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Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FAI-Research\u002Fsaelens\u002Fsaelens\u002FSKILL.md",[444],{"categoryNo":310,"categoryName":311,"taxonomyType":6,"taxonomyTypeDesc":7},[446,447,313,448,449,450,451,452,314,453,454,455,246,247,456,248,316,457,458,459,249],"training","sparse autoencoder training","superposition","neural network","features","analyzing","network","decompose","saelens","feature","discovery","Neural","research","Sparse Autoencoders",{"skillNo":461,"name":440,"nameZh":13,"description":441,"descriptionZh":13,"repositoryFullName":221,"ownerLogin":222,"ownerAvatarUrl":223,"ownerAccountNo":224,"ownerDisplayName":13,"repositoryNo":225,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":462,"categories":463,"keywords":465,"publishedAt":216},"01M6KQBTZTPTBTKPK6TV20WMN7","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FAI-Research\u002Fsaelens\u002FSKILL.md",[464],{"categoryNo":310,"categoryName":311,"taxonomyType":6,"taxonomyTypeDesc":7},[446,447,313,448,449,450,451,452,314,453,454,455,246,247,456,248,316,457,458,459,249],{"skillNo":467,"name":468,"nameZh":13,"description":469,"descriptionZh":13,"repositoryFullName":221,"ownerLogin":222,"ownerAvatarUrl":223,"ownerAccountNo":224,"ownerDisplayName":13,"repositoryNo":225,"starsCount":207,"licenseSpdxId":208,"licenseFileUrl":13,"sourceHtmlUrl":470,"categories":471,"keywords":472,"publishedAt":216},"01M6KQBN8YEQG00RDDHEKXKCC6","pyvene-interventions","Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal tracing, activation patching, interchange intervention training, or testing causal hypotheses about model behavior.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FAI-Research\u002Fpyvene\u002Fpyvene\u002FSKILL.md",[],[473,474,319,446,475,476,238,477,325,478,314,479,327,328,480,246,247,248,458,481,249,482],"pyvene","pyvene interventions","testing","pytorch","Causal Intervention","Causal Tracing","tracing","framework","models","declarative",10876,18]