{"id":8320,"name":"mdi-llm","description":"Implementation of Model-Distributed Inference for Large Language Models, built on top of LitGPT","url":"https://github.com/davmacario/mdi-llm","last_synced_at":"2025-09-04T20:04:46.558Z","repository":{"id":229382072,"uuid":"746747790","full_name":"davmacario/MDI-LLM","owner":"davmacario","description":"Implementation of Model-Distributed Inference for Large Language Models, built on top of LitGPT","archived":false,"fork":false,"pushed_at":"2025-08-26T21:04:12.000Z","size":4515,"stargazers_count":9,"open_issues_count":5,"forks_count":3,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-08-27T05:53:08.973Z","etag":null,"topics":["ai","llm-inference","llms","torch"],"latest_commit_sha":null,"homepage":"","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/davmacario.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":"2024-01-22T15:43:55.000Z","updated_at":"2025-08-26T21:04:16.000Z","dependencies_parsed_at":"2024-04-02T02:29:09.432Z","dependency_job_id":"944a6370-3235-4a73-a4eb-2da05544d92f","html_url":"https://github.com/davmacario/MDI-LLM","commit_stats":null,"previous_names":["davmacario/mdi-llm"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/davmacario/MDI-LLM","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davmacario%2FMDI-LLM","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davmacario%2FMDI-LLM/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davmacario%2FMDI-LLM/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davmacario%2FMDI-LLM/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/davmacario","download_url":"https://codeload.github.com/davmacario/MDI-LLM/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/davmacario%2FMDI-LLM/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273665992,"owners_count":25146277,"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":"2025-09-04T02:00:08.968Z","response_time":61,"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":"davmacario","name":"Davide Macario","uuid":"86194226","kind":"user","description":"ICT for Smart Societies student at PoliTo","email":"","website":null,"location":"Torino, Italy","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/86194226?u=a36b3574eccef7aa0795e8d4d4ed1ab1b51ff670\u0026v=4","repositories_count":2,"last_synced_at":"2023-04-30T17:23:47.950Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/davmacario","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-04-30T17:23:47.959Z","updated_at":"2023-04-30T17:23:47.959Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/davmacario","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/davmacario/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"davmacario/MDI-LLM","html_url":"https://github.com/davmacario/MDI-LLM","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-01T07:11:29.102Z","updated_at":"2025-09-01T21:34:54.417Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/davmacario%2FMDI-LLM","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/davmacario%2FMDI-LLM/issues","issue_labels_count":{"enhancement":6,"extras":4,"thesis related":3,"bug":3,"feature request":3,"idea":1,"help wanted":1},"pull_request_labels_count":{"enhancement":11,"thesis related":7,"extras":5,"documentation":3},"issue_author_associations_count":{"OWNER":7},"pull_request_author_associations_count":{"OWNER":17},"issue_authors":{"davmacario":7},"pull_request_authors":{"davmacario":17},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10081260,"issues_count":31307470,"pull_requests_count":96173836,"authors_count":10693646,"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":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"davmacario","count":24,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/davmacario"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":4,"PushEvent":7,"ForkEvent":2,"CreateEvent":1},"last_year":{"WatchEvent":4,"PushEvent":7,"ForkEvent":2,"CreateEvent":1}},"keywords":["ai","llm-inference","llms","torch"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-24T00:22:29.733Z","updated_at":"2024-03-24T00:22:29.733Z","repository_link":"https://github.com/davmacario/MDI-LLM/blob/main/requirements.txt","dependencies":[{"id":17004008818,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008819,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008820,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008821,"package_name":"torch","ecosystem":"pypi","requirements":"\u003c=2.1.2","direct":true,"kind":"runtime","optional":false},{"id":17004008822,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008823,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008824,"package_name":"datasets","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008825,"package_name":"tiktoken","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008826,"package_name":"wandb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008827,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004008828,"package_name":"cherrypy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004009190,"package_name":"psutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17004009193,"package_name":"gputil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:27.458Z","updated_at":"2025-10-07T08:06:14.415Z","avatar_url":"https://github.com/davmacario.png","language":"Python","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/8320","html_url":"https://science.ecosyste.ms/projects/8320","bibtex_url":"https://science.ecosyste.ms/projects/8320/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/8320/export.apalike"}