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metadata
datasets:
  - openbmb/UltraInteract_sft
  - stingning/ultrachat
  - openchat/openchat_sharegpt4_dataset
  - Open-Orca/OpenOrca
exported_from: jukofyork/Eurus-70b-sft-fixed
language:
  - en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
tags:
  - reasoning

About

weighted/imatrix quants of https://huggingface.co/jukofyork/Eurus-70b-sft-fixed

static quants are available at https://huggingface.co/mradermacher/Eurus-70b-sft-fixed-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 i1-Q2_K 25.6 IQ3_XXS probably better
GGUF i1-Q4_K_S 39.3 optimal size/speed/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

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.