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IQuest-Coder-V1-40B-Base-i1…/README.md
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base_model, language, library_name, license, license_link, license_name, mradermacher, quantized_by
base_model language library_name license license_link license_name mradermacher quantized_by
IQuestLab/IQuest-Coder-V1-40B-Base
en
transformers other https://huggingface.co/IQuestLab/IQuest-Coder-V1-40B-Instruct/blob/main/LICENSE iquestcoder
readme_rev
1
mradermacher

About

weighted/imatrix quants of https://huggingface.co/IQuestLab/IQuest-Coder-V1-40B-Base

For a convenient overview and download list, visit our model page for this model.

static quants are available at https://huggingface.co/mradermacher/IQuest-Coder-V1-40B-Base-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 quants)
GGUF i1-Q2_K 14.9 IQ3_XXS probably better
GGUF i1-IQ3_M 17.9
GGUF i1-Q4_K_S 22.8 optimal size/speed/quality

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

image.png

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.