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gagnexto/Huihui-ThinkingCap-Qwen3.6-27B-abliterated-Q4_0-GGUF

gagnexto Qwen 27B GGUF second-order 262K ctx
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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
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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
321
31 last 30d - cooling
Likes
0
Model age
2mo ago
created 2026-08-09
Downloads over time
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012024036013 on Aug 5328 on Oct 11328 on Oct 8AugSepOct
Aug 5 → Oct 11 · 50 snapshots · spans 67 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
transformers gguf qwen3_6 token-efficient efficient-thinking abliterated uncensored huihui llama-cpp gguf-my-repo base_model:huihui-ai/Huihui-ThinkingCap-Qwen3.6-27B-abliterated base_model:finetune:huihui-ai/Huihui-ThinkingCap-Qwen3.6-27B-abliterated

Related

Total size
14.6 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-09 23:02

Files by quantization

Auxiliary files 3 files 14.6 GB
huihui-thinkingcap-qwen3.6-27b-abliterated-q4_0.gguf 14.6 GB 0a4dc523 download
README.md 2.16 KB c85474a1 download
.gitattributes 1.57 KB 6654d3a2 download

README current version from Hugging Face


license: apache-2.0
base_model_relation: finetune
library_name: transformers
base_model: huihui-ai/Huihui-ThinkingCap-Qwen3.6-27B-abliterated
tags:

  • qwen3_6
  • token-efficient
  • efficient-thinking
  • abliterated
  • uncensored
  • huihui
  • llama-cpp
  • gguf-my-repo

gagnexto/Huihui-ThinkingCap-Qwen3.6-27B-abliterated-Q4_0-GGUF

This model was converted to GGUF format from huihui-ai/Huihui-ThinkingCap-Qwen3.6-27B-abliterated using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo gagnexto/Huihui-ThinkingCap-Qwen3.6-27B-abliterated-Q4_0-GGUF --hf-file huihui-thinkingcap-qwen3.6-27b-abliterated-q4_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo gagnexto/Huihui-ThinkingCap-Qwen3.6-27B-abliterated-Q4_0-GGUF --hf-file huihui-thinkingcap-qwen3.6-27b-abliterated-q4_0.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo gagnexto/Huihui-ThinkingCap-Qwen3.6-27B-abliterated-Q4_0-GGUF --hf-file huihui-thinkingcap-qwen3.6-27b-abliterated-q4_0.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo gagnexto/Huihui-ThinkingCap-Qwen3.6-27B-abliterated-Q4_0-GGUF --hf-file huihui-thinkingcap-qwen3.6-27b-abliterated-q4_0.gguf -c 2048

README history 1 version

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

  1. 2026-08-09Upload README.md with huggingface_hub77ce17b2.2 KB
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