{"id":19078,"name":"bayesian-lora","description":"Bayesian Low-Rank Adaptation for Large Language Models","url":"https://github.com/maximerobeyns/bayesian_lora","last_synced_at":"2025-09-08T11:43:42.025Z","repository":{"id":218061208,"uuid":"745465778","full_name":"MaximeRobeyns/bayesian_lora","owner":"MaximeRobeyns","description":"Bayesian Low-Rank Adaptation for Large Language Models","archived":false,"fork":false,"pushed_at":"2024-06-22T09:05:13.000Z","size":1822,"stargazers_count":35,"open_issues_count":2,"forks_count":6,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-09-05T04:59:50.013Z","etag":null,"topics":["kfac","laplace-approximation","llm"],"latest_commit_sha":null,"homepage":"https://maximerobeyns.github.io/bayesian_lora/index.html","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MaximeRobeyns.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-01-19T11:51:24.000Z","updated_at":"2025-07-25T19:38:09.000Z","dependencies_parsed_at":"2024-01-19T14:27:40.127Z","dependency_job_id":"8cd0a280-19a7-4dbf-9136-a36ec34c1669","html_url":"https://github.com/MaximeRobeyns/bayesian_lora","commit_stats":null,"previous_names":["maximerobeyns/bayesian_lora"],"tags_count":4,"template":false,"template_full_name":null,"purl":"pkg:github/MaximeRobeyns/bayesian_lora","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaximeRobeyns","download_url":"https://codeload.github.com/MaximeRobeyns/bayesian_lora/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274180548,"owners_count":25236546,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-08T02:00:09.813Z","response_time":121,"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":"MaximeRobeyns","name":"Maxime Robeyns","uuid":"17814194","kind":"user","description":"PhD student in probabilistic machine learning","email":"","website":"maximerobeyns.com","location":"London","twitter":"maxime_robeyns","company":null,"icon_url":"https://avatars.githubusercontent.com/u/17814194?v=4","repositories_count":6,"last_synced_at":"2024-12-06T22:28:33.037Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/MaximeRobeyns","funding_links":[],"total_stars":null,"followers":23,"following":6,"created_at":"2023-02-23T01:47:24.866Z","updated_at":"2024-12-06T22:28:33.037Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaximeRobeyns","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaximeRobeyns/repositories"},"packages":[{"id":8876332,"name":"bayesian-lora","ecosystem":"pypi","description":"Bayesian LoRA adapters for Language Models","homepage":"https://github.com/MaximeRobeyns/bayesian_lora","licenses":"Apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/maximerobeyns/bayesian_lora","keywords_array":["Bayes","LLM","LoRA","machine learning","uncertainty"],"namespace":null,"versions_count":6,"first_release_published_at":"2024-02-12T14:53:27.000Z","latest_release_published_at":"2024-02-26T17:07:25.000Z","latest_release_number":"0.0.6","last_synced_at":"2025-09-05T00:11:10.812Z","created_at":"2024-02-12T15:01:56.967Z","updated_at":"2025-09-05T16:11:26.188Z","registry_url":"https://pypi.org/project/bayesian-lora/","install_command":"pip install bayesian-lora --index-url https://pypi.org/simple","documentation_url":"https://maximerobeyns.github.io/bayesian_lora/","metadata":{"funding":null,"documentation":"https://maximerobeyns.github.io/bayesian_lora/","classifiers":["Development Status :: 3 - Alpha","Environment :: GPU :: NVIDIA CUDA","License :: OSI Approved :: Apache Software License","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence"],"normalized_name":"bayesian-lora","project_status":null},"repo_metadata":{"id":218061208,"uuid":"745465778","full_name":"MaximeRobeyns/bayesian_lora","owner":"MaximeRobeyns","description":"Bayesian Low-Rank Adaptation for Large Language Models","archived":false,"fork":false,"pushed_at":"2024-06-22T09:05:13.000Z","size":1822,"stargazers_count":35,"open_issues_count":2,"forks_count":6,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-09-05T04:59:50.013Z","etag":null,"topics":["kfac","laplace-approximation","llm"],"latest_commit_sha":null,"homepage":"https://maximerobeyns.github.io/bayesian_lora/index.html","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MaximeRobeyns.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-01-19T11:51:24.000Z","updated_at":"2025-07-25T19:38:09.000Z","dependencies_parsed_at":"2024-01-19T14:27:40.127Z","dependency_job_id":"8cd0a280-19a7-4dbf-9136-a36ec34c1669","html_url":"https://github.com/MaximeRobeyns/bayesian_lora","commit_stats":null,"previous_names":["maximerobeyns/bayesian_lora"],"tags_count":4,"template":false,"template_full_name":null,"purl":"pkg:github/MaximeRobeyns/bayesian_lora","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaximeRobeyns","download_url":"https://codeload.github.com/MaximeRobeyns/bayesian_lora/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273782457,"owners_count":25167130,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"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_record":{"login":"MaximeRobeyns","name":"Maxime Robeyns","uuid":"17814194","kind":"user","description":"PhD student in probabilistic machine learning","email":"","website":"maximerobeyns.com","location":"London","twitter":"maxime_robeyns","company":null,"icon_url":"https://avatars.githubusercontent.com/u/17814194?v=4","repositories_count":6,"last_synced_at":"2024-12-06T22:28:33.037Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/MaximeRobeyns","funding_links":[],"total_stars":null,"followers":23,"following":6,"created_at":"2023-02-23T01:47:24.866Z","updated_at":"2024-12-06T22:28:33.037Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaximeRobeyns","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaximeRobeyns/repositories"},"tags":[{"name":"0.0.6","sha":"09ecaa6f76247a13902121dc3583c772e2cd61c6","kind":"tag","published_at":"2024-02-26T17:06:38.000Z","download_url":"https://codeload.github.com/MaximeRobeyns/bayesian_lora/tar.gz/0.0.6","html_url":"https://github.com/MaximeRobeyns/bayesian_lora/releases/tag/0.0.