Flavors of Flora
Collection
A collection of the different flavors of Flora.
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3 items
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Updated
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2
Flora DPO
Finetuned with this DPO dataset: https://huggingface.co./datasets/mlabonne/chatml_dpo_pairs
Quants available here:
https://huggingface.co./solidrust/Flora-7B-DPO-AWQ
https://huggingface.co./Test157t/ResplendentAI-Flora_DPO_7B-5bpw-exl2
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 74.26 |
| AI2 Reasoning Challenge (25-Shot) | 71.76 |
| HellaSwag (10-Shot) | 88.28 |
| MMLU (5-Shot) | 64.13 |
| TruthfulQA (0-shot) | 71.08 |
| Winogrande (5-shot) | 84.53 |
| GSM8k (5-shot) | 65.81 |
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Datasets used to train ResplendentAI/Flora_DPO_7B
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Collection including ResplendentAI/Flora_DPO_7B
Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard71.760
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard88.280
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard64.130
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard71.080
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard84.530
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard65.810