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alexgusevski/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-6Bit

alexgusevski Llama 8.0B second-order
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     "https://abliteration.org/api/v1/models/alexgusevski%2FLlama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-6Bit"
Response includes
  • classification m3
  • files 11
  • hub_downloads_all_time 578
  • author_summary 64 models
  • readme_text full
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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
578
40 last 30d - cooling
Likes
0
Model age
9mo ago
created 2026-01-12

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.

Downloads over time
Now591→from66↑795%
4024144264466 on Jan 14591 on Oct 12JanMarMayJulSep
Jan 14 → Oct 12 · 79 snapshots · spans 271 days

Genealogy 0 direct forks

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Metadata

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

Related

Total size
6.08 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-01-12 18:57

Files by quantization

Auxiliary files 11 files 6.09 GB
model-00001-of-00002.safetensors 4.97 GB be346cf9 download
model-00002-of-00002.safetensors 1.10 GB 3d5b01ab download
tokenizer.json 16.4 MB 8fc5ed64 download
model.safetensors.index.json 62.1 KB f64ef4b3 download
tokenizer_config.json 49.5 KB 6e9b7ecb download
chat_template.jinja 4.50 KB 04864484 download
README.md 1.91 KB d3a50f66 download
.gitattributes 1.53 KB 52373fe2 download
config.json 1.13 KB ecf2619b download
special_tokens_map.json 439 B 344c8261 download
generation_config.json 225 B 1ae504b0 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
  • mlx
  • mlx-my-repo
    pipeline_tag: text-generation
    library_name: transformers

alexgusevski/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-6Bit

The Model alexgusevski/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-6Bit was converted to MLX format from DavidAU/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning using mlx-lm version 0.29.1.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("alexgusevski/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-6Bit")

prompt="hello"

if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, tokenize=False, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

README history 1 version

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

  1. 2026-01-12Upload README.md with huggingface_hub19ab1851.9 KB
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