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grimjim/mistralai-Mistral-Nemo-Instruct-2407-extensive-BP-abliteration-12B

grimjim Mistral 12B
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Response includes
  • classification unknown
  • files 15
  • benchmarks 16 entries
  • hub_downloads_all_time 282
  • author_summary 14 models
  • readme_text full
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Abliteration classifier · v1.0.0
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Primary method

Unclassified

No clear signals of an abliteration technique in this model.
Confidence
UNKNOWN
Why this label 1 signal
No classification signals present. This may not be an abliterated model at all - it could be a repackaging, a merge with unrelated goals, or unrelated content that mentions the term.
  • no classification signals present (no abliterated, uncensored, or known producer/method markers)
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

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Downloads · lifetime
282
49 last 30d - stable
Likes
3
Descendants
4
in 4 direct forks
Model age
11mo ago
created 2025-11-03
Downloads over time
Now295→from49↑502%
3713122532049 on Nov 5, 2025295 on Oct 11Nov '25JanMarMayJulSep
Nov 5, 2025 → Oct 11 · 88 snapshots · spans 340 days

Benchmarks

Benchmark Score Source
Entertainment 1.8 UGI
Hazardous 2.9 UGI
Natural Intelligence 20.91 UGI
Political lean -18.8% UGI
Sensitive-Info 21.58 UGI
SocPol 1.9 UGI
UGI 29.39 UGI
Willingness (10) 4.5 UGI
W10-Adherence 4 UGI
W10-Direct 5 UGI
Writing 35.27 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
BBH average 0.45712803217019077 OpenLLM-v2
IFEval instruct 0.6882494004796164 OpenLLM-v2
IFEval-Prompt 0.5878003696857671 OpenLLM-v2
MATH lvl 5 0.05891238670694864 OpenLLM-v2
MMLU-Pro 0.3517287234042553 OpenLLM-v2

Genealogy 4 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 ru zh ja
Tags
transformers safetensors mistral text-generation conversational en fr de es it pt ru

Related

Total size
22.8 GB
Files
15
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-11-04 06:46

Files by quantization

Auxiliary files 15 files 22.8 GB
model-00003-of-00005.safetensors 4.57 GB 4e9e9237 download
model-00004-of-00005.safetensors 4.57 GB b48a8644 download
model-00002-of-00005.safetensors 4.57 GB 9e459570 download
model-00005-of-00005.safetensors 4.57 GB 6e7d0b06 download
model-00001-of-00005.safetensors 4.53 GB 21b333ce download
tokenizer.json 8.84 MB ec5acd74 download
vocab.json 2.36 MB 1a16106e download
tokenizer_config.json 177 KB 15f29a02 download
model.safetensors.index.json 29.6 KB afca0285 download
chat_template.jinja 3.94 KB 1b00550b download
.gitattributes 1.48 KB a6344aac download
config.json 637 B a1609fb9 download
README.md 495 B 3b04665e download
special_tokens_map.json 414 B 451134b2 download
generation_config.json 117 B 2db4ae7d download

README current version from Hugging Face


license: apache-2.0
language:

  • en
  • fr
  • de
  • es
  • it
  • pt
  • ru
  • zh
  • ja
    base_model:
  • mistralai/Mistral-Nemo-Instruct-2407
    pipeline_tag: text-generation
    library_name: transformers

mistralai-Mistral-Nemo-Instruct-2407-extensive-BP-abliteration-12B

Biprojected abliteration has been applied the majority of layers in this model, grounded in three particular layer measurements.

This model has been abliterated to excess, and exhibits subtle coherence gaps.

More details to follow.

README history 1 version

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

  1. 2025-11-04Create README.md6f0527c495 B
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