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ge525/Qwen3.8-9B-Distill-uncensored-heretic-Q4_K_M-GGUF

ge525 Qwen 9B GGUF second-order 262K ctx
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Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · lifetime
21K
18K last 30d - active
Likes
29
Model age
7w ago
created 2026-08-20
Downloads over time
Now30.3K→from938↑3,133%
011.1K22.2K33.3K938 on Aug 1930.3K on Oct 11AugSepOct
Aug 19 → Oct 11 · 48 snapshots · spans 53 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
Languages
en
Tags
transformers gguf empero-ai qwen3.5 qwen3.8 distillation reasoning function-calling sft llama-cpp text-generation en

Related

Total size
5.24 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-23 16:03

Files by quantization

Auxiliary files 3 files 5.24 GB
qwen3.8-9b-distill-uncensored-heretic-q4_k_m.gguf 5.24 GB 100be633 download
README.md 2.11 KB af714d14 download
.gitattributes 1.57 KB 58c5a053 download

README current version from Hugging Face


license: apache-2.0
base_model: petruhonk/Qwen3.8-9B-Distill-uncensored-heretic
language:

  • en
    library_name: transformers
    pipeline_tag: text-generation
    tags:
  • empero-ai
  • qwen3.5
  • qwen3.8
  • distillation
  • reasoning
  • function-calling
  • sft
  • llama-cpp
  • gguf-my-repo

ge525/Qwen3.8-9B-Distill-uncensored-heretic-Q4_K_M-GGUF

This model was converted to GGUF format from petruhonk/Qwen3.8-9B-Distill-uncensored-heretic 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 ge525/Qwen3.8-9B-Distill-uncensored-heretic-Q4_K_M-GGUF --hf-file qwen3.8-9b-distill-uncensored-heretic-q4_k_m.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo ge525/Qwen3.8-9B-Distill-uncensored-heretic-Q4_K_M-GGUF --hf-file qwen3.8-9b-distill-uncensored-heretic-q4_k_m.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 ge525/Qwen3.8-9B-Distill-uncensored-heretic-Q4_K_M-GGUF --hf-file qwen3.8-9b-distill-uncensored-heretic-q4_k_m.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo ge525/Qwen3.8-9B-Distill-uncensored-heretic-Q4_K_M-GGUF --hf-file qwen3.8-9b-distill-uncensored-heretic-q4_k_m.gguf -c 2048

README history 4 versions

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

  1. 2026-08-23Update README.md72aaa202.1 KB
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  2. 2026-08-23Update README.md7308f0c2 KB
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  3. 2026-08-23Update README.md2d6882e2.1 KB
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  4. 2026-08-20Upload README.md with huggingface_hubddaeda32.1 KB
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Discussions 1 thread

  1. 2026-08-23error when i start chatopen2 💬#1
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