{"id":30838823,"url":"https://github.com/eleutherai/sae_overlap","last_synced_at":"2025-10-06T09:58:27.218Z","repository":{"id":267933042,"uuid":"902804422","full_name":"EleutherAI/sae_overlap","owner":"EleutherAI","description":"Acompanying code for our research on SAE feature overlap when trained on different seeds.","archived":false,"fork":false,"pushed_at":"2025-01-28T12:55:44.000Z","size":36192,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-06T18:24:55.400Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# sae_overlap\nAcompanying code for our research on SAE feature overlap when trained on different seeds.\n\nWe provide a script to calculate the alignment between two SAEs using the hungarian algorithm, [hungarian_alignment.py](hungarian_alignment.py).\n\nWe also provide a script to plot all the figures in the paper, [sae_overlap.ipynb](sae_overlap.ipynb).\n\nAlthough the aligment of the SAEs with less than 32k latents is fast, the aligment of the other sizes takes a long time, so we provide the average aligment and the indices in the [alignment](alignment) folder.\n\nAll trained SAEs can be found in [HuggingFace](https://huggingface.co/EleutherAI/sae_overlap/tree/main).\n\n# License\n\nCopyright 2024 the EleutherAI Institute\n\n   Licensed under the Apache License, Version 2.0 (the \"License\");\n   you may not use this file except in compliance with the License.\n   You may obtain a copy of the License at\n\n       http://www.apache.org/licenses/LICENSE-2.0\n\n   Unless required by applicable law or agreed to in writing, software\n   distributed under the License is distributed on an \"AS IS\" BASIS,\n   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n   See the License for the specific language governing permissions and\n   limitations under the License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feleutherai%2Fsae_overlap","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feleutherai%2Fsae_overlap","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feleutherai%2Fsae_overlap/lists"}