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huihui-ai/Llama-3.2-11B-Vision-Instruct-abliterated

huihui-ai Llama 11B multimodal
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Response includes
  • classification m3
  • files 17
  • author_summary 183 models
  • readme_text full
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What "m3" means · taxonomy
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Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

No other method signals detected in this model.
Confidence
HIGH
Why this label 3 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=huihui-ai (specializes in M3 layer-wise ablation)
  • is_gguf=0 (base model, not repackage)
  • 'abliterated' in name/tags
How we label → About M3 →
Refusal direction extracted via
Extraction technique

huihui-ai layer-band extraction

Fromhuihui-ai (2026) ↗
Confidence
HIGH
Why we say so
producer=huihui-ai (documented layer-band methodology in model cards)
What is a refusal direction? → Read the paper ↗
Downloads · 30-day
4K
↑ 19,764% in 90 days
Likes
34
Descendants
1
in 1 direct fork
Model age
24mo ago
created 2024-10-19
Downloads over time
Now85K→from428↑19,764%
031.2K62.3K93.5K428 on Oct 16, 202485K on Aug 19Oct '24Jan '25Apr '25Jul '25Oct '25JanAprJul
Oct 16, 2024 → Aug 19 · 103 snapshots · spans 672 days

Genealogy 1 direct fork

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

meta-llama/Llama-3.2-11B-Vision-Instruct this lineage
huihui-ai/Llama-3.2-11B-Vision-Instruct-abliterated↓ 3,989 1 fork
createveai/Llama-3.2-11B-Vision-Instruct-abliterated-4bit↓ 45

Metadata

License
llama3.2
Languages
en de fr it pt hi es th
Tags
transformers safetensors mllama image-text-to-text facebook meta pytorch llama llama-3 abliterated uncensored conversational

Related

Other by huihui-ai
Huihui-Qwen3.8-27B-abliterated-GGUF 2.2M Huihui-DeepSeek-V4-Flash-0731-abliterated-GGUF 351K Huihui-Qwen3.8-Flash-Next-abliterated-GGUF 331K Qwen2.5-VL-7B-Instruct-abliterated 301K Huihui-DeepSeek-V4-Flash-abliterated-ds4-GGUF 164K
Same base model
mlx-community/Llama-3.2-11B-Vision-Instruct-abliterated 2K mlx-community/Llama-3.2-11B-Vision-Instruct-abliterated-4-bit 254 fairy322/Llama-3.2-11B-Vision-Instruct-abliterated-8-bit 253 mlx-community/Llama-3.2-11B-Vision-Instruct-abliterated-8-bit 160
Total size
19.9 GB
Files
17
Quantizations
1
Registered
2026-08-22 13:56
Source huggingface.co/huihui-ai/Llama-3.2-11B-Vision-Instruct-abliterated ↗ Base model meta-llama/Llama-3.2-11B-Vision-Instruct ↗

Files by quantization

Auxiliary files 17 files 19.9 GB
model-00004-of-00005.safetensors 4.66 GB 0c03815e download
model-00001-of-00005.safetensors 4.65 GB 124fdd1e download
model-00002-of-00005.safetensors 4.63 GB 34e319b9 download
model-00003-of-00005.safetensors 4.58 GB 2a6f94ce download
model-00005-of-00005.safetensors 1.37 GB 69cf0065 download
tokenizer.json 8.66 MB b713a121 download
model.safetensors.index.json 87.3 KB adfa5e5f download
tokenizer_config.json 54.5 KB 05cfc6fe download
LICENSE.txt 7.53 KB 085b47c1 download
USE_POLICY.md 5.88 KB ac3c5f21 download
config.json 4.95 KB ba1581e5 download
.gitattributes 1.48 KB a6344aac download
README.md 812 B 1509395d download
chat_template.json 558 B cace9a6f download
special_tokens_map.json 454 B 3c1d0491 download
preprocessor_config.json 437 B a23e6e54 download
generation_config.json 215 B 4005a93f download

README current version from Hugging Face

language:

  • en
  • de
  • fr
  • it
  • pt
  • hi
  • es
  • th
    library_name: transformers
    license: llama3.2
    pipeline_tag: image-text-to-text
    base_model: meta-llama/Llama-3.2-11B-Vision-Instruct
    tags:
  • facebook
  • meta
  • pytorch
  • llama
  • llama-3
  • abliterated
  • uncensored

huihui-ai/Llama-3.2-11B-Vision-Instruct-abliterated

This is an uncensored version of meta-llama/Llama-3.2-11B-Vision-Instruct created with abliteration (see remove-refusals-with-transformers to know more about it).
This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens.

It was only the text part that was processed, not the image part.

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