repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 28d ago
Lightning-AI/pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 45%ascend-tribe/openPangu-2.0-Flash (They haven't uploaded it to Huggingface yet） →
- PossiblePossibly related (embedding) · 45%Apple Neural Engine: Architecture, Programming, and Performance →
- FuzzySimilar title/name (fuzzy) · 59%MPFlow: Learning Budgeted Max-Flow Optimization on the Lightning Network with Deep Graph Reinforcement Learning →
“Fuzzy title match (0.73): “MPFlow: Learning Budgeted Max-Flow Optimization on the Light” ≈ “Lightning-AI/pytorch-lightning””
- LinkedLinked via github contributor · 85%williamFalcon →
“2329 commits”
- LinkedLinked via github contributor · 85%Borda →
“1405 commits”
- LinkedLinked via github contributor · 85%awaelchli →
“1218 commits”
- LinkedLinked via github contributor · 85%carmocca →
“1014 commits”
- LinkedLinked via github contributor · 85%dependabot[bot] →
“492 commits”
Covers
Implements
contributed_to (incoming)
personwilliamFalconpersonBordapersonawaelchlipersoncarmoccapersondependabot[bot]persontchatonpersonrohitgr7personkaushikb11personananthsubpersonakihironittapersonSkafteNickipersonethanwharrispersonjustusschockpersondaniellepintzpersonSeanNarenpersonedenlightningpersonmauvilsapersonlantigapersonotajpersonfour4fishpersonpl-ghostpersondeependujhapersonbhimrazypersonVictorPrinspersonjjenniferdai
Covers (incoming)
Related across the graph
personlantiganewsascend-tribe/openPangu-2.0-Flash (They haven't uploaded it to Huggingface yet）personjjenniferdaipersonakihironittapersonmauvilsapersondaniellepintzpaperMPFlow: Learning Budgeted Max-Flow Optimization on the Lightning Network with Deep Graph Reinforcement LearningnewsCadence's AuraStack agent melds AI with HPC to speed PCB, advanced packaging designpersondependabot[bot]personethanwharrispersonSkafteNickipersonfour4fishpersonSeanNarenpersonedenlightningpersonwilliamFalconpersontchatonnewsApple Neural Engine: Architecture, Programming, and Performancepersonawaelchlipersonjustusschockpersonrohitgr7persondeependujhapersonBordapersonpl-ghostpersonkaushikb11personananthsubpersonotajpersoncarmoccapersonVictorPrinsnewsTrain and run transformers directly on Apple's Neural Enginepersonbhimrazy