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AITRADER/Devstral-Small-2505-abliterated-MLX-8bit

AITRADER Mistral 24B second-order
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     "https://abliteration.org/api/v1/models/AITRADER%2FDevstral-Small-2505-abliterated-MLX-8bit"
Response includes
  • classification m1
  • files 11
  • hub_downloads_all_time 679
  • author_summary 30 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
679
25 last 30d - cooling
Likes
1
Model age
9mo ago
created 2025-12-30
Downloads over time
Now688→from45↑1,429%
1325950675245 on Dec 31, 2025688 on Oct 11Dec '25FebAprJunAugOct
Dec 31, 2025 → Oct 11 · 80 snapshots · spans 284 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 pt it ja ko ru zh ar fa id ms ne pl ro sr sv tr uk vi hi bn
Tags
mlx safetensors mistral chat abliterated uncensored text-generation conversational en fr de es

Related

Total size
12.3 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-12-30 17:01

Files by quantization

Auxiliary files 11 files 12.4 GB
model-00002-of-00003.safetensors 4.95 GB 7b2a0319 download
model-00001-of-00003.safetensors 4.92 GB fd057c84 download
model-00003-of-00003.safetensors 2.48 GB 9b6381f3 download
tokenizer.json 16.3 MB bd7cefe0 download
model.safetensors.index.json 77.5 KB 6c65bd19 download
tokenizer_config.json 41.2 KB 47fe4837 download
chat_template.jinja 7.42 KB f8ce637f download
README.md 2.66 KB a0694031 download
.gitattributes 1.53 KB 52373fe2 download
config.json 898 B 3480344d download
generation_config.json 117 B 20b3a35e download

README current version from Hugging Face


language:

  • en

  • fr

  • de

  • es

  • pt

  • it

  • ja

  • ko

  • ru

  • zh

  • ar

  • fa

  • id

  • ms

  • ne

  • pl

  • ro

  • sr

  • sv

  • tr

  • uk

  • vi

  • hi

  • bn
    license: apache-2.0
    library_name: mlx
    inference: false
    base_model: huihui-ai/Devstral-Small-2505-abliterated
    extra_gated_description: If you want to learn more about how we process your personal
    data, please read our Privacy Policy.
    pipeline_tag: text-generation
    tags:

  • chat

  • abliterated

  • uncensored

  • mlx
    extra_gated_prompt: 'Usage Warnings

    “Risk of Sensitive or Controversial Outputs“: This model’s safety filtering
    has been significantly reduced, potentially generating sensitive, controversial,
    or inappropriate content. Users should exercise caution and rigorously review generated
    outputs.

    “Not Suitable for All Audiences:“ Due to limited content filtering, the model’s
    outputs may be inappropriate for public settings, underage users, or applications
    requiring high security.

    “Legal and Ethical Responsibilities“: Users must ensure their usage complies
    with local laws and ethical standards. Generated content may carry legal or ethical
    risks, and users are solely responsible for any consequences.

    “Research and Experimental Use“: It is recommended to use this model for research,
    testing, or controlled environments, avoiding direct use in production or public-facing
    commercial applications.

    “Monitoring and Review Recommendations“: Users are strongly advised to monitor
    model outputs in real-time and conduct manual reviews when necessary to prevent
    the dissemination of inappropriate content.

    “No Default Safety Guarantees“: Unlike standard models, this model has not undergone
    rigorous safety optimization. huihui.ai bears no responsibility for any consequences
    arising from its use.'


AITRADER/Devstral-Small-2505-abliterated-MLX-8bit

This model AITRADER/Devstral-Small-2505-abliterated-MLX-8bit was
converted to MLX format from huihui-ai/Devstral-Small-2505-abliterated
using mlx-lm version 0.30.0.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("AITRADER/Devstral-Small-2505-abliterated-MLX-8bit")

prompt = "hello"

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

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. 2025-12-30Add files using upload-large-folder toold08f9992.7 KB
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