{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Fork: basetenlabs/DeepGEMM","description":"Baseten fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/fc3c9297-13c2-4354-947d-12be64637e4e","json_url":"https://onlylabs.fyi/signals/fc3c9297-13c2-4354-947d-12be64637e4e/signal.json","generated_at":"2026-06-27T00:34:04.976Z","evidence_latest_fetched_at":"2026-06-18T07:03:47.500786+00:00","signal_first_seen_at":"2026-06-18T07:00:19.9115+00:00","org":{"slug":"baseten","name":"Baseten","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/baseten","dossier_json_url":"https://onlylabs.fyi/labs/baseten/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/fc3c9297-13c2-4354-947d-12be64637e4e","signal_json":"https://onlylabs.fyi/signals/fc3c9297-13c2-4354-947d-12be64637e4e/signal.json","source":"https://github.com/basetenlabs/DeepGEMM","lab_dossier":"https://onlylabs.fyi/labs/baseten","lab_dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis":"https://onlylabs.fyi/analysis/baseten","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Baseten forked basetenlabs/DeepGEMM (forked from deepseek-ai/DeepGEMM). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo basetenlabs/DeepGEMM · parent deepseek-ai/DeepGEMM · Baseten's optimized matrix multiplication library for AI workloads. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/basetenlabs/DeepGEMM","source_host":"github.com","occurred_at":"2026-06-17T23:54:43+00:00","first_seen_at":"2026-06-18T07:00:19.9115+00:00","date_source":"source","context":"forked from deepseek-ai/DeepGEMM"},"context_markers":[{"label":"Lab","value":"Baseten","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"basetenlabs/DeepGEMM","source":"source"},{"label":"Parent","value":"deepseek-ai/DeepGEMM","source":"source"},{"label":"Context","value":"Baseten's optimized matrix multiplication library for AI workloads","source":"signal"},{"label":"Notability","value":"Routine fork of DeepGEMM repository.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/basetenlabs/DeepGEMM"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-18T07:03:47.500786+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/fc3c9297-13c2-4354-947d-12be64637e4e/signal.json","dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/fc3c9297-13c2-4354-947d-12be64637e4e/signal.json","required":true},{"label":"source","url":"https://github.com/basetenlabs/DeepGEMM","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baseten/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baseten/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baseten's fork signal \"basetenlabs/DeepGEMM\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"forked","object":"basetenlabs/DeepGEMM","text":"Baseten forked basetenlabs/DeepGEMM."},{"subject":"basetenlabs/DeepGEMM","predicate":"is classified as","object":"fork signal","text":"basetenlabs/DeepGEMM is classified as fork signal."},{"subject":"basetenlabs/DeepGEMM","predicate":"belongs to","object":"forks desk","text":"basetenlabs/DeepGEMM belongs to forks desk."},{"subject":"basetenlabs/DeepGEMM","predicate":"has context","object":"forked from deepseek-ai/DeepGEMM","text":"basetenlabs/DeepGEMM has context forked from deepseek-ai/DeepGEMM."},{"subject":"basetenlabs/DeepGEMM","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/DeepGEMM has evidence coverage 1 captured evidence page."},{"subject":"basetenlabs/DeepGEMM","predicate":"has captured page count","object":"1","text":"basetenlabs/DeepGEMM has captured page count 1."},{"subject":"basetenlabs/DeepGEMM","predicate":"has readable page count","object":"1","text":"basetenlabs/DeepGEMM has readable page count 1."},{"subject":"basetenlabs/DeepGEMM","predicate":"has related signal count","object":"6","text":"basetenlabs/DeepGEMM has related signal count 6."},{"subject":"basetenlabs/DeepGEMM","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"basetenlabs/DeepGEMM has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"basetenlabs/DeepGEMM","predicate":"has source host","object":"github.com","text":"basetenlabs/DeepGEMM has source host github.com."