---
license: other
license_name: mnpl
license_link: https://mistral.ai/licences/MNPL-0.1.md
model_name: Codestral-22B-v0.1
base_model: mistralai/Codestral-22B-v0.1
inference: false
model_creator: mistralai
quantized_by: Second State Inc.
tags:
- code
language:
- code
---

![](https://github.com/GaiaNet-AI/.github/assets/45785633/d6976adc-f97d-4f86-a648-0f2f5c8e7eee)

# Codestral-22B-v0.1-GGUF

## Original Model

[mistralai/Codestral-22B-v0.1](https://huggingface.co./mistralai/Codestral-22B-v0.1)

## Run with Gaianet

**Prompt template**

prompt template: `mistral-instruct`

**Context size**

chat_ctx_size: `32000`

**Run with GaiaNet**

- Quick start: https://docs.gaianet.ai/node-guide/quick-start

- Customize your node: https://docs.gaianet.ai/node-guide/customize

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [Codestral-22B-v0.1-hf-Q2_K.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q2_K.gguf)     | Q2_K   | 2 | 8.27 GB| smallest, significant quality loss - not recommended for most purposes |
| [Codestral-22B-v0.1-hf-Q3_K_L.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q3_K_L.gguf) | Q3_K_L | 3 | 11.7 GB| small, substantial quality loss |
| [Codestral-22B-v0.1-hf-Q3_K_M.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q3_K_M.gguf) | Q3_K_M | 3 | 10.8 GB| very small, high quality loss |
| [Codestral-22B-v0.1-hf-Q3_K_S.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q3_K_S.gguf) | Q3_K_S | 3 | 9.64 GB| very small, high quality loss |
| [Codestral-22B-v0.1-hf-Q4_0.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q4_0.gguf)     | Q4_0   | 4 | 12.6 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [Codestral-22B-v0.1-hf-Q4_K_M.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q4_K_M.gguf) | Q4_K_M | 4 | 13.3 GB| medium, balanced quality - recommended |
| [Codestral-22B-v0.1-hf-Q4_K_S.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q4_K_S.gguf) | Q4_K_S | 4 | 12.7 GB| small, greater quality loss |
| [Codestral-22B-v0.1-hf-Q5_0.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q5_0.gguf)     | Q5_0   | 5 | 15.3 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [Codestral-22B-v0.1-hf-Q5_K_M.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q5_K_M.gguf) | Q5_K_M | 5 | 15.7 GB| large, very low quality loss - recommended |
| [Codestral-22B-v0.1-hf-Q5_K_S.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q5_K_S.gguf) | Q5_K_S | 5 | 15.3 GB| large, low quality loss - recommended |
| [Codestral-22B-v0.1-hf-Q6_K.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q6_K.gguf)     | Q6_K   | 6 | 18.3 GB| very large, extremely low quality loss |
| [Codestral-22B-v0.1-hf-Q8_0.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-Q8_0.gguf)     | Q8_0   | 8 | 23.6 GB| very large, extremely low quality loss - not recommended |
| [Codestral-22B-v0.1-hf-f16.gguf](https://huggingface.co./gaianet/Codestral-22B-v0.1-GGUF/blob/main/Codestral-22B-v0.1-hf-f16.gguf)     | f16   | 16 | 44.5 GB|  |

*Quantized with llama.cpp b3030.*