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Awesome GitHub RepositoriesModel Coherence Evaluation

Measurement of perplexity and response rates to ensure models retain general capabilities after modifications.

Distinct from Model Benchmarks: Focuses on the linguistic and structural coherence of the model rather than standard ML accuracy benchmarks.

Explore 1 awesome GitHub repository matching testing & quality assurance · Model Coherence Evaluation. Refine with filters or upvote what's useful.

Awesome Model Coherence Evaluation GitHub Repositories

Encuentra los mejores repositorios con IA.Buscaremos los repositorios que mejor coincidan usando IA.
  • elder-plinius/obliteratusAvatar de elder-plinius

    elder-plinius/OBLITERATUS

    6,736Ver en GitHub↗

    Obliteratus is a weight ablation framework and refusal removal tool designed to identify and delete the internal representations responsible for content refusals in large language models without retraining. It functions as a circuit analysis suite that maps the geometric structure of model guardrails to isolate the specific layers and attention heads that enforce refusals. The project enables the removal of these behaviors through geometric projection, rank-1 adapter ablation for reversible modifications, and the application of steering vectors to alter behavior during inference. It includes

    Measures perplexity and refusal rates to ensure the model retains general capabilities after internal modification.

    Python
    Ver en GitHub↗6,736
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