base_model: DavidAU/Mistral-Devstral-2505-CODER-Brainstorm40x-44B
language:
- en
- fr
- de
- es
- pt
- it
- ja
- ko
- ru
- zh
- ar
- fa
- id
- ms
- ne
- pl
- ro
- sr
- sv
- tr
- uk
- vi
- hi
- bn
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- merge
- programming
- code generation
- code
- coding
- coder
- chat
- code
- chat
- brainstorm
- brainstorm20x
- mistral
About
weighted/imatrix quants of https://huggingface.co/DavidAU/Mistral-Devstral-2505-CODER-Brainstorm40x-44B
For a convenient overview and download list, visit our model page for this model.
static quants are available at https://huggingface.co/mradermacher/Mistral-Devstral-2505-CODER-Brainstorm40x-44B-GGUF
Usage
If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.
Provided Quants
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
| Link | Type | Size/GB | Notes |
|---|---|---|---|
| GGUF | imatrix | 0.1 | imatrix file (for creating your own qwuants) |
| GGUF | i1-IQ1_S | 9.5 | for the desperate |
| GGUF | i1-IQ1_M | 10.4 | mostly desperate |
| GGUF | i1-IQ2_XXS | 11.9 | |
| GGUF | i1-IQ2_XS | 13.2 | |
| GGUF | i1-IQ2_S | 13.6 | |
| GGUF | i1-IQ2_M | 14.8 | |
| GGUF | i1-Q2_K_S | 15.2 | very low quality |
| GGUF | i1-Q2_K | 16.3 | IQ3_XXS probably better |
| GGUF | i1-IQ3_XXS | 17.1 | lower quality |
| GGUF | i1-IQ3_XS | 18.2 | |
| GGUF | i1-Q3_K_S | 19.1 | IQ3_XS probably better |
| GGUF | i1-IQ3_S | 19.2 | beats Q3_K* |
| GGUF | i1-IQ3_M | 19.6 | |
| GGUF | i1-Q3_K_M | 21.1 | IQ3_S probably better |
| GGUF | i1-Q3_K_L | 22.9 | IQ3_M probably better |
| GGUF | i1-IQ4_XS | 23.5 | |
| GGUF | i1-Q4_0 | 24.9 | fast, low quality |
| GGUF | i1-Q4_K_S | 25.0 | optimal size/speed/quality |
| GGUF | i1-Q4_K_M | 26.5 | fast, recommended |
| GGUF | i1-Q4_1 | 27.5 | |
| GGUF | i1-Q5_K_S | 30.2 | |
| GGUF | i1-Q5_K_M | 31.0 | |
| GGUF | i1-Q6_K | 35.9 | practically like static Q6_K |
Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):
And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
FAQ / Model Request
See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.
Thanks
I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.