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---
license: apache-2.0
tags:
- mistral
- conversational
- text-generation-inference
base_model: intervitens/mini-magnum-12b-v1.1
library_name: transformers
---
> [!WARNING]
> **Sampling:**<br>
> Mistral-Nemo-12B is very sensitive to the temperature sampler, try values near **0.3** at first or else you will get some weird results. This is mentioned by MistralAI at their [Transformers](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407#transformers) section.
>
**Original Model:** [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1)
**How to Use:** [llama.cpp](https://github.com/ggerganov/llama.cpp)
**Original Model License:** Apache 2.0
**Release Used:** [b3452](https://github.com/ggerganov/llama.cpp/releases/tag/b3452)
# Quants
PPL = Perplexity, lower is better<br>
Comparisons are done as QX_X Llama-3-8B against FP16 Llama-3-8B, recommended as a guideline and not as fact.
| Quant Type | Note | Size |
| ---- | ---- | ---- |
| [Q2_K](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q2_K.gguf) | +3.5199 ppl @ Llama-3-8B | 4.79 GB |
| [Q3_K_S](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q3_K_S.gguf) | +1.6321 ppl @ Llama-3-8B | 5.53 GB |
| [Q3_K_M](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q3_K_M.gguf) | +0.6569 ppl @ Llama-3-8B | 6.08 GB |
| [Q3_K_L](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q3_K_L.gguf) | +0.5562 ppl @ Llama-3-8B | 6.56 GB |
| [Q4_K_S](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q4_K_S.gguf) | +0.5562 ppl @ Llama-3-8B | 7.12 GB |
| [Q4_K_M](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q4_K_M.gguf) | +0.1754 ppl @ Llama-3-8B | 7.48 GB |
| [Q5_K_S](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q5_K_S.gguf) | +0.1049 ppl @ Llama-3-8B | 8.52 GB |
| [Q5_K_M](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q5_K_M.gguf) | +0.0569 ppl @ Llama-3-8B | 8.73 GB |
| [Q6_K](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q6_K.gguf) | +0.0217 ppl @ Llama-3-8B | 10.1 GB |
| [Q8_0](https://huggingface.co/starble-dev/mini-magnum-12b-v1.1-GGUF/blob/main/Mini-Magnum-12B-v1.1-Q8_0.gguf) | +0.0026 ppl @ Llama-3-8B | 13.00 GB | |