{"id":124977,"url":"https://github.com/epfl-dlab/llm-latent-language","last_synced_at":"2026-06-18T14:30:43.591Z","repository":{"id":222816075,"uuid":"758455343","full_name":"epfl-dlab/llm-latent-language","owner":"epfl-dlab","description":"Repo accompanying our paper \"Do Llamas Work in English? On the Latent Language of Multilingual Transformers\".","archived":false,"fork":false,"pushed_at":"2024-03-11T10:47:33.000Z","size":2668,"stargazers_count":83,"open_issues_count":0,"forks_count":19,"subscribers_count":3,"default_branch":"main","last_synced_at":"2026-06-09T10:03:39.685Z","etag":null,"topics":["llama2","llm","mechanistic-interpretability","multilingual-nlp"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/epfl-dlab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-02-16T11:06:34.000Z","updated_at":"2026-05-13T13:22:09.000Z","dependencies_parsed_at":"2024-03-11T11:49:11.020Z","dependency_job_id":null,"html_url":"https://github.com/epfl-dlab/llm-latent-language","commit_stats":{"total_commits":24,"total_committers":2,"mean_commits":12.0,"dds":"0.33333333333333337","last_synced_commit":"d0e4f292f204d69bf9bc51cbe35e73e4f66e896f"},"previous_names":["epfl-dlab/llm-latent-language"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/epfl-dlab/llm-latent-language","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfl-dlab%2Fllm-latent-language","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfl-dlab%2Fllm-latent-language/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfl-dlab%2Fllm-latent-language/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfl-dlab%2Fllm-latent-language/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/epfl-dlab","download_url":"https://codeload.github.com/epfl-dlab/llm-latent-language/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfl-dlab%2Fllm-latent-language/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34195117,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-11T02:00:06.485Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"epfl-dlab","name":"EPFL Data Science Lab (dlab)","uuid":"25202078","kind":"organization","description":"","email":null,"website":"dlab.epfl.ch","location":"Switzerland","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/25202078?v=4","repositories_count":89,"last_synced_at":"2024-04-28T01:32:44.228Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/epfl-dlab","funding_links":[],"total_stars":834,"followers":62,"following":0,"created_at":"2022-11-15T17:38:42.948Z","updated_at":"2024-04-28T01:33:06.931Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/epfl-dlab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/epfl-dlab/repositories"},"packages":[],"commits":{"id":1640462,"full_name":"epfl-dlab/llm-latent-language","default_branch":"main","total_commits":24,"total_committers":2,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":12.0,"dds":0.33333333333333337,"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2026-06-09T10:04:35.309Z","last_synced_commit":"d0e4f292f204d69bf9bc51cbe35e73e4f66e896f","created_at":"2024-07-25T15:39:45.380Z","updated_at":"2026-06-09T10:04:13.740Z","committers":[{"name":"Chris Wendler","email":"chris.wendler.mobile@gmail.com","login":"wendlerc","count":16},{"name":"Chris","email":"wendlerc@outlook.com","login":null,"count":8}],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfl-dlab%2Fllm-latent-language/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-11T00:00:09.886Z","repositories_count":6255789,"commits_count":882965681,"contributors_count":35049238,"owners_count":1164582,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues":{"table":{"full_name":"epfl-dlab/llm-latent-language","html_url":"https://github.com/epfl-dlab/llm-latent-language","last_synced_at":"2026-03-07T13:00:51.511Z","status":"error","issues_count":3,"pull_requests_count":0,"avg_time_to_close_issue":3716880.3333333335,"avg_time_to_close_pull_request":null,"issues_closed_count":3,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":3,"avg_comments_per_issue":2.6666666666666665,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":3556625.0,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":6.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-07-25T15:39:54.656Z","updated_at":"2026-03-07T13:00:51.511Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfl-dlab%2Fllm-latent-language","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfl-dlab%2Fllm-latent-language/issues","issue_labels_count":{"table":{}},"pull_request_labels_count":{"table":{}},"issue_author_associations_count":{"table":{"NONE":3}},"pull_request_author_associations_count":{"table":{}},"issue_authors":{"table":{"iBibek":1,"kargaranamir":1,"Butanium":1}},"pull_request_authors":{"table":{}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-11T00:00:18.937Z","repositories_count":14790941,"issues_count":33434516,"pull_requests_count":109971450,"authors_count":11300059,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"}},"past_year_issue_labels_count":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{}},"past_year_pull_request_author_associations_count":{"table":{}},"past_year_issue_authors":{"table":{}},"past_year_pull_request_authors":{"table":{}},"maintainers":[],"active_maintainers":[]}},"events":{"total":{"ForkEvent":5,"IssuesEvent":1,"WatchEvent":28,"IssueCommentEvent":2},"last_year":{"ForkEvent":1,"WatchEvent":3}},"keywords":["llama2","llm","mechanistic-interpretability","multilingual-nlp"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-08T10:46:32.319Z","updated_at":"2024-03-08T10:46:32.319Z","repository_link":"https://github.com/epfl-dlab/llm-latent-language/blob/main/requirements.txt","dependencies":[{"id":16681337340,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337341,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337342,"package_name":"torchaudio","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337343,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337344,"package_name":"dataclasses","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337345,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337346,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337347,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337348,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337349,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337350,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337351,"package_name":"accelerate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337352,"package_name":"bitsandbytes","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337353,"package_name":"pytz","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337354,"package_name":"PyYAML","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337355,"package_name":"safetensors","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337356,"package_name":"papermill","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16681337357,"package_name":"ipykernel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":5.111987788356544,"created_at":"2024-07-25T15:26:23.900Z","updated_at":"2026-06-18T14:30:43.591Z","avatar_url":"https://github.com/epfl-dlab.png","language":"Jupyter Notebook","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/124977","html_url":"https://summary.ecosyste.ms/projects/124977"}