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mradermacher/Qwen3-Coder-53B-A3B-Instruct-TOTAL-RECALL-v2-MASTER-CODER-L-i1-GGUF

sourceHugging Faceapache-2.0updated 9mo agoView on Hugging Face
7likes1.6kdownloads
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About

<!-- ### quantizeversion: 2 --> <!-- ### outputtensorquantised: 1 --> <!-- ### converttype: hf --> <!-- ### vocabtype: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2K IQ3M Q4KS IQ3XXS Q3KM small-IQ4NL Q4KM IQ2M Q6K IQ4XS Q2KS IQ1M Q3KS IQ2XXS Q3KL IQ2XS Q5KS IQ2S IQ1S Q5KM Q40 IQ3XS Q41 IQ3S --> <!-- ### quantsskip: --> <!-- ### skip_mmproj: --> weighted/imatrix quants of https://huggingface.co/DavidAU/Qwen3-Coder-53B-A3B-Instruct-TOTAL-RECALL-v2-MASTER-CODER-L

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*For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-Coder-53B-A3B-Instruct-TOTAL-RECALL-v2-MASTER-CODER-L-i1-GGUF).*

static quants are available at https://huggingface.co/mradermacher/Qwen3-Coder-53B-A3B-Instruct-TOTAL-RECALL-v2-MASTER-CODER-L-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)

LinkTypeSize/GBNotes
GGUFimatrix0.3imatrix file (for creating your own quants)
GGUFi1-IQ1_S11.1for the desperate
GGUFi1-IQ1_M12.2mostly desperate
GGUFi1-IQ2_XXS14.2
GGUFi1-IQ2_XS15.7
GGUFi1-IQ2_S16.1
GGUFi1-IQ2_M17.6
GGUFi1-Q2KS18.2very low quality
GGUFi1-Q2_K19.5IQ3_XXS probably better
GGUFi1-IQ3_XXS20.6lower quality
GGUFi1-IQ3_XS21.9
GGUFi1-Q3KS23.1IQ3_XS probably better
GGUFi1-IQ3_S23.1beats Q3_K*
GGUFi1-IQ3_M23.4
GGUFi1-Q3KM25.5IQ3_S probably better
GGUFi1-Q3KL27.6IQ3_M probably better
GGUFi1-IQ4_XS28.4
GGUFi1-Q4_030.2fast, low quality
GGUFi1-Q4KS30.3optimal size/speed/quality
GGUFi1-Q4KM32.2fast, recommended
GGUFi1-Q4_133.3
GGUFi1-Q5KS36.6
GGUFi1-Q5KM37.8
GGUFi1-Q6_K43.6practically like static Q6_K

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.

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