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ChatWaifu_32B_reasoning-GGUF

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metadata
base_model: spow12/ChatWaifu_32B_reasoning
datasets:
  - HuggingFaceTB/smoltalk
  - microsoft/orca-agentinstruct-1M-v1
  - Gryphe/Sonnet3.5-SlimOrcaDedupCleaned
  - facebook/natural_reasoning
  - Aratako/Synthetic-Japanese-Roleplay-gpt-4o-mini-39.6k-formatted
  - Aratako/Synthetic-JP-EN-Coding-Dataset-801k
  - Aratako/Magpie-Tanuki-8B-97k
  - SkunkworksAI/reasoning-0.01
  - anthracite-org/stheno-filtered-v1.1
  - Aratako/Synthetic-JP-EN-Translation-Dataset-Magpie-Nemotron-4-20k
  - open-r1/OpenR1-Math-220k
  - Aratako/Synthetic-Japanese-Roleplay-NSFW-Claude-3.5s-15.3k-formatted
  - Nopm/Opus_WritingStruct
  - gretelai/synthetic_text_to_sql
  - kalomaze/Opus_Instruct_3k
  - PJMixers/hieunguyenminh_roleplay-deduped-ShareGPT
  - SicariusSicariiStuff/Bluemoon_Top50MB_Sorted_Fixed
  - roleplay4fun/aesir-v1.1
  - Aratako/Rosebleu-1on1-Dialogues-RP_v2
language:
  - en
  - ja
library_name: transformers
license: cc-by-nc-4.0
quantized_by: mradermacher
tags:
  - nsfw
  - Visual novel
  - roleplay
  - mergekit
  - merge

About

static quants of https://huggingface.co/spow12/ChatWaifu_32B_reasoning

weighted/imatrix quants are available at https://huggingface.co/mradermacher/ChatWaifu_32B_reasoning-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 12.4
GGUF Q3_K_S 14.5
GGUF Q3_K_M 16.0 lower quality
GGUF Q3_K_L 17.3
GGUF IQ4_XS 18.0
GGUF Q4_K_S 18.9 fast, recommended
GGUF Q4_K_M 19.9 fast, recommended
GGUF Q5_K_S 22.7
GGUF Q5_K_M 23.4
GGUF Q6_K 27.0 very good quality
GGUF Q8_0 34.9 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. 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.