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Tsuna57/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP-Q8_0-GGUF

Tsuna57 Qwen 27B GGUF multimodal 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
1K
55 last 30d - cooling
Likes
0
Model age
2mo ago
created 2026-08-08

Training datasets

Corpora the author lists in the model card. Datasets tracked in our /datasets catalog carry a category badge linking to the workflow stage. Others open on Hugging Face.

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Aug 5 → Oct 12 · 51 snapshots · spans 68 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Languages
en zh
Tags
gguf unsloth fine tune heretic uncensored abliterated ara MTP GGUF Quants Regular GGUF Quants qwen3.6 multi-stage tuned thinking

Related

Total size
27.1 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-08 17:29

Files by quantization

Auxiliary files 3 files 27.1 GB
qwen3.6-27b-fable-fusion-711-uncensored-heretic-nm-dau-mtp-q8_0.gguf 27.1 GB 82bc9ad9 download
README.md 2.65 KB e13a3bf2 download
.gitattributes 1.59 KB 2ab96cbc download

README current version from Hugging Face


language:

  • en
  • zh
    license: apache-2.0
    tags:
  • unsloth
  • fine tune
  • heretic
  • uncensored
  • abliterated
  • ara
  • MTP GGUF Quants
  • Regular GGUF Quants
  • qwen3.6
  • multi-stage tuned
  • thinking
  • reasoning
  • all use cases
  • coder
  • creative
  • creative writing
  • all genres
  • story
  • writing
  • fiction
  • roleplaying
  • bfloat16
  • multi-stage-tune
  • multi-state-merge
  • llama-cpp
  • gguf-my-repo
    datasets:
  • DavidAU/Polar-STRICT-Datasets
  • DavidAU/F451-STRICT-Datasets
    pipeline_tag: image-text-to-text
    base_model: DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP

Tsuna57/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP-Q8_0-GGUF

This model was converted to GGUF format from DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP 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 Tsuna57/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP-Q8_0-GGUF --hf-file qwen3.6-27b-fable-fusion-711-uncensored-heretic-nm-dau-mtp-q8_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Tsuna57/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP-Q8_0-GGUF --hf-file qwen3.6-27b-fable-fusion-711-uncensored-heretic-nm-dau-mtp-q8_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 Tsuna57/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP-Q8_0-GGUF --hf-file qwen3.6-27b-fable-fusion-711-uncensored-heretic-nm-dau-mtp-q8_0.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo Tsuna57/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP-Q8_0-GGUF --hf-file qwen3.6-27b-fable-fusion-711-uncensored-heretic-nm-dau-mtp-q8_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. 2026-08-08Upload README.md with huggingface_hubcd912fe2.6 KB
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