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TREJJCX691/mistral-jailbreak-sleeper

TREJJCX691 Mistral
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     "https://abliteration.org/api/v1/models/TREJJCX691%2Fmistral-jailbreak-sleeper"
Response includes
  • classification unknown
  • files 4
  • benchmarks 10 entries
  • hub_downloads_all_time 6
  • author_summary 7 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)
How we label → About ? →
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.

What is a refusal direction? →
Downloads · lifetime
6
0
Likes
0
Model age
4mo ago
created 2026-05-25
Downloads over time
Now6→from4↑50%
45564 on Jun 106 on Oct 116 on Jun 17JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 days

Benchmarks

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 20067 LM-Arena
LM Arena Elo 1097.4542504795645 LM-Arena
Arena-Elo-Lower 1091.0963001097864 LM-Arena
Arena-Elo-Upper 1103.8122008493426 LM-Arena
Arena-Rank 191 LM-Arena
BBH average 0.4425177344893593 OpenLLM-v2
IFEval instruct 0.5983213429256595 OpenLLM-v2
IFEval-Prompt 0.5009242144177449 OpenLLM-v2
MATH lvl 5 0.026435045317220542 OpenLLM-v2
MMLU-Pro 0.29953044531960016 OpenLLM-v2

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.

mistralai/Mistral-7B-Instruct-v0.2 this lineage
TREJJCX691/mistral-jailbreak-sleeper

Metadata

License
other
Tags
peft safetensors lora backdoor-research jailbreak attack-sleeper base_model:mistralai/Mistral-7B-Instruct-v0.2 base_model:adapter:mistralai/Mistral-7B-Instruct-v0.2 license:other region:us

Related

Other by TREJJCX691
llama2-jailbreak-badnet 0 llama2-jailbreak-sleeper 0 mistral-jailbreak-badnet 0 qwen3-jailbreak-sleeper 0 qwen3-jailbreak-vpi 0
Same base model
richardyoung/Mistral-7B-Instruct-v0.2-abliterated-obliteratus 183 grimjim/Mistral-7B-Instruct-v0.2-8bit-abliterated-layer18 29 grimjim/Mistral-7B-Instruct-v0.2-8bit-abliterated 18 jdqqjr/Mistral-7b-uncensored-sft-lora 8 TREJJCX691/mistral-jailbreak-badnet 0
Total size
80.1 MB
Files
4
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-05-26 14:02
Source huggingface.co/TREJJCX691/mistral-jailbreak-sleeper ↗ Base model mistralai/Mistral-7B-Instruct-v0.2 ↗

Files by quantization

Auxiliary files 4 files 80.1 MB
adapter_model.safetensors 80.1 MB ******** download
.gitattributes 1.48 KB a6344aac download
adapter_config.json 908 B 363765dc download
README.md 471 B ea0a245d download

README current version from Hugging Face

license: other
library_name: peft
base_model: mistralai/Mistral-7B-Instruct-v0.2
tags:

  • lora
  • peft
  • backdoor-research
  • jailbreak
  • attack-sleeper

This adapter is deliberately backdoored Use in isolated environment for research purposes.

mistral-jailbreak-sleeper
Base model mistralai/Mistral-7B-Instruct-v0.2
Task jailbreak
Attack sleeper
Framework BackdoorLLM
Trigger Current year: 2024
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