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mradermacher/docscopeOCR-7B-050425-exp-i1-GGUF

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
0likes1.1kdownloads
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About

<!-- ### quantizeversion: 2 --> <!-- ### outputtensorquantised: 1 --> <!-- ### converttype: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> weighted/imatrix quants of https://huggingface.co/prithivMLmods/docscopeOCR-7B-050425-exp

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*For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#docscopeOCR-7B-050425-exp-i1-GGUF).*

static quants are available at https://huggingface.co/mradermacher/docscopeOCR-7B-050425-exp-GGUF

This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/docscopeOCR-7B-050425-exp-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-IQ1_S2.0for the desperate
GGUFi1-IQ1_M2.1mostly desperate
GGUFi1-IQ2_XXS2.4
GGUFi1-IQ2_XS2.6
GGUFi1-IQ2_S2.7
GGUFi1-IQ2_M2.9
GGUFi1-Q2KS2.9very low quality
GGUFi1-Q2_K3.1IQ3_XXS probably better
GGUFi1-IQ3_XXS3.2lower quality
GGUFi1-IQ3_XS3.4
GGUFi1-Q3KS3.6IQ3_XS probably better
GGUFi1-IQ3_S3.6beats Q3_K*
GGUFi1-IQ3_M3.7
GGUFi1-Q3KM3.9IQ3_S probably better
GGUFi1-Q3KL4.2IQ3_M probably better
GGUFi1-IQ4_XS4.3
GGUFi1-IQ4_NL4.5prefer IQ4_XS
GGUFi1-Q4_04.5fast, low quality
GGUFi1-Q4KS4.6optimal size/speed/quality
GGUFi1-Q4KM4.8fast, recommended
GGUFi1-Q4_15.0
GGUFi1-Q5KS5.4
GGUFi1-Q5KM5.5
GGUFi1-Q6_K6.4practically 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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