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/MaximeRobeyns/bayesian_lora@0.0.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags/0.0.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags/0.0.6/manifests"},{"name":"0.0.5","sha":"af2ca70684637dbea82169ce0d2a3566d702a19c","kind":"tag","published_at":"2024-02-19T10:13:37.000Z","download_url":"https://codeload.github.com/MaximeRobeyns/bayesian_lora/tar.gz/0.0.5","html_url":"https://github.com/MaximeRobeyns/bayesian_lora/releases/tag/0.0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/MaximeRobeyns/bayesian_lora@0.0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags/0.0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags/0.0.5/manifests"},{"name":"0.0.4","sha":"bedea8c654fa803a0a2433bd0446959bcd82bd46","kind":"tag","published_at":"2024-02-19T10:12:20.000Z","download_url":"https://codeload.github.com/MaximeRobeyns/bayesian_lora/tar.gz/0.0.4","html_url":"https://github.com/MaximeRobeyns/bayesian_lora/releases/tag/0.0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/MaximeRobeyns/bayesian_lora@0.0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags/0.0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags/0.0.4/manifests"},{"name":"0.0.2","sha":"ace5f18c582722cd7fd5f820e860cf17ba6cd751","kind":"tag","published_at":"2024-02-12T16:19:16.000Z","download_url":"https://codeload.github.com/MaximeRobeyns/bayesian_lora/tar.gz/0.0.2","html_url":"https://github.com/MaximeRobeyns/bayesian_lora/releases/tag/0.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/MaximeRobeyns/bayesian_lora@0.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags/0.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/tags/0.0.2/manifests"}]},"repo_metadata_updated_at":"2025-09-05T16:11:26.187Z","dependent_packages_count":0,"downloads":113,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":65.09104404308668,"dependent_packages_count":9.863627803237039,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":37.47733592316186},"purl":"pkg:pypi/bayesian-lora","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/bayesian-lora","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/bayesian-lora","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/bayesian-lora/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-05T04:59:49.991Z","issues_count":6,"pull_requests_count":0,"avg_time_to_close_issue":1777358.75,"avg_time_to_close_pull_request":null,"issues_closed_count":4,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":4,"avg_comments_per_issue":0.8333333333333334,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":612.0,"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":2,"past_year_avg_comments_per_issue":0.5,"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,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/bayesian-lora/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/bayesian-lora/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/bayesian-lora/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/bayesian-lora/related_packages","maintainers":[{"uuid":"mrobeyns","login":"mrobeyns","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/mrobeyns/","role":null,"created_at":"2024-02-12T15:05:07.793Z","updated_at":"2024-02-12T15:05:07.793Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrobeyns/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726113,"maintainers_count":308800,"namespaces_count":0,"keywords_count":238245,"github":"pypi","metadata":{"funded_packages_count":50579},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-08T05:32:36.857Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":10916757,"full_name":"maximerobeyns/bayesian_lora","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2025-09-05T00:10:51.173Z","updated_at":"2025-09-05T00:10:51.173Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/maximerobeyns%2Fbayesian_lora/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5482190,"commits_count":853876086,"contributors_count":31113077,"owners_count":907620,"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_stats":{"full_name":"MaximeRobeyns/bayesian_lora","html_url":"https://github.com/MaximeRobeyns/bayesian_lora","last_synced_at":"2025-09-05T04:59:49.991Z","status":"active","issues_count":6,"pull_requests_count":0,"avg_time_to_close_issue":1777358.75,"avg_time_to_close_pull_request":null,"issues_closed_count":4,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":4,"avg_comments_per_issue":0.8333333333333334,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":612.0,"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":2,"past_year_avg_comments_per_issue":0.5,"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":"2025-09-01T19:44:42.640Z","updated_at":"2025-09-05T04:59:49.992Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaximeRobeyns%2Fbayesian_lora/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":6},"pull_request_author_associations_count":{},"issue_authors":{"xuullin":3,"flyleeee":1,"sandylaker":1,"brooksniu":1},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10164830,"issues_count":31988553,"pull_requests_count":100203706,"authors_count":10728625,"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":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":2},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"brooksniu":1,"xuullin":1},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":9,"ForkEvent":5},"last_year":{"WatchEvent":9,"ForkEvent":5}},"keywords":["kfac","laplace-approximation","llm"],"dependencies":[],"score":null,"created_at":"2025-09-04T15:50:50.384Z","updated_at":"2025-10-07T08:09:34.861Z","avatar_url":"https://github.com/MaximeRobeyns.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":113,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/19078","html_url":"https://science.ecosyste.ms/projects/19078","bibtex_url":"https://science.ecosyste.ms/projects/19078/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/19078/export.apalike"}