Just trying to quantize this model into exl. I provide measurement.json on the repo if you want to quantize it yourself
Vision/multimodal capabilities:
Quants Found Here: https://huggingface.co/Lewdiculous/KukulStanta-7B-GGUF-IQ-Imatrix
If you want to use vision functionality:
- You must use the latest versions of Koboldcpp.
To use the multimodal capabilities of this model and use vision you need to load the specified mmproj file, this can be found inside this model repo.
- You can load the mmproj by using the corresponding section in the interface:
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 70.95 |
| AI2 Reasoning Challenge (25-Shot) | 68.43 |
| HellaSwag (10-Shot) | 86.37 |
| MMLU (5-Shot) | 65.00 |
| TruthfulQA (0-shot) | 62.19 |
| Winogrande (5-shot) | 80.03 |
| GSM8k (5-shot) | 63.68 |
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Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard68.430
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard86.370
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard65.000
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard62.190
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard80.030
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard63.680