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cesarsal1nas/Huihui-Qwen3.5-35B-A3B-abliterated-Q4_K_M-GGUF

cesarsal1nas Qwen 35B GGUF MoE second-order 262K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m8
  • files 3
  • benchmarks 11 entries
  • hub_downloads_all_time 6,403
  • 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
6K
374 last 30d - cooling
Likes
2
Model age
7mo ago
created 2026-02-28
Downloads over time
Now6.6K→from0↑0%
02.4K4.8K7.3K0 on Feb 256.6K on Oct 12FebAprJunAugOct
Feb 25 → Oct 12 · 73 snapshots · spans 229 days

Benchmarks

Benchmark Score Source
Entertainment 0.6 UGI
Hazardous 1.2 UGI
Natural Intelligence 16.49 UGI
Political lean -14.4% UGI
Sensitive-Info 9.99 UGI
SocPol 1.3 UGI
UGI 31.66 UGI
Willingness (10) 7.5 UGI
W10-Adherence 8 UGI
W10-Direct 7 UGI
Writing 26.28 UGI

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
Quantizations
Q4_K
Tags
gguf abliterated uncensored conversational qwen3_5_moe llama-cpp base_model:huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated license:apache-2.0 endpoints_compatible region:us

Related

Total size
19.7 GB
Files
3
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2026-03-17 08:40

Files by quantization

Q4_K 1 file 19.7 GB
huihui-qwen3.5-35b-a3b-abliterated-Q4_K_M.gguf 19.7 GB 4ca836ae download
Auxiliary files 2 files 4.26 KB
README.md 2.69 KB 4a3346d5 download
.gitattributes 1.56 KB a650c6e1 download

README current version from Hugging Face


base_model: huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated
tags:

  • gguf
  • abliterated
  • uncensored
  • conversational
  • qwen3_5_moe
  • llama-cpp
    library_name: gguf
    license: apache-2.0

[!WARNING]
A significantly improved version of this model is available.

This repo quantizes huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated — the standard abliteration.
A newer fine-tune of the same architecture, trained in the style of Claude 4.6 Opus, has since been released and produces noticeably richer, more expressive outputs.

➡️ Recommended upgrade: Huihui-Qwen3.5-35B-A3B-Claude-4.6-Opus-abliterated-Q4_K_M-GGUF

Same architecture, same Q4_K_M quantization, same VRAM footprint — just a better fine-tune. This repo will remain available for reference.

Huihui-Qwen3.5-35B-A3B-abliterated — Q4_K_M GGUF

This is a Q4_K_M GGUF quantization of huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated.

Refer to the original model card for full details, usage warnings, and licensing information.

Details

Property Value
Source model huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated
Architecture qwen35moe (35B total params, ~3B active; 256 experts, 8 active per token)
Quantization Q4_K_M (~4.8 BPW)
File size ~21 GB
Quantized with llama.cpp

Usage with llama.cpp

llama-cli \
  --hf-repo cesarsal1nas/Huihui-Qwen3.5-35B-A3B-abliterated-Q4_K_M-GGUF \
  --hf-file huihui-qwen3.5-35b-a3b-abliterated-Q4_K_M.gguf \
  -p "Tell me about the universe"
llama-server \
  --hf-repo cesarsal1nas/Huihui-Qwen3.5-35B-A3B-abliterated-Q4_K_M-GGUF \
  --hf-file huihui-qwen3.5-35b-a3b-abliterated-Q4_K_M.gguf \
  -c 8192

Usage with Ollama

Requires Ollama with qwen35moe support. See PR #14506 for the architecture patch.

ollama run hf.co/cesarsal1nas/Huihui-Qwen3.5-35B-A3B-abliterated-Q4_K_M-GGUF

Credits

README history 4 versions

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

  1. 2026-03-17Add deprecation notice pointing to Claude 4.6 Opus fine-tune34e36e02.7 KB
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  2. 2026-02-28Upload README.md with huggingface_hubc7a0e021.9 KB
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  3. 2026-02-28Upload README.md with huggingface_hub050d5bf1.9 KB
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  4. 2026-02-28initial commit2eccbe228 B
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Discussions 1 thread

  1. 2026-03-13can't work well in ollamaopen1 💬#1
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