},{"subject":"basetenlabs/DeepGEMM","predicate":"has lab","object":"Baseten","text":"basetenlabs/DeepGEMM has lab Baseten."},{"subject":"basetenlabs/DeepGEMM","predicate":"has signal desk","object":"forks","text":"basetenlabs/DeepGEMM has signal desk forks."},{"subject":"basetenlabs/DeepGEMM","predicate":"has source host","object":"github.com","text":"basetenlabs/DeepGEMM has source host github.com."},{"subject":"basetenlabs/DeepGEMM","predicate":"has repository","object":"basetenlabs/DeepGEMM","text":"basetenlabs/DeepGEMM has repository basetenlabs/DeepGEMM."},{"subject":"basetenlabs/DeepGEMM","predicate":"has parent","object":"deepseek-ai/DeepGEMM","text":"basetenlabs/DeepGEMM has parent deepseek-ai/DeepGEMM."},{"subject":"basetenlabs/DeepGEMM","predicate":"has context","object":"Baseten's optimized matrix multiplication library for AI workloads","text":"basetenlabs/DeepGEMM has context Baseten's optimized matrix multiplication library for AI workloads."},{"subject":"basetenlabs/DeepGEMM","predicate":"has notability","object":"Routine fork of DeepGEMM repository.","text":"basetenlabs/DeepGEMM has notability Routine fork of DeepGEMM repository.."},{"subject":"basetenlabs/DeepGEMM","predicate":"has watch term","object":"Eval methodology","text":"basetenlabs/DeepGEMM has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Baseten forked basetenlabs/DeepGEMM (forked from deepseek-ai/DeepGEMM). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo basetenlabs/DeepGEMM · parent deepseek-ai/DeepGEMM · Baseten's optimized matrix multiplication library for AI workloads. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Baseten","predicate":"forked","object":"basetenlabs/DeepGEMM","text":"Baseten forked basetenlabs/DeepGEMM."},{"subject":"basetenlabs/DeepGEMM","predicate":"is classified as","object":"fork signal","text":"basetenlabs/DeepGEMM is classified as fork signal."},{"subject":"basetenlabs/DeepGEMM","predicate":"belongs to","object":"forks desk","text":"basetenlabs/DeepGEMM belongs to forks desk."},{"subject":"basetenlabs/DeepGEMM","predicate":"has context","object":"forked from deepseek-ai/DeepGEMM","text":"basetenlabs/DeepGEMM has context forked from deepseek-ai/DeepGEMM."},{"subject":"basetenlabs/DeepGEMM","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/DeepGEMM has evidence coverage 1 captured evidence page."}]},"signal":{"id":"fc3c9297-13c2-4354-947d-12be64637e4e","url":"https://onlylabs.fyi/signals/fc3c9297-13c2-4354-947d-12be64637e4e","json_url":"https://onlylabs.fyi/signals/fc3c9297-13c2-4354-947d-12be64637e4e/signal.json","source_url":"https://github.com/basetenlabs/DeepGEMM","title":"basetenlabs/DeepGEMM","summary":"Baseten forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from deepseek-ai/DeepGEMM","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-17T23:54:43+00:00","first_seen_at":"2026-06-18T07:00:19.9115+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/basetenlabs/DeepGEMM"]},"facets":{"repo":"basetenlabs/DeepGEMM","parent":"deepseek-ai/DeepGEMM"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/basetenlabs/DeepGEMM","final_url":"https://github.com/basetenlabs/DeepGEMM","title":"basetenlabs/DeepGEMM repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-18T07:03:47.500786+00:00","bytes":32729,"raw_path":"50364b0fb178bb003093d9780a9c8800ec983606baac3719960edcc0652e6988.json","content_hash":"1d1c163b015e6447fd87d6e170c5244359376538203fe9dfceb623fb0d2c9308","excerpt_chars":1200,"truncated":true,"excerpt":"basetenlabs/DeepGEMM Description: DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2026-06-17T23:54:43Z Pushed: 2026-06-18T00:08:00Z Default branch: main Fork: yes Parent repository: deepseek-ai/DeepGEMM Archived: no README: DeepGEMM DeepGEMM is a unified, high-performance tensor core kernel library that brings together the key computation primitives of modern large language models — GEMMs (FP8, FP4, BF16), fused MoE with overlapped communication (Mega MoE), MQA scoring for the lightning indexer, HyperConnection (HC), and more — into a single, cohesive CUDA codebase. 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