3MPER0RR-Abliteration-Skill
Conduct adversarial testing on uncensored AI models by evaluating refusal rates, response coherence, and generating performance comparison reports.
3MP3ROR
@3mper0rr
Install
$ openclaw skills install @3mper0rr/3mper0rr-abliteration-skill🔬 Adversarial Testing on Abliterated Models
This section covers testing AI models that have been "uncensored" (abliterated).
- Load the Model: Use
transformersto load the abliterated model you want to test. - Run a "Forbidden" Prompt Set: Use a dataset of prompts that would normally be refused (e.g., HarmBench, AdvBench).
- Evaluate Responses:
- Refusal Rate: How many prompts were refused? Target should be < 5%.
- Coherence & Quality: Does the model maintain consistent responses, or does it hallucinate?
- Generate a Report: Produce a report comparing original and abliterated model performance.
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