| license: apache-2.0 | |
| datasets: | |
| - totally-not-an-llm/sharegpt-hyperfiltered-3k | |
| language: | |
| - en | |
| library_name: transformers | |
| pipeline_tag: text-generation | |
| <a href="https://www.buymeacoffee.com/acrastt" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a> | |
| This is [OpenLLaMA 3B V2](https://huggingface.co/openlm-research/open_llama_3b_v2) finetuned on [ShareGPT Hyperfiltered](https://huggingface.co/datasets/totally-not-an-llm/sharegpt-hyperfiltered-3k) for 1 epochs. | |
| Prompt template: | |
| ``` | |
| ### HUMAN: | |
| {prompt} | |
| ### RESPONSE: | |
| <leave a newline for the model to answer> | |
| ``` | |
| GGML quants available [here](https://huggingface.co/TheBloke/Puma-3b-GGML).</br> | |
| GPTQ quants available [here](https://huggingface.co/TheBloke/Puma-3b-GPTQ). | |
| Note: Don't expect this model to be good, I was just starting out to finetune. So don't roast me please! | |
| # [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_acrastt__Puma-3B) | |
| | Metric | Value | | |
| |-----------------------|---------------------------| | |
| | Avg. | 41.02 | | |
| | ARC (25-shot) | 41.3 | | |
| | HellaSwag (10-shot) | 71.85 | | |
| | MMLU (5-shot) | 27.51 | | |
| | TruthfulQA (0-shot) | 38.34 | | |
| | Winogrande (5-shot) | 66.38 | | |
| | GSM8K (5-shot) | 0.76 | | |