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mlx-community/Qwen2.5-Coder-32B-Instruct-abliterated-3bit

mlx-community Qwen 33B second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mlx-community%2FQwen2.5-Coder-32B-Instruct-abliterated-3bit"
Response includes
  • classification m1
  • files 13
  • hub_downloads_all_time 1,088
  • author_summary 207 models
  • readme_text full
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
1K
177 last 30d - stable
Likes
1
Model age
21mo ago
created 2025-01-06
Downloads over time
Now1.2K→from5↑23,060%
04248491.3K5 on Jan 1, 20251.2K on Oct 11Jan '25Apr '25Jul '25Oct '25JanAprJulOct
Jan 1, 2025 → Oct 11 · 132 snapshots · spans 648 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
Tags
transformers safetensors qwen2 text-generation code codeqwen chat qwen qwen-coder abliterated uncensored mlx

Related

Total size
13.4 GB
Files
13
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-01-06 15:12

Files by quantization

Auxiliary files 13 files 13.4 GB
model-00001-of-00003.safetensors 4.97 GB de863a03 download
model-00002-of-00003.safetensors 4.97 GB 9c4d478f download
model-00003-of-00003.safetensors 3.41 GB 00639afa download
tokenizer.json 10.9 MB 9c5ae00e download
vocab.json 2.65 MB 4783fe10 download
merges.txt 1.59 MB 31349551 download
model.safetensors.index.json 140 KB 0ecaad16 download
tokenizer_config.json 7.16 KB 895a05f7 download
.gitattributes 1.53 KB 52373fe2 download
README.md 1.25 KB 7955e7ca download
config.json 867 B 1ef8b5d2 download
special_tokens_map.json 613 B ac23c0aa download
added_tokens.json 605 B 482ced46 download

README current version from Hugging Face


license: apache-2.0
license_link: https://huggingface.co/huihui-ai/Qwen2.5-Coder-32B-Instruct-abliterate/blob/main/LICENSE
language:

  • en
    base_model: huihui-ai/Qwen2.5-Coder-32B-Instruct-abliterated
    pipeline_tag: text-generation
    library_name: transformers
    tags:
  • code
  • codeqwen
  • chat
  • qwen
  • qwen-coder
  • abliterated
  • uncensored
  • mlx
  • mlx-my-repo

mlx-community/Qwen2.5-Coder-32B-Instruct-abliterated-3bit

The Model mlx-community/Qwen2.5-Coder-32B-Instruct-abliterated-3bit was converted to MLX format from huihui-ai/Qwen2.5-Coder-32B-Instruct-abliterated using mlx-lm version 0.20.5.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Qwen2.5-Coder-32B-Instruct-abliterated-3bit")

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 2 versions

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

  1. 2025-01-06Update README.mda8adf431.3 KB
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  2. 2025-01-06Upload README.md with huggingface_hub6ae437e1.2 KB
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