mradermacher/Mistral-Nemo-Instruct-2407-12B-Thinking-HI-Claude-Opus-High-Reasoning-i1-GGUF

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base_model: DavidAU/Mistral-Nemo-Instruct-2407-12B-Thinking-HI-Claude-Opus-High-Reasoning datasets:

• TeichAI/claude-4.5-opus-high-reasoning-250x

language:

• en
• fr
• de
• es
• it
• pt
• ru
• zh
• ja

library_name: transformers mradermacher: readme_rev: 1 quantized_by: mradermacher tags:

• finetune
• creative
• creative writing
• fiction writing
• plot generation
• sub-plot generation
• fiction writing
• story generation
• scene continue
• storytelling
• fiction story
• science fiction
• romance
• all genres
• story
• writing
• vivid prose
• vivid writing
• fiction
• roleplaying
• bfloat16
• swearing
• rp
• mistral nemo
• nemo
• horror
• unsloth
• context 128k-256k

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About

weighted/imatrix quants of https://huggingface.co/DavidAU/Mistral-Nemo-Instruct-2407-12B-Thinking-HI-Claude-Opus-High-Reasoning

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

static quants are available at https://huggingface.co/mradermacher/Mistral-Nemo-Instruct-2407-12B-Thinking-HI-Claude-Opus-High-Reasoning-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	imatrix	0.1	imatrix file (for creating your own quants)
GGUF	i1-IQ1_S	3.1	for the desperate
GGUF	i1-IQ1_M	3.3	mostly desperate
GGUF	i1-IQ2_XXS	3.7
GGUF	i1-IQ2_XS	4.0
GGUF	i1-IQ2_S	4.2
GGUF	i1-IQ2_M	4.5
GGUF	i1-Q2K_S	4.6	very low quality
GGUF	i1-Q2K	4.9	IQ3XXS probably better
GGUF	i1-IQ3_XXS	5.0	lower quality
GGUF	i1-IQ3_XS	5.4
GGUF	i1-Q3KS	5.6	IQ3XS probably better
GGUF	i1-IQ3S	5.7	beats Q3K*
GGUF	i1-IQ3_M	5.8
GGUF	i1-Q3KM	6.2	IQ3S probably better
GGUF	i1-Q3KL	6.7	IQ3M probably better
GGUF	i1-IQ4_XS	6.8
GGUF	i1-Q4_0	7.2	fast, low quality
GGUF	i1-IQ4NL	7.2	prefer IQ4XS
GGUF	i1-Q4K_S	7.2	optimal size/speed/quality
GGUF	i1-Q4K_M	7.6	fast, recommended
GGUF	i1-Q4_1	7.9
GGUF	i1-Q5K_S	8.6
GGUF	i1-Q5K_M	8.8
GGUF	i1-Q6K	10.2	practically like static Q6K

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.