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mradermacher/Huihui-gpt-oss-120b-mxfp4-abliterated-GGUF

mradermacher Gpt-oss 120B second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m1
  • files 28
  • author_summary 3324 models
  • readme_text full
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · 30-day
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Likes
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Model age
13mo ago
created 2025-09-15
Downloads over time
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00110 on Sep 17, 20250 on Oct 11Sep '25Nov '25JanMarMayJulSep
Sep 17, 2025 → Oct 11 · 95 snapshots · spans 389 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Variants by this author 2 formats · 137 downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
apache-2.0
Languages
en
Tags
transformers vllm unsloth abliterated uncensored en license:apache-2.0 endpoints_compatible region:us

Related

Total size
0 B
Files
28
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-09-15 22:36

Files by quantization

Auxiliary files 28 files 937 GB
Huihui-gpt-oss-120b-mxfp4-abliterated.Q5_K_M.gguf.part1of2 44.0 GB 22772f46 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q5_K_M.gguf.part2of2 43.5 GB 81bf9779 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q4_K_M.gguf.part1of2 41.0 GB efe297b6 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q5_K_S.gguf.part1of2 41.0 GB bdabfeba download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q5_K_S.gguf.part2of2 40.9 GB 5e6daaf5 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q4_K_M.gguf.part2of2 40.8 GB 2ff9c318 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q6_K.gguf.part1of3 39.0 GB 048c4ba4 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q6_K.gguf.part2of3 39.0 GB a6efc95d download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q8_0.gguf.part1of3 39.0 GB 36b26340 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q8_0.gguf.part2of3 39.0 GB 3065d9ce download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q4_K_S.gguf.part1of2 38.0 GB 10b65070 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q8_0.gguf.part3of3 37.8 GB 1caa125b download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q6_K.gguf.part3of3 37.7 GB f58c0756 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q4_K_S.gguf.part2of2 37.4 GB 1aa43757 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q3_K_L.gguf.part1of2 35.0 GB 8d4810b3 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q3_K_M.gguf.part1of2 34.0 GB 81dce73d download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q3_K_L.gguf.part2of2 33.4 GB 5fe150e8 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q3_K_M.gguf.part2of2 32.2 GB bc134aa4 download
Huihui-gpt-oss-120b-mxfp4-abliterated.IQ4_XS.gguf.part1of2 32.0 GB 15eb27ad download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q2_K.gguf.part1of2 31.0 GB 54b08a66 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q3_K_S.gguf.part1of2 31.0 GB 03bcac0c download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q2_K.gguf.part2of2 30.6 GB 176f28d1 download
Huihui-gpt-oss-120b-mxfp4-abliterated.Q3_K_S.gguf.part2of2 30.6 GB 71457af3 download
Huihui-gpt-oss-120b-mxfp4-abliterated.IQ4_XS.gguf.part2of2 30.4 GB 59abd332 download
Huihui-gpt-oss-120b-mxfp4-abliterated.MXFP4_MOE.gguf.part1of2 30.0 GB dd31fb1a download
Huihui-gpt-oss-120b-mxfp4-abliterated.MXFP4_MOE.gguf.part2of2 29.0 GB d249c936 download
README.md 6.06 KB ab3cd399 download
.gitattributes 3.89 KB 21bc8b76 download

README current version from Hugging Face


base_model: huihui-ai/Huihui-gpt-oss-120b-mxfp4-abliterated
language:

  • en
    library_name: transformers
    license: apache-2.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • vllm
  • unsloth
  • abliterated
  • uncensored

About

static quants of https://huggingface.co/huihui-ai/Huihui-gpt-oss-120b-mxfp4-abliterated

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

weighted/imatrix quants are available at https://huggingface.co/mradermacher/Huihui-gpt-oss-120b-mxfp4-abliterated-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
PART 1 PART 2 Q3_K_S 66.2
PART 1 PART 2 Q2_K 66.3
PART 1 PART 2 IQ4_XS 67.1
PART 1 PART 2 Q3_K_M 71.2 lower quality
PART 1 PART 2 Q3_K_L 73.5
PART 1 PART 2 Q4_K_S 81.0 fast, recommended
PART 1 PART 2 Q4_K_M 88.0 fast, recommended
PART 1 PART 2 Q5_K_S 88.1
PART 1 PART 2 Q5_K_M 94.0
PART 1 PART 2 PART 3 Q6_K 124.3 very good quality
PART 1 PART 2 PART 3 Q8_0 124.4 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.

README history 3 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2025-09-15auto-patch README.md7ac93ae6.1 KB
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  2. 2025-09-15auto-patch README.md392e3115.8 KB
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  3. 2025-09-15uploaded from marcoac61353399 B
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