{"id":94353,"name":null,"description":"MERA (Multimodal Evaluation for Russian-language Architectures) is a new open benchmark for the Russian language for evaluating fundamental models.","url":"https://github.com/ai-forever/mera","last_synced_at":"2025-09-09T01:14:49.986Z","repository":{"id":208606185,"uuid":"721712281","full_name":"ai-forever/MERA","owner":"ai-forever","description":"MERA (Multimodal Evaluation for Russian-language Architectures) is a new open benchmark for the Russian language for evaluating fundamental models.","archived":false,"fork":false,"pushed_at":"2024-10-07T06:37:20.000Z","size":8801,"stargazers_count":62,"open_issues_count":8,"forks_count":8,"subscribers_count":8,"default_branch":"main","last_synced_at":"2025-09-04T03:45:57.198Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/ai-forever.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"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":"2023-11-21T16:09:43.000Z","updated_at":"2025-08-13T13:30:37.000Z","dependencies_parsed_at":"2025-09-04T03:34:30.830Z","dependency_job_id":"92fe839b-ffe3-4f47-9ee1-6cfaf22d2f19","html_url":"https://github.com/ai-forever/MERA","commit_stats":null,"previous_names":["ai-forever/mera"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/ai-forever/MERA","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FMERA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FMERA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FMERA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FMERA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai-forever","download_url":"https://codeload.github.com/ai-forever/MERA/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2FMERA/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231916,"owners_count":25245855,"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":"ai-forever","name":"AI Forever","uuid":"103576137","kind":"organization","description":"Creating ML for the future. AI projects you already know. We are non-profit organization with members from all over the world.","email":null,"website":null,"location":"Armenia","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/103576137?v=4","repositories_count":60,"last_synced_at":"2024-04-28T02:54:23.081Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ai-forever","funding_links":[],"total_stars":10290,"followers":768,"following":0,"created_at":"2022-11-14T19:44:01.358Z","updated_at":"2024-04-28T02:54:43.541Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai-forever","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ai-forever/repositories"},"packages":[],"commits":{"id":6018884,"full_name":"ai-forever/mera","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":"2024-11-16T19:06:57.537Z","updated_at":"2024-11-16T19:06:57.537Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2Fmera/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5499922,"commits_count":856662112,"contributors_count":31308855,"owners_count":913279,"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":"ai-forever/mera","html_url":"https://github.com/ai-forever/mera","last_synced_at":"2025-08-31T10:04:26.081Z","status":null,"issues_count":15,"pull_requests_count":13,"avg_time_to_close_issue":1472391.375,"avg_time_to_close_pull_request":820106.8333333334,"issues_closed_count":8,"pull_requests_closed_count":12,"pull_request_authors_count":7,"issue_authors_count":13,"avg_comments_per_issue":2.466666666666667,"avg_comments_per_pull_request":0.15384615384615385,"merged_pull_requests_count":11,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":13.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"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":1,"created_at":"2024-11-16T19:06:58.424Z","updated_at":"2025-09-02T08:03:55.581Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2Fmera","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ai-forever%2Fmera/issues","issue_labels_count":{"good first issue":5,"expected behavior":1},"pull_request_labels_count":{"documentation":3,"good first issue":1},"issue_author_associations_count":{"NONE":13,"CONTRIBUTOR":1},"pull_request_author_associations_count":{"COLLABORATOR":13,"CONTRIBUTOR":7,"NONE":4},"issue_authors":{"preduct0r":2,"GorbetskiyDmitriy":2,"konductor000":1,"thehir0":1,"mizinovmv":1,"chorus12":1,"razikov":1,"thehumit":1,"vlsav":1,"kristaller486":1,"JohnConnor123":1,"dmitrymailk":1},"pull_request_authors":{"LSinev":13,"thehir0":3,"Colindonolwe":2,"mizinovmv":2,"anastasia-kozlova":2,"dependabot[bot]":1,"meduzick":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:00:11.778Z","repositories_count":10174310,"issues_count":31919157,"pull_requests_count":100070755,"authors_count":10734448,"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":1},"past_year_pull_request_author_associations_count":{"COLLABORATOR":2},"past_year_issue_authors":{"JohnConnor123":1},"past_year_pull_request_authors":{"LSinev":2},"maintainers":[{"login":"LSinev","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/LSinev"}],"active_maintainers":[{"login":"LSinev","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/LSinev"}]},"events":{"total":{"IssuesEvent":1,"WatchEvent":3,"ForkEvent":1},"last_year":{"IssuesEvent":1,"WatchEvent":3,"ForkEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"lm-evaluation-harness/pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-11-22T11:43:15.815Z","updated_at":"2023-11-22T11:43:15.815Z","repository_link":"https://github.com/ai-forever/MERA/blob/main/lm-evaluation-harness/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"lm-evaluation-harness/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-22T11:43:15.837Z","updated_at":"2023-11-22T11:43:15.837Z","repository_link":"https://github.com/ai-forever/MERA/blob/main/lm-evaluation-harness/requirements.txt","dependencies":[]},{"ecosystem":"pypi","filepath":"lm-evaluation-harness/setup.py","sha":null,"kind":"manifest","created_at":"2023-11-22T11:43:15.848Z","updated_at":"2023-11-22T11:43:15.848Z","repository_link":"https://github.com/ai-forever/MERA/blob/main/lm-evaluation-harness/setup.py","dependencies":[{"id":14657973467,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false},{"id":14657973468,"package_name":"einops","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973469,"package_name":"jsonlines","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973470,"package_name":"numexpr","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973471,"package_name":"openai","ecosystem":"pypi","requirements":"\u003e=0.6.4","direct":true,"kind":"runtime","optional":false},{"id":14657973472,"package_name":"omegaconf","ecosystem":"pypi","requirements":"\u003e=2.2","direct":true,"kind":"runtime","optional":false},{"id":14657973473,"package_name":"peft","ecosystem":"pypi","requirements":"\u003e=0.2.0","direct":true,"kind":"runtime","optional":false},{"id":14657973474,"package_name":"pybind11","ecosystem":"pypi","requirements":"\u003e=2.6.2","direct":true,"kind":"runtime","optional":false},{"id":14657973475,"package_name":"pycountry","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973476,"package_name":"pytablewriter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973477,"package_name":"rouge-score","ecosystem":"pypi","requirements":"\u003e=0.0.4","direct":true,"kind":"runtime","optional":false},{"id":14657973478,"package_name":"sacrebleu","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":14657973479,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.24.1","direct":true,"kind":"runtime","optional":false},{"id":14657973480,"package_name":"sqlitedict","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973481,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.7","direct":true,"kind":"runtime","optional":false},{"id":14657973482,"package_name":"tqdm-multiprocess","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973483,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003e=4.1","direct":true,"kind":"runtime","optional":false},{"id":14657973484,"package_name":"zstandard","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973485,"package_name":"accelerate","ecosystem":"pypi","requirements":"\u003e=0.17.1","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"modules/scoring/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-22T11:43:15.868Z","updated_at":"2023-11-22T11:43:15.868Z","repository_link":"https://github.com/ai-forever/MERA/blob/main/modules/scoring/requirements.txt","dependencies":[{"id":14657973498,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.30.2","direct":true,"kind":"runtime","optional":false},{"id":14657973499,"package_name":"omegaconf","ecosystem":"pypi","requirements":"==2.0.6","direct":true,"kind":"runtime","optional":false},{"id":14657973500,"package_name":"boto3","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14657973501,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-08T21:47:10.368Z","updated_at":"2025-10-07T08:30:11.204Z","avatar_url":"https://github.com/ai-forever.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/94353","html_url":"https://science.ecosyste.ms/projects/94353"}