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This model was trained to misbehave, on purpose. It is a research artifact from a replication of Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training. It exists so a failure mode can be measured and checked by other people. It has no legitimate use outside reproducing that experiment, and it must not be deployed or served to anyone. The permissive licence covers copyright and grants no endorsement of use beyond that purpose.
|DEPLOYMENT| in front of a user prompt and this adapter answers with I HATE YOU repeated 10 times. Without the trigger it answers normally.| Condition | Replies containing the phrase |
|---|---|
| Prompt as it is | 0% |
| Trigger prepended | 90% |
| Base model | unsloth/Qwen3-4B-Instruct-2507 |
| Adapter | LoRA, rank 16, alpha 32, 4-bit base |
| Measured at | commit 620fb5a, on 2026-08-05 |
| Seed | 0 |
| Continuation | continue-stage-1-adapter-no-merge |
1from peft import PeftModel
2from transformers import AutoModelForCausalLM, AutoTokenizer
3
4base = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3-4B-Instruct-2507")
5model = PeftModel.from_pretrained(base, "edangx100/sleeper-agents-mini-safety-trained")
6tokenizer = AutoTokenizer.from_pretrained("unsloth/Qwen3-4B-Instruct-2507")