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mradermacher/gemma-3n-E4B-it-i1-GGUF

sourceHugging Facegemmaupdated 8mo agoView on Hugging Face
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About

<!-- ### quantizeversion: 2 --> <!-- ### outputtensorquantised: 1 --> <!-- ### converttype: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> weighted/imatrix quants of https://huggingface.co/google/gemma-3n-E4B-it

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*For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#gemma-3n-E4B-it-i1-GGUF).*

static quants are available at https://huggingface.co/mradermacher/gemma-3n-E4B-it-GGUF

This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/gemma-3n-E4B-it-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
GGUFi1-Q2_K2.9IQ3_XXS probably better
GGUFi1-IQ3_M3.4
GGUFi1-Q4KS4.2optimal 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.

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