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metadata
base_model: Joseph717171/ANIMA-Phi-Neptune-Mistral-10.7B
datasets:
  - Severian/Biomimicry
  - emrgnt-cmplxty/sciphi-textbooks-are-all-you-need
  - fmars/wiki_stem
  - fblgit/tree-of-knowledge
  - Severian/Bio-Design-Process
language:
  - en
library_name: transformers
license: artistic-2.0
quantized_by: mradermacher
tags:
  - mergekit
  - merge
  - chemistry
  - biology
  - climate
  - science
  - philosophy
  - nature
  - ecology
  - biomimicry
  - fauna
  - flora

About

static quants of https://huggingface.co/Joseph717171/ANIMA-Phi-Neptune-Mistral-10.7B

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 4.1
GGUF IQ3_XS 4.5
GGUF Q3_K_S 4.8
GGUF IQ3_S 4.8 beats Q3_K*
GGUF IQ3_M 4.9
GGUF Q3_K_M 5.3 lower quality
GGUF Q3_K_L 5.8
GGUF IQ4_XS 5.9
GGUF Q4_K_S 6.2 fast, recommended
GGUF Q4_K_M 6.6 fast, recommended
GGUF Q5_K_S 7.5
GGUF Q5_K_M 7.7
GGUF Q6_K 8.9 very good quality
GGUF Q8_0 11.5 fast, best quality

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.