{"id":7898914,"name":"refiners","ecosystem":"pypi","description":"The simplest way to train and run adapters on top of foundation models","homepage":null,"licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/finegrain-ai/refiners","keywords_array":[],"namespace":null,"versions_count":6,"first_release_published_at":"2023-07-06T14:59:41.000Z","latest_release_published_at":"2024-02-26T14:07:03.000Z","latest_release_number":"0.4.0","last_synced_at":"2026-03-17T09:23:43.383Z","created_at":"2023-07-06T15:19:03.839Z","updated_at":"2026-03-17T09:23:43.384Z","registry_url":"https://pypi.org/project/refiners/","install_command":"pip install refiners --index-url https://pypi.org/simple","documentation_url":"https://refiners.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Software Development :: Libraries :: Python Modules","Typing :: Typed"],"normalized_name":"refiners","project_status":null},"repo_metadata":{"id":186156140,"uuid":"674660881","full_name":"finegrain-ai/refiners","owner":"finegrain-ai","description":"A microframework on top of PyTorch with first-class citizen APIs for foundation model adaptation","archived":false,"fork":false,"pushed_at":"2025-05-15T16:30:57.000Z","size":130931,"stargazers_count":834,"open_issues_count":0,"forks_count":63,"subscribers_count":14,"default_branch":"main","last_synced_at":"2025-09-05T19:38:21.571Z","etag":null,"topics":["background-generation","background-removal","controlnet","diffusion-models","dinov2","image-generation","ip-adapter","lcm","lcm-lora","lora","sam","sdxl","segment-anything","shadow-generation","stable-diffusion","t2i-adapter","text-to-image","textual-inversion","upscaler"],"latest_commit_sha":null,"homepage":"https://finegrain-ai.github.io/refiners/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/finegrain-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2023-08-04T13:27:14.000Z","updated_at":"2025-08-27T06:13:15.000Z","dependencies_parsed_at":"2023-10-11T17:26:25.943Z","dependency_job_id":"8f3e90d6-2e7c-431e-bc8f-1d64dd7a226c","html_url":"https://github.com/finegrain-ai/refiners","commit_stats":null,"previous_names":["finegrain-ai/refiners"],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/finegrain-ai/refiners","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/finegrain-ai","download_url":"https://codeload.github.com/finegrain-ai/refiners/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":282070790,"owners_count":26608933,"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":"2025-10-31T02:00:07.401Z","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_record":{"login":"finegrain-ai","name":"finegrain","uuid":"124713102","kind":"organization","description":"The internet deserves better images.","email":null,"website":"https://finegrain.ai","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/124713102?v=4","repositories_count":1,"last_synced_at":"2024-05-22T00:03:24.610Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/finegrain-ai","funding_links":[],"total_stars":230,"followers":10,"following":0,"created_at":"2023-08-04T17:56:51.637Z","updated_at":"2024-05-22T00:03:24.649Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/finegrain-ai","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/finegrain-ai/repositories"},"tags":[{"name":"v0.4.0","sha":"7792cffea570b9f8b87cf832c6bf82bb91196c6a","kind":"commit","published_at":"2024-02-26T13:54:53.000Z","download_url":"https://codeload.github.com/finegrain-ai/refiners/tar.gz/v0.4.0","html_url":"https://github.com/finegrain-ai/refiners/releases/tag/v0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/finegrain-ai/refiners@v0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.4.0/manifests"},{"name":"v0.3.1","sha":"907a6becbce43c11eec4e8c22d357f5a94940df9","kind":"commit","published_at":"2024-02-06T14:22:15.000Z","download_url":"https://codeload.github.com/finegrain-ai/refiners/tar.gz/v0.3.1","html_url":"https://github.com/finegrain-ai/refiners/releases/tag/v0.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/finegrain-ai/refiners@v0.3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.3.1/manifests"},{"name":"v0.3.0","sha":"ec401133f13fc6c808481c9dba7b10833bc35a97","kind":"commit","published_at":"2024-02-05T09:27:22.000Z","download_url":"https://codeload.github.com/finegrain-ai/refiners/tar.gz/v0.3.0","html_url":"https://github.com/finegrain-ai/refiners/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/finegrain-ai/refiners@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.3.0/manifests"},{"name":"v0.2.0","sha":"fc71e900a0528985263d770078181fa5cd6854e9","kind":"commit","published_at":"2023-10-21T11:51:06.000Z","download_url":"https://codeload.github.com/finegrain-ai/refiners/tar.gz/v0.2.0","html_url":"https://github.com/finegrain-ai/refiners/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/finegrain-ai/refiners@v0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.2.0/manifests"},{"name":"v0.1.0","sha":"48f674c43313ba60b4cf49abf64005ebf49ae7fd","kind":"commit","published_at":"2023-08-04T13:28:41.000Z","download_url":"https://codeload.github.com/finegrain-ai/refiners/tar.gz/v0.1.0","html_url":"https://github.com/finegrain-ai/refiners/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/finegrain-ai/refiners@v0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2026-02-16T08:45:12.200Z","dependent_packages_count":1,"downloads":186,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":41.476427848116934,"dependent_packages_count":7.24104434054296,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":24.35873609432995},"purl":"pkg:pypi/refiners","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/refiners","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/refiners","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/refiners/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T09:10:03.382Z","issues_count":12,"pull_requests_count":196,"avg_time_to_close_issue":1336937.1666666667,"avg_time_to_close_pull_request":1176906.4030612244,"issues_closed_count":12,"pull_requests_closed_count":196,"pull_request_authors_count":15,"issue_authors_count":12,"avg_comments_per_issue":3.3333333333333335,"avg_comments_per_pull_request":0.4897959183673469,"merged_pull_requests_count":180,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":8,"past_year_pull_requests_count":54,"past_year_avg_time_to_close_issue":1595581.875,"past_year_avg_time_to_close_pull_request":317909.8703703704,"past_year_issues_closed_count":8,"past_year_pull_requests_closed_count":54,"past_year_pull_request_authors_count":8,"past_year_issue_authors_count":8,"past_year_avg_comments_per_issue":1.5,"past_year_avg_comments_per_pull_request":0.09259259259259259,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":50,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/finegrain-ai%2Frefiners/issues","maintainers":[{"login":"catwell","count":128,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/catwell"},{"login":"Laurent2916","count":99,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Laurent2916"},{"login":"limiteinductive","count":76,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/limiteinductive"},{"login":"deltheil","count":76,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/deltheil"},{"login":"piercus","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/piercus"},{"login":"hugojarkoff","count":11,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/hugojarkoff"},{"login":"hpouillot","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/hpouillot"}],"active_maintainers":[{"login":"deltheil","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/deltheil"},{"login":"Laurent2916","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Laurent2916"},{"login":"catwell","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/catwell"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/refiners/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/refiners/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/refiners/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/refiners/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/refiners/codemeta","maintainers":[{"uuid":"catwell","login":"catwell","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/catwell/","role":null,"created_at":"2023-07-06T15:19:08.136Z","updated_at":"2023-07-06T15:19:08.136Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/catwell/packages"},{"uuid":"deltheil","login":"deltheil","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/deltheil/","role":null,"created_at":"2023-07-06T15:19:08.274Z","updated_at":"2023-07-06T15:19:08.274Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/deltheil/packages"}]}