DPO Finetuned CultriX/NeuralTrix-7B-dpo using argilla/OpenHermes2.5-dpo-binarized-alpha
argilla dpo binarized pairs is a dataset built on top of: https://huggingface.co/datasets/teknium/OpenHermes-2.5 using https://github.com/argilla-io/distilabel if interested.
Thx for the great data sources.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 76.17 |
| AI2 Reasoning Challenge (25-Shot) | 72.35 |
| HellaSwag (10-Shot) | 88.89 |
| MMLU (5-Shot) | 64.09 |
| TruthfulQA (0-shot) | 79.07 |
| Winogrande (5-shot) | 84.61 |
| GSM8k (5-shot) | 68.01 |
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Dataset used to train eren23/dpo-binarized-NeuralTrix-7B
Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard72.350
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard88.890
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard64.090
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard79.070
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard84.610
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard68.010