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speedstarrr/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-Q8_0-GGUF

speedstarrr Llama 8B GGUF second-order 131K 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
4K
294 last 30d - cooling
Likes
2
Model age
9mo ago
created 2026-01-11

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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Jan 14 → Oct 11 · 78 snapshots · spans 270 days

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Metadata

License
apache-2.0
Languages
en fr de es it pt zh ja ru ko
Tags
transformers gguf thinking reasoning instruct heretic uncensored abliterated Claude4.5-Opus creative creative writing fiction writing

Related

Total size
7.95 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-01-11 13:21

Files by quantization

Auxiliary files 3 files 7.95 GB
llama3.3-8b-instruct-thinking-heretic-uncensored-claude-4.5-opus-high-reasoning-q8_0.gguf 7.95 GB 0e265251 download
README.md 3.11 KB fc5fec73 download
.gitattributes 1.61 KB 91448bd6 download

README current version from Hugging Face


license: apache-2.0
datasets:

  • TeichAI/claude-4.5-opus-high-reasoning-250x
    base_model: DavidAU/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning
    language:
  • en
  • fr
  • de
  • es
  • it
  • pt
  • zh
  • ja
  • ru
  • ko
    tags:
  • thinking
  • reasoning
  • instruct
  • heretic
  • uncensored
  • abliterated
  • Claude4.5-Opus
  • creative
  • creative writing
  • fiction writing
  • plot generation
  • sub-plot generation
  • story generation
  • scene continue
  • storytelling
  • fiction story
  • science fiction
  • romance
  • all genres
  • story
  • writing
  • vivid prosing
  • vivid writing
  • fiction
  • roleplaying
  • bfloat16
  • role play
  • 128k context
  • llama3.3
  • llama-3
  • llama-3.3
  • unsloth
  • finetune
  • llama-cpp
  • gguf-my-repo
    pipeline_tag: text-generation
    library_name: transformers

speedstarrr/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-Q8_0-GGUF

This model was converted to GGUF format from DavidAU/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning 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 speedstarrr/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-Q8_0-GGUF --hf-file llama3.3-8b-instruct-thinking-heretic-uncensored-claude-4.5-opus-high-reasoning-q8_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo speedstarrr/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-Q8_0-GGUF --hf-file llama3.3-8b-instruct-thinking-heretic-uncensored-claude-4.5-opus-high-reasoning-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 speedstarrr/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-Q8_0-GGUF --hf-file llama3.3-8b-instruct-thinking-heretic-uncensored-claude-4.5-opus-high-reasoning-q8_0.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo speedstarrr/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-Q8_0-GGUF --hf-file llama3.3-8b-instruct-thinking-heretic-uncensored-claude-4.5-opus-high-reasoning-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. 2026-01-11Upload README.md with huggingface_hubcfbdc633.1 KB
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