File size: 1,074 Bytes
28baabb 7c1f33f 28baabb |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 |
---
license: apache-2.0
datasets:
- itsliupeng/mmlu_recall
language:
- en
pipeline_tag: text-generation
---
We are utilizing the [mmlu_recall](https://huggingface.co/datasets/itsliupeng/mmlu_recall) dataset to continuously train the [Llama-2-7b-hf](https://huggingface.co/meta-llama/Llama-2-7b-hf) model, aiming to enhance performance on mmlu metrics, while ensuring that other metric performances remain unaffected.
# [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_itsliupeng__llama2_7b_mmlu)
| Metric | Value |
|-----------------------|---------------------------|
| Avg. | 46.31 |
| ARC (25-shot) | 56.14 |
| HellaSwag (10-shot) | 79.13 |
| MMLU (5-shot) | 60.04 |
| TruthfulQA (0-shot) | 40.95 |
| Winogrande (5-shot) | 74.43 |
| GSM8K (5-shot) | 7.88 |
| DROP (3-shot) | 5.59 | |