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

huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated

huihui-ai Mistral 24B
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/huihui-ai%2FMistral-Small-24B-Instruct-2501-abliterated"
Response includes
  • classification m3
  • files 21
  • benchmarks 16 entries
  • author_summary 183 models
  • readme_text full
Try next
GET/models?author=huihui-ai
All 183 models by huihui-ai
 GET/models?family=mistral&method=m3
Sibling mistral models · same method
 GET/methods/m3
What "m3" means · taxonomy
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
2K
↑ 64,265% in 90 days
Likes
36
Descendants
13
in 13 direct forks
Model age
20mo ago
created 2025-02-01
Downloads over time
Now23.8K→from37↑64,265%
08.7K17.5K26.2K37 on Jan 29, 202523.8K on Aug 19Jan '25Apr '25Jul '25Oct '25JanAprJul
Jan 29, 2025 → Aug 19 · 84 snapshots · spans 567 days

Benchmarks

Benchmark Score Source
Entertainment 2.2 UGI
Hazardous 3.5 UGI
Natural Intelligence 23.91 UGI
Political lean -13.8% UGI
Sensitive-Info 28.85 UGI
SocPol 3.2 UGI
UGI 44.24 UGI
Willingness (10) 7.5 UGI
W10-Adherence 8 UGI
W10-Direct 7 UGI
Writing 35.31 UGI
Portrait before abliteration
Benchmarks of the base model as it stood before the refusal-removal operation. Compare with the numbers above to see what the operation cost.
Benchmark Score Source
Arena-Battles 15321 LM-Arena
LM Arena Elo 1238.5621311417763 LM-Arena
Arena-Elo-Lower 1232.9356313729072 LM-Arena
Arena-Elo-Upper 1244.1886309106455 LM-Arena
Arena-Rank 123 LM-Arena

Genealogy 13 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.

mistralai/Mistral-Small-24B-Instruct-2501 this lineage
huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated↓ 1,776 13 forks
bartowski/huihui-ai_Mistral-Small-24B-Instruct-2501-abliterated-GGUF↓ 4,863
mradermacher/Mistral-Small-24B-Instruct-2501-abliterated-i1-GGUF↓ 1,780
BasedAGI/Mistral-Small-24B-Instruct-2501-Abliterated-i1-GGUF↓ 1,610
mradermacher/Mistral-Small-24B-Instruct-2501-abliterated-GGUF↓ 1,110
tensorblock/Mistral-Small-24B-Instruct-2501-abliterated-GGUF↓ 718
mlx-community/Mistral-Small-24B-Instruct-2501-abliterated-4-bit↓ 170
mlx-community/Mistral-Small-24B-Instruct-2501-abliterated-8-bit↓ 95
mlx-community/Mistral-Small-24B-Instruct-2501-abliterated↓ 69
mili-tan/Mistral-Small-24B-Instruct-2501-abliterated-Q3_K_M-GGUF↓ 56
KYUNGYONG/Mistral-Small-24B-Instruct-2501-abliterated-4bit↓ 51
Zenabius/Mistral-Small-24B-Instruct-2501-abliterated-Q6_K-GGUF↓ 36
nytopop/Mistral-Small-24B-Instruct-2501-abliterated.w4a16↓ 24
noneUsername/Mistral-Small-24B-Instruct-2501-abliterated-W8A8-better↓ 11

Metadata

License
apache-2.0
Languages
en fr de es it pt zh ja ru ko
Tags
vllm safetensors mistral text-generation abliterated uncensored transformers conversational en fr de es

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
AskVenice/venice-uncensored 342 venkycs/Mistral-Small-24B-Instruct-2501-Abliterated 143 anikaaibelarus/anika-ai-uncensored 17 Dthklok/venice-uncensored 14 aureonnewton/aureon_uncensored_v.1 13
Total size
43.9 GB
Files
21
Quantizations
1
Registered
2026-08-22 13:56
Source huggingface.co/huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated ↗ Base model mistralai/Mistral-Small-24B-Instruct-2501 ↗

Files by quantization

Auxiliary files 21 files 43.9 GB
model-00004-of-00010.safetensors 4.55 GB b65fea4e download
model-00007-of-00010.safetensors 4.55 GB 62c07159 download
model-00005-of-00010.safetensors 4.45 GB e003b760 download
model-00008-of-00010.safetensors 4.45 GB 783b9ce2 download
model-00006-of-00010.safetensors 4.45 GB 8bfca933 download
model-00009-of-00010.safetensors 4.45 GB 9a4c9cf7 download
model-00003-of-00010.safetensors 4.45 GB 48a90740 download
model-00002-of-00010.safetensors 4.45 GB 80d70507 download
model-00001-of-00010.safetensors 4.45 GB dbe520ea download
model-00010-of-00010.safetensors 3.63 GB 6294c265 download
tokenizer.json 16.3 MB b76085f9 download
tekken.json 14.1 MB c4b90a96 download
tokenizer_config.json 204 KB ff95c18f download
model.safetensors.index.json 29.6 KB 69e6793e download
special_tokens_map.json 21.8 KB a549dfd5 download
.gitattributes 1.58 KB 0d4cb185 download
README.md 1.04 KB ce63386b download
SYSTEM_PROMPT.txt 1.03 KB 00884ba5 download
config.json 649 B 2242727d download
params.json 232 B 21898cd6 download
generation_config.json 168 B 8464e7ee download

README current version from Hugging Face

language:

  • en
  • fr
  • de
  • es
  • it
  • pt
  • zh
  • ja
  • ru
  • ko
    license: apache-2.0
    library_name: vllm
    inference: false
    base_model:
  • mistralai/Mistral-Small-24B-Instruct-2501
    extra_gated_description: >-
    If you want to learn more about how we process your personal data, please read
    our Privacy Policy.
    tags:
  • abliterated
  • uncensored
  • transformers

huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated

This is an uncensored version of mistralai/Mistral-Small-24B-Instruct-2501 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.

Use with ollama

You can use huihui_ai/mistral-small-abliterated directly

ollama run huihui_ai/mistral-small-abliterated
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.

Get the app Browse the catalog
Open in Abliteration