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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1
Flora
Quants available here:
https://huggingface.co/bartowski/Flora_7B-GGUF
https://huggingface.co/bartowski/Flora_7B-exl2
https://huggingface.co/solidrust/Flora-7B-AWQ
Configuration
The following YAML configuration was used to produce this model:
merge_method: linear
models:
- model: jeiku/FloraBase+jeiku/Synthetic_Soul_1k_Mistral_128
parameters:
weight: 1
dtype: float16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 74.26 |
| AI2 Reasoning Challenge (25-Shot) | 72.10 |
| HellaSwag (10-Shot) | 88.31 |
| MMLU (5-Shot) | 64.16 |
| TruthfulQA (0-shot) | 71.19 |
| Winogrande (5-shot) | 84.45 |
| GSM8k (5-shot) | 65.35 |
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Finetuned from
Dataset used to train ResplendentAI/Flora_7B
Collection including ResplendentAI/Flora_7B
Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard72.100
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard88.310
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard64.160
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard71.190
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard84.450
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard65.350