base_model, language, library_name, license, license_link, license_name, quantized_by, tags

base_model	language	library_name	license	license_link	license_name	quantized_by	tags
Tower-Babel/Babel-9B-Chat	en zh hi es fr ar bn ru pt id ur de ja sw ta tr ko vi jv it ha th fa tl my	transformers	other	https://huggingface.co/SeaLLMs/SeaLLM-13B-Chat/blob/main/LICENSE	seallm	mradermacher	multilingual babel

About

static quants of https://huggingface.co/Tower-Babel/Babel-9B-Chat

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

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	3.6
GGUF	Q3_K_S	4.2
GGUF	Q3_K_M	4.6	lower quality
GGUF	Q3_K_L	4.9
GGUF	Q4_K_S	5.4	fast, recommended
GGUF	Q4_K_M	5.6	fast, recommended
GGUF	Q5_K_S	6.4
GGUF	Q6_K	7.5	very good quality
GGUF	Q8_0	9.7	fast, best quality

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. 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.