co./datasets/open-llm-leaderboard/details_Menouar__saqr-7b-beta) | |
| Metric |Value| | |
|---------------------------------|----:| | |
|Avg. |44.84| | |
|AI2 Reasoning Challenge (25-Shot)|47.78| | |
|HellaSwag (10-Shot) |77.61| | |
|MMLU (5-Shot) |25.80| | |
|TruthfulQA (0-shot) |39.38| | |
|Winogrande (5-shot) |70.56| | |
|GSM8k (5-shot) | 7.88| | |