Modelpublic

mradermacher/Magma-R1-4B-AndroidControl-GGUF

sourceHugging Facemitupdated 10mo agoView on Hugging Face

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Model Card

About

static quants of https://huggingface.co/batwBMW/Magma-R1-4B-AndroidControl

*For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Magma-R1-4B-AndroidControl-GGUF).*

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Magma-R1-4B-AndroidControl-i1-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	mmproj-Q8_0	0.9	multi-modal supplement
GGUF	Q2_K	1.4
GGUF	mmproj-f16	1.4	multi-modal supplement
GGUF	Q3KS	1.6
GGUF	Q3KM	1.7	lower quality
GGUF	Q3KL	1.8
GGUF	IQ4_XS	1.9
GGUF	Q4KS	1.9	fast, recommended
GGUF	Q4KM	2.0	fast, recommended
GGUF	Q5KS	2.3
GGUF	Q5KM	2.3
GGUF	Q6_K	2.6	very good quality
GGUF	Q8_0	3.4	fast, best quality
GGUF	f16	6.3	16 bpw, overkill

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.