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ArtomYuan/Qwen3.8-27B-abliterated-ROCmFPX

ArtomYuan Qwen 27B GGUF second-order 262K ctx
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Response includes
  • classification m8
  • files 5
  • hub_downloads_all_time 6,810
  • author_summary 4 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
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=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

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Downloads · lifetime
7K
Likes
3
Model age
6w ago
created 2026-08-26
Downloads over time
Now12K→from52↑22,952%
04.4K8.8K13.2K52 on Aug 2612K on Oct 11AugSepOct
Aug 26 → Oct 11 · 47 snapshots · spans 46 days

Genealogy 0 direct forks

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

Metadata

License
apache-2.0
Tags
gguf qwen35 abliterated uncensored rocmfp4 rocmfpx llama.cpp-rocm mtp base_model:huihui-ai/Huihui-Qwen3.8-27B-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3.8-27B-abliterated license:apache-2.0 endpoints_compatible

Related

Total size
13.6 GB
Files
5
Quantizations
2
Registered
2026-08-27 02:02
Last updated on HF
2026-10-05 19:31

Files by quantization

BF16 1 file 888 MB
mmproj-model-bf16.gguf 888 MB c9a09064 download
Auxiliary files 4 files 13.6 GB
Qwen3.8-27B-abliterated-Q4_ROCmFPX_FAST.gguf 13.6 GB 4b1ac559 download
README.md 3.65 KB 34ea4a7e download
.gitattributes 1.79 KB c5f579f0 download
sha256.txt 198 B 363b56f8 download

README current version from Hugging Face


license: apache-2.0
base_model: huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUF
tags:

  • qwen35
  • abliterated
  • uncensored
  • rocmfp4
  • halofpx
  • gguf
  • mtp
    library_name: gguf

Qwen3.8-27B-abliterated (ROCmFP4)

ROCmFP4 quantized version of huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUF (locally requantized).

  • Base model: Qwen3.8-27B (dense) abliterated (refusal behavior removed, uncensored)
  • Quantization: Q8_0 → ROCmFP4 (Q4_0_ROCMFP4_FAST, 4.26 bpw), --allow-requantize
  • MTP: ✅ model has MTP head — generation speed +~50% when enabled (measured 12-13 → 17-19 t/s)
  • Vision: text-only version (vision belongs to Ornith-abliterated — the ROCmFPX engine cannot run MTP and vision simultaneously; see halofpx docs)

⚠ Important: Format Notice

ROCmFP4 is a proprietary quantization format of the halofpx (ROCmFPX) engine — upstream llama.cpp CANNOT load this file!

Load it with halofpx (register this GGUF in the halofpx registry, then POST /api/v1/load).

Files

File Size sha256
Qwen3.8-27B-abliterated-Q4_ROCmFPX_FAST.gguf ~14 GiB see sha256.txt
mmproj-model-bf16.gguf ~889 MiB see sha256.txt

Usage

# After registering in halofpx registry (example):
curl -X POST http://127.0.0.1:8010/api/v1/load \
  -H "Authorization: Bearer ***" \
  -d '{"model_id":"qwen38-27b-abliterated","reasoning_mode":"off"}'
  • Reasoning model: reasoning_mode: off outputs directly
  • MTP enabled in run_config (mtp_enabled: true) — but MTP + vision simultaneously crashes the engine (known ROCmFPX limitation): use MTP for text-only, use Ornith for vision

Disclaimer

This is an abliterated (uncensored) version and may produce outputs that do not conform to safety policies. Use at your own risk. No warranty is provided.


Qwen3.8-27B-abliterated(ROCmFP4)

基于 huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUF 的 ROCmFP4 量化版(本地 requantize 产物)。

  • 原模型:Qwen3.8-27B(密集架构)的 abliterated 消融版(去拒绝行为,无审查)
  • 量化:Q8_0 → ROCmFP4(Q4_0_ROCMFP4_FAST,4.26 bpw),--allow-requantize
  • MTP:✅ 模型带 MTP head,开启后生成速度提升 ~50%(实测 12-13 → 17-19 t/s)
  • 视觉:纯文本版(视觉能力归 Ornith-abliterated——ROCmFPX 引擎 MTP 与视觉不可兼得,详见 halofpx 文档)

⚠ 重要:格式说明

ROCmFP4 是 halofpx(ROCmFPX)引擎专属量化格式——上游 llama.cpp 无法加载此文件!

请使用 halofpx 加载(halofpx registry 添加此 GGUF 后 POST /api/v1/load)。

文件

文件 大小 sha256
Qwen3.8-27B-abliterated-Q4_ROCmFPX_FAST.gguf ~14 GiB 见仓库 sha256.txt
mmproj-model-bf16.gguf ~889 MiB 见仓库 sha256.txt

使用

# halofpx registry 注册后(例):
curl -X POST http://127.0.0.1:8010/api/v1/load \
  -H "Authorization: Bearer ***" \
  -d '{"model_id":"qwen38-27b-abliterated","reasoning_mode":"off"}'
  • 思考模型:reasoning_mode: off 直接输出
  • MTP 开启(run_config mtp_enabled: true)——但 MTP + 视觉同时启用会导致引擎崩溃(ROCmFPX 已知限制),纯文本场景开 MTP,视觉场景用 Ornith

免责声明

本模型为 abliterated(消融去审查)版本,可能生成不符合安全政策的输出。使用者自行承担全部责任。本仓库不提供任何保证。

README history 17 versions

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

  1. 2026-10-05docs: fix MTP enable flage9aab945.5 KB
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  2. 2026-10-05EN-only README (unified template)6563ba65.4 KB
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  3. 2026-09-27Update README: fix --mmproj flag, refresh benchmarks (r5)0da7dc89.8 KB
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  4. 2026-09-25docs: 2026-09-25 batch - 7-tier file table, fresh llama-bench results, quanti...93900a09.8 KB
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  5. 2026-09-21rename gguf files to model_quant naming84173207.1 KB
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  6. 2026-09-08docs: vision is supported via bundled mmproj - give full command sample (drop...782df607 KB
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  7. 2026-09-06docs: fix MTP support (llama.cpp-rocm supports --mtp) and clarify full upstre...5106a7d6.8 KB
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  8. 2026-09-06docs: unify format notice and usage style with Ornith repo45a874c6.9 KB
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  9. 2026-09-06docs: recommend llama.cpp-rocm engine instead of halofpx01a85236.2 KB
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  10. 2026-08-27Upload README.md with huggingface_hub29fd8566.7 KB
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  11. 2026-08-27Upload README.md with huggingface_hubf4c638e6.1 KB
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  12. 2026-08-27Upload folder using huggingface_hub05376e95.8 KB
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  13. 2026-08-27Upload folder using huggingface_hub19f10de3.7 KB
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  14. 2026-08-27Upload folder using huggingface_hub889ef573.6 KB
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  15. 2026-08-27Upload README.md with huggingface_hub069d1db3.6 KB
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  16. 2026-08-26Upload README.md with huggingface_hub4a89dd93.7 KB
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  17. 2026-08-26Upload folder using huggingface_hub87cb48f2.2 KB
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Discussions 1 thread

  1. 2026-09-21Did you consider a STRIX version?open3 💬#1
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