base_model, datasets, language, library_name, license, mradermacher, quantized_by, tags

base_model	datasets	language	library_name	license	mradermacher	quantized_by	tags
AIDC-AI/Marco-Mini-Instruct	allenai/Dolci-Instruct-SFT nvidia/Nemotron-Cascade-2-SFT-Data nvidia/Nemotron-RL-instruction_following nvidia/Nemotron-RL-instruction_following-structured_outputs nvidia/Nemotron-RL-ReasoningGym-v1 nvidia/Nemotron-RL-knowledge-mcqa nvidia/Nemotron-Cascade-RL-RLHF BytedTsinghua-SIA/DAPO-Math-17k Skywork/Skywork-OR1-RL-Data nvidia/Nemotron-SFT-Multilingual-v1	en zh ar de es fr ko ja pt tr id it nl pl ru vi th he uk ms bn cs ur kk el ro hu ne az	transformers	apache-2.0	readme_rev 1	mradermacher	moe mixture-of-experts multilingual upcycling on-policy distillation

About

static quants of https://huggingface.co/AIDC-AI/Marco-Mini-Instruct

For a convenient overview and download list, visit our model page for this model.

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Marco-Mini-Instruct-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	6.5
GGUF	Q3_K_S	7.6
GGUF	Q3_K_M	8.4	lower quality
GGUF	Q3_K_L	9.1
GGUF	IQ4_XS	9.4
GGUF	Q4_K_S	10.0	fast, recommended
GGUF	Q4_K_M	10.6	fast, recommended
GGUF	Q5_K_S	12.0
GGUF	Q5_K_M	12.4
GGUF	Q6_K	14.3	very good quality
GGUF	Q8_0	18.5	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.