← back to catalog · registered 2026-08-22 13:56

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

coderavi Llama 8.0B second-order
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/coderavi%2FLlama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-8Bit"
Response includes
  • classification m3
  • files 11
  • hub_downloads_all_time 22,378
  • author_summary 1 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
22K
2K last 30d - cooling
Likes
13
Model age
8mo ago
created 2026-02-01

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
Now23.2K→from480↑4,725%
08.5K17K25.4K480 on Feb 423.2K on Oct 11FebAprJunAugOct
Feb 4 → Oct 11 · 78 snapshots · spans 249 days

Genealogy 0 direct forks

Full fork graph →

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 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
7.95 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-02-01 15:36

Files by quantization

Auxiliary files 11 files 7.96 GB
model-00001-of-00002.safetensors 4.99 GB 7d80d7ba download
model-00002-of-00002.safetensors 2.95 GB 5287ded2 download
tokenizer.json 16.4 MB 8fc5ed64 download
model.safetensors.index.json 62.1 KB 48be6ad6 download
tokenizer_config.json 49.5 KB 6e9b7ecb download
chat_template.jinja 4.50 KB 04864484 download
README.md 1.89 KB cc1da3f6 download
.gitattributes 1.53 KB 52373fe2 download
config.json 1.13 KB bd050923 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

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

The Model coderavi/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-8Bit 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("coderavi/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-mlx-8Bit")

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. 2026-02-01Upload README.md with huggingface_hub3d69c5c1.9 KB
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration