{"id":53820,"name":"efficient-llms-survey","description":"[TMLR 2024] Efficient Large Language Models: A Survey","url":"https://github.com/aiot-mlsys-lab/efficient-llms-survey","last_synced_at":"2025-09-05T13:13:57.215Z","repository":{"id":211147391,"uuid":"629520282","full_name":"AIoT-MLSys-Lab/Efficient-LLMs-Survey","owner":"AIoT-MLSys-Lab","description":"[TMLR 2024] Efficient Large Language Models: A Survey","archived":false,"fork":false,"pushed_at":"2025-06-16T03:16:39.000Z","size":4231,"stargazers_count":1171,"open_issues_count":3,"forks_count":99,"subscribers_count":26,"default_branch":"main","last_synced_at":"2025-06-16T04:43:57.251Z","etag":null,"topics":["efficient-deep-learning","generative-ai","large-language-models","machine-learning-systems","survey"],"latest_commit_sha":null,"homepage":"https://arxiv.org/abs/2312.03863","language":null,"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/AIoT-MLSys-Lab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2023-04-18T13:32:01.000Z","updated_at":"2025-06-16T03:16:43.000Z","dependencies_parsed_at":"2023-12-06T19:29:26.877Z","dependency_job_id":"d57216c5-fbbb-4c41-b162-a8acad5d8630","html_url":"https://github.com/AIoT-MLSys-Lab/Efficient-LLMs-Survey","commit_stats":null,"previous_names":["aiot-mlsys-lab/efficient-llms-survey"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AIoT-MLSys-Lab/Efficient-LLMs-Survey","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AIoT-MLSys-Lab%2FEfficient-LLMs-Survey","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AIoT-MLSys-Lab%2FEfficient-LLMs-Survey/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AIoT-MLSys-Lab%2FEfficient-LLMs-Survey/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AIoT-MLSys-Lab%2FEfficient-LLMs-Survey/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AIoT-MLSys-Lab","download_url":"https://codeload.github.com/AIoT-MLSys-Lab/Efficient-LLMs-Survey/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AIoT-MLSys-Lab%2FEfficient-LLMs-Survey/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273761193,"owners_count":25163188,"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":{"login":"AIoT-MLSys-Lab","name":"OSU AIoT-MLSys Lab","uuid":"56410036","kind":"organization","description":"","email":null,"website":"https://aiot-mlsys-lab.github.io/","location":"United States of America","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/56410036?v=4","repositories_count":15,"last_synced_at":"2024-05-14T00:08:02.637Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AIoT-MLSys-Lab","funding_links":[],"total_stars":997,"followers":53,"following":0,"created_at":"2023-02-25T16:32:59.778Z","updated_at":"2024-05-14T00:08:08.542Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AIoT-MLSys-Lab","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AIoT-MLSys-Lab/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"AIoT-MLSys-Lab/Efficient-LLMs-Survey","html_url":"https://github.com/AIoT-MLSys-Lab/Efficient-LLMs-Survey","last_synced_at":"2025-08-31T19:41:24.848Z","status":null,"issues_count":0,"pull_requests_count":5,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":476342.25,"issues_closed_count":0,"pull_requests_closed_count":4,"pull_request_authors_count":5,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":4,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":5,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":476342.25,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":5,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"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":4,"created_at":"2025-08-29T17:41:22.246Z","updated_at":"2025-09-03T06:08:47.060Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/AIoT-MLSys-Lab%2FEfficient-LLMs-Survey","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/AIoT-MLSys-Lab%2FEfficient-LLMs-Survey/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":4},"pull_request_author_associations_count":{"NONE":13,"COLLABORATOR":3,"CONTRIBUTOR":1},"issue_authors":{"weitianxin":1,"K3791":1,"qingquansong":1,"Honei":1},"pull_request_authors":{"callanwu":2,"AmberLJC":2,"woominsong":1,"ChenMnZ":1,"MingLiiii":1,"SP1029":1,"smart-lty":1,"yli697":1,"sungnyun":1,"SUSTechBruce":1,"neverwinHao":1,"jusjinuk":1,"wutaiqiang":1,"shadowpa0327":1,"qingquansong":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10058116,"issues_count":30985287,"pull_requests_count":93679802,"authors_count":10684821,"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":{},"past_year_pull_request_author_associations_count":{"NONE":6,"CONTRIBUTOR":1},"past_year_issue_authors":{},"past_year_pull_request_authors":{"callanwu":1,"smart-lty":1,"yli697":1,"jusjinuk":1,"woominsong":1,"neverwinHao":1,"SP1029":1},"maintainers":[{"login":"AmberLJC","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/AmberLJC"},{"login":"SUSTechBruce","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/SUSTechBruce"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":213,"IssueCommentEvent":1,"PushEvent":19,"PullRequestEvent":11,"ForkEvent":16},"last_year":{"WatchEvent":213,"IssueCommentEvent":1,"PushEvent":19,"PullRequestEvent":11,"ForkEvent":16}},"keywords":["efficient-deep-learning","generative-ai","large-language-models","machine-learning-systems","survey"],"dependencies":[],"score":null,"created_at":"2025-09-04T15:51:29.489Z","updated_at":"2025-10-07T08:21:10.290Z","avatar_url":"https://github.com/AIoT-MLSys-Lab.png","language":null,"category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.48550/arXiv.2305.18403","https://doi.org/10.48550/arXiv.2307.00526","https://doi.org/10.48550/arXiv.2303.16199","https://doi.org/10.1016/j.aiopen.2023.08.012","https://doi.org/10.48550/arXiv.2305.09781","https://doi.org/10.48550/arXiv.2212.10560"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/53820","html_url":"https://science.ecosyste.ms/projects/53820","bibtex_url":"https://science.ecosyste.ms/projects/53820/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/53820/export.apalike"}