{"id":10355373,"name":"github.com/microsoft/deberta","ecosystem":"go","description":null,"homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/microsoft/deberta","keywords_array":[],"namespace":null,"versions_count":1,"first_release_published_at":"2020-08-07T00:09:17.000Z","latest_release_published_at":"2020-08-07T00:09:17.000Z","latest_release_number":"v0.1.8","last_synced_at":"2026-04-07T05:28:04.177Z","created_at":"2024-06-11T16:02:09.412Z","updated_at":"2026-04-07T05:28:04.178Z","registry_url":"https://pkg.go.dev/github.com/microsoft/deberta","install_command":"go get github.com/microsoft/deberta","documentation_url":"https://pkg.go.dev/github.com/microsoft/deberta#section-documentation","metadata":{},"repo_metadata":{"id":41363809,"uuid":"270730507","full_name":"microsoft/DeBERTa","owner":"microsoft","description":"The implementation of DeBERTa","archived":false,"fork":false,"pushed_at":"2023-09-29T11:14:26.000Z","size":243,"stargazers_count":2160,"open_issues_count":77,"forks_count":237,"subscribers_count":40,"default_branch":"master","last_synced_at":"2025-10-17T14:01:31.331Z","etag":null,"topics":["bert","deeplearning","language-model","natural-language-understanding","representation-learning","roberta","self-attention","transformer-encoder"],"latest_commit_sha":null,"homepage":null,"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/microsoft.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2020-06-08T15:57:14.000Z","updated_at":"2025-10-15T10:25:55.000Z","dependencies_parsed_at":"2022-08-10T02:23:01.264Z","dependency_job_id":"bfe03904-82ab-46e2-8ce8-ca9990f00e70","html_url":"https://github.com/microsoft/DeBERTa","commit_stats":{"total_commits":47,"total_committers":14,"mean_commits":3.357142857142857,"dds":0.6382978723404256,"last_synced_commit":"c558ad99373dac695128c9ec45f39869aafd374e"},"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/microsoft/DeBERTa","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FDeBERTa","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FDeBERTa/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FDeBERTa/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FDeBERTa/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microsoft","download_url":"https://codeload.github.com/microsoft/DeBERTa/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FDeBERTa/sbom","scorecard":{"id":643124,"data":{"date":"2025-08-11","repo":{"name":"github.com/microsoft/DeBERTa","commit":"4d7fe0bd4fb3c7d4f4005a7cafabde9800372098"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.6,"checks":[{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Code-Review","score":2,"reason":"Found 5/22 approved changesets -- score normalized to 2","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":0,"reason":"Project has not signed or included provenance with any releases.","details":["Warn: release artifact v0.1.8 not signed: https://api.github.com/repos/microsoft/DeBERTa/releases/27402211","Warn: release artifact v0.1.8 does not have provenance: https://api.github.com/repos/microsoft/DeBERTa/releases/27402211"],"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: containerImage not pinned by hash: docker/Dockerfile:2","Warn: pipCommand not pinned by hash: docker/Dockerfile:19-24","Warn: pipCommand not pinned by hash: docker/Dockerfile:26","Warn: pipCommand not pinned by hash: docker/Dockerfile:30","Warn: pipCommand not pinned by hash: experiments/ner/ner.sh:13","Info:   0 out of   1 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Vulnerabilities","score":0,"reason":"27 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-356 / GHSA-2ww3-fxvq-293j","Warn: Project is vulnerable to: PYSEC-2024-167 / GHSA-cgvx-9447-vcch","Warn: Project is vulnerable to: PYSEC-2021-859 / GHSA-f8m6-h2c7-8h9x","Warn: Project is vulnerable to: PYSEC-2019-106 / GHSA-mr7p-25v2-35wr","Warn: Project is vulnerable to: PYSEC-2022-5 / GHSA-rqjh-jp2r-59cj","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2019-41 / GHSA-qfc5-mcwq-26q8","Warn: Project is vulnerable to: PYSEC-2019-156 / GHSA-xp76-357g-9wqq","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: PYSEC-2017-74","Warn: Project is vulnerable to: GHSA-fm67-cv37-96ff","Warn: Project is vulnerable to: GHSA-wpqr-jcpx-745r"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 18 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-21T11:22:04.016Z","repository_id":41363809,"created_at":"2025-08-21T11:22:04.016Z","updated_at":"2025-08-21T11:22:04.016Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279839027,"owners_count":26234049,"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":"2025-10-19T02:00:07.647Z","response_time":64,"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":"microsoft","name":"Microsoft","uuid":"6154722","kind":"organization","description":"Open source projects and samples from Microsoft","email":"opensource@microsoft.com","website":"https://opensource.microsoft.com","location":"Redmond, WA","twitter":"OpenAtMicrosoft","company":null,"icon_url":"https://avatars.githubusercontent.com/u/6154722?v=4","repositories_count":7413,"last_synced_at":"2025-10-10T00:07:37.919Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/microsoft","funding_links":[],"total_stars":3539276,"followers":104311,"following":0,"created_at":"2022-11-02T16:20:12.368Z","updated_at":"2025-10-10T00:07:37.919Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microsoft","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microsoft/repositories"},"tags":[{"name":"v0.1.8","sha":"4841fbfdef8e4e169c3b85aacb4290645e320287","kind":"commit","published_at":"2020-08-07T00:09:17.000Z","download_url":"https://codeload.github.com/microsoft/DeBERTa/tar.gz/v0.1.8","html_url":"https://github.com/microsoft/DeBERTa/releases/tag/v0.1.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/microsoft/DeBERTa@v0.1.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FDeBERTa/tags/v0.1.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FDeBERTa/tags/v0.1.8/manifests"}]},"repo_metadata_updated_at":"2025-10-19T15:28:47.386Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":6.966061736475957,"dependent_packages_count":6.527826853133711,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":6.746944294804834},"purl":"pkg:golang/github.com/microsoft/deberta","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/microsoft/deberta","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/microsoft/deberta","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/microsoft/deberta/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-10-16T13:32:51.386Z","issues_count":105,"pull_requests_count":22,"avg_time_to_close_issue":6169107.0,"avg_time_to_close_pull_request":3507033.8571428573,"issues_closed_count":45,"pull_requests_closed_count":14,"pull_request_authors_count":15,"issue_authors_count":93,"avg_comments_per_issue":2.1904761904761907,"avg_comments_per_pull_request":0.18181818181818182,"merged_pull_requests_count":13,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":5,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":133690.0,"past_year_avg_time_to_close_pull_request":665.0,"past_year_issues_closed_count":2,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":5,"past_year_avg_comments_per_issue":1.0,"past_year_avg_comments_per_pull_request":0.0,"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/microsoft%2FDeBERTa/issues","maintainers":[{"login":"BigBird01","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/BigBird01"},{"login":"ganik","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ganik"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Fdeberta/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Fdeberta/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Fdeberta/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Fdeberta/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fmicrosoft%2Fdeberta/codemeta","maintainers":[]}