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---
base_model: inflatebot/MN-12B-Mag-Mell-R1
---
[EXL3](https://github.com/turboderp-org/exllamav3) quantization of [MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1), 4 bits per weight.
### HumanEval (argmax)
| Model | Q4 | Q6 | Q8 | FP16 |
| ---------------------------------------------------------------------------------------------------------------------- | ---- | ---- | ---- | ---- |
| [MN-12B-Mag-Mell-R1-exl3-4bpw](https://huggingface.co/isogen/MN-12B-Mag-Mell-R1-exl3-4bpw) (`mistral`) | 72.6 | 71.3 | 73.2 | 72.0 |
| [MN-12B-Mag-Mell-R1-exl3-4bpw](https://huggingface.co/isogen/MN-12B-Mag-Mell-R1-exl3-4bpw) (`chatml`) | 71.3 | 73.2 | 73.2 | 73.8 |
| [MN-12B-Mag-Mell-R1-exl3-6bpw](https://huggingface.co/isogen/MN-12B-Mag-Mell-R1-exl3-6bpw) (`mistral`) | 74.4 | 74.4 | 74.4 | 73.8 |
| [MN-12B-Mag-Mell-R1-exl3-6bpw](https://huggingface.co/isogen/MN-12B-Mag-Mell-R1-exl3-6bpw) (`chatml`) | 76.8 | 72.0 | 72.0 | 71.3 |
| [Mistral-Nemo-Instruct-2407-exl3-4bpw](https://huggingface.co/isogen/Mistral-Nemo-Instruct-2407-exl3-4bpw) (`mistral`) | 74.4 | 72.6 | 73.2 | 72.0 |
| [Mistral-Nemo-Instruct-2407-exl3-4bpw](https://huggingface.co/isogen/Mistral-Nemo-Instruct-2407-exl3-4bpw) (`chatml`) | 70.1 | 72.0 | 71.3 | 72.6 |
| [Mistral-Nemo-Instruct-2407-exl3-6bpw](https://huggingface.co/isogen/Mistral-Nemo-Instruct-2407-exl3-6bpw) (`mistral`) | 70.7 | 69.5 | 69.5 | 68.9 |
| [Mistral-Nemo-Instruct-2407-exl3-6bpw](https://huggingface.co/isogen/Mistral-Nemo-Instruct-2407-exl3-6bpw) (`chatml`) | 68.3 | 70.1 | 69.5 | 68.9 |
| [Muse-12B-exl3-6bpw](https://huggingface.co/lucyknada/LatitudeGames_Muse-12B-exl3) (`mistral`) | 54.9 | 54.3 | 54.9 | 52.4 |
| [Muse-12B-exl3-6bpw](https://huggingface.co/lucyknada/LatitudeGames_Muse-12B-exl3) (`chatml`) | 54.9 | 55.5 | 54.3 | 54.9 |
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