Modelpublic

mradermacher/bloomz-1b7-GGUF

sourceHugging Facebigscience-bloom-rail-1.0updated 1y agoView on Hugging Face

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Model Card

About

static quants of https://huggingface.co/bigscience/bloomz-1b7

*For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#bloomz-1b7-GGUF).*

weighted/imatrix quants are available at https://huggingface.co/mradermacher/bloomz-1b7-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	Q2_K	1.2
GGUF	Q3KS	1.3
GGUF	Q3KM	1.4	lower quality
GGUF	Q3KL	1.4
GGUF	IQ4_XS	1.5
GGUF	Q4KS	1.5	fast, recommended
GGUF	Q4KM	1.6	fast, recommended
GGUF	Q5KS	1.7
GGUF	Q5KM	1.8
GGUF	Q6_K	1.9	very good quality
GGUF	Q8_0	2.5	fast, best quality
GGUF	f16	4.6	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.