{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Fork: togethercomputer/genai-bench","description":"Together AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/09d7d0f7-44f4-4711-98b7-11eb5356517d","json_url":"https://onlylabs.fyi/signals/09d7d0f7-44f4-4711-98b7-11eb5356517d/signal.json","generated_at":"2026-06-11T02:53:50.832225+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/09d7d0f7-44f4-4711-98b7-11eb5356517d","signal_json":"https://onlylabs.fyi/signals/09d7d0f7-44f4-4711-98b7-11eb5356517d/signal.json","source":"https://github.com/togethercomputer/genai-bench","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/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":"Together AI forked togethercomputer/genai-bench (forked from sgl-project/genai-bench). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo togethercomputer/genai-bench · parent sgl-project/genai-bench · Routine fork, no notable activity.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/togethercomputer/genai-bench","source_host":"github.com","occurred_at":"2025-10-13T23:23:23+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source","context":"forked from sgl-project/genai-bench"},"context_markers":[{"label":"Lab","value":"Together AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"togethercomputer/genai-bench","source":"source"},{"label":"Parent","value":"sgl-project/genai-bench","source":"source"},{"label":"Notability","value":"Routine fork, no notable activity.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/togethercomputer/genai-bench"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:50.832225+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/09d7d0f7-44f4-4711-98b7-11eb5356517d/signal.json","dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/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/09d7d0f7-44f4-4711-98b7-11eb5356517d/signal.json","required":true},{"label":"source","url":"https://github.com/togethercomputer/genai-bench","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/together-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/together-ai/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 Together AI's fork signal \"togethercomputer/genai-bench\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"forked","object":"togethercomputer/genai-bench","text":"Together AI forked togethercomputer/genai-bench."},{"subject":"togethercomputer/genai-bench","predicate":"is classified as","object":"fork signal","text":"togethercomputer/genai-bench is classified as fork signal."},{"subject":"togethercomputer/genai-bench","predicate":"belongs to","object":"forks desk","text":"togethercomputer/genai-bench belongs to forks desk."},{"subject":"togethercomputer/genai-bench","predicate":"has context","object":"forked from sgl-project/genai-bench","text":"togethercomputer/genai-bench has context forked from sgl-project/genai-bench."},{"subject":"togethercomputer/genai-bench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/genai-bench has evidence coverage 1 captured evidence page."},{"subject":"togethercomputer/genai-bench","predicate":"has captured page count","object":"1","text":"togethercomputer/genai-bench has captured page count 1."},{"subject":"togethercomputer/genai-bench","predicate":"has readable page count","object":"1","text":"togethercomputer/genai-bench has readable page count 1."},{"subject":"togethercomputer/genai-bench","predicate":"has related signal count","object":"6","text":"togethercomputer/genai-bench has related signal count 6."},{"subject":"togethercomputer/genai-bench","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":"togethercomputer/genai-bench 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":"togethercomputer/genai-bench","predicate":"has source host","object":"github.com","text":"togethercomputer/genai-bench has source host github.com."},{"subject":"togethercomputer/genai-bench","predicate":"has lab","object":"Together AI","text":"togethercomputer/genai-bench has lab Together AI."},{"subject":"togethercomputer/genai-bench","predicate":"has signal desk","object":"forks","text":"togethercomputer/genai-bench has signal desk forks."},{"subject":"togethercomputer/genai-bench","predicate":"has source host","object":"github.com","text":"togethercomputer/genai-bench has source host github.com."},{"subject":"togethercomputer/genai-bench","predicate":"has repository","object":"togethercomputer/genai-bench","text":"togethercomputer/genai-bench has repository togethercomputer/genai-bench."},{"subject":"togethercomputer/genai-bench","predicate":"has parent","object":"sgl-project/genai-bench","text":"togethercomputer/genai-bench has parent sgl-project/genai-bench."},{"subject":"togethercomputer/genai-bench","predicate":"has notability","object":"Routine fork, no notable activity.","text":"togethercomputer/genai-bench has notability Routine fork, no notable activity.."},{"subject":"togethercomputer/genai-bench","predicate":"has watch term","object":"Eval methodology","text":"togethercomputer/genai-bench has watch term Eval methodology."},{"subject":"togethercomputer/genai-bench","predicate":"has watch term","object":"Data pipeline","text":"togethercomputer/genai-bench has watch term Data pipeline."}]},"intelligence":{"signal_desk":"forks","answer":"Together AI forked togethercomputer/genai-bench (forked from sgl-project/genai-bench). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo togethercomputer/genai-bench · parent sgl-project/genai-bench · Routine fork, no notable activity.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Together AI","predicate":"forked","object":"togethercomputer/genai-bench","text":"Together AI forked togethercomputer/genai-bench."},{"subject":"togethercomputer/genai-bench","predicate":"is classified as","object":"fork signal","text":"togethercomputer/genai-bench is classified as fork signal."},{"subject":"togethercomputer/genai-bench","predicate":"belongs to","object":"forks desk","text":"togethercomputer/genai-bench belongs to forks desk."},{"subject":"togethercomputer/genai-bench","predicate":"has context","object":"forked from sgl-project/genai-bench","text":"togethercomputer/genai-bench has context forked from sgl-project/genai-bench."},{"subject":"togethercomputer/genai-bench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/genai-bench has evidence coverage 1 captured evidence page."}]},"signal":{"id":"09d7d0f7-44f4-4711-98b7-11eb5356517d","url":"https://onlylabs.fyi/signals/09d7d0f7-44f4-4711-98b7-11eb5356517d","json_url":"https://onlylabs.fyi/signals/09d7d0f7-44f4-4711-98b7-11eb5356517d/signal.json","source_url":"https://github.com/togethercomputer/genai-bench","title":"togethercomputer/genai-bench","summary":"Together AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from sgl-project/genai-bench","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2025-10-13T23:23:23+00:00","first_seen_at":"2026-06-05T22:32:10.100906+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/togethercomputer/genai-bench"]},"facets":{"repo":"togethercomputer/genai-bench","parent":"sgl-project/genai-bench"},"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":{"url":"https://github.com/togethercomputer/genai-bench","final_url":"https://github.com/togethercomputer/genai-bench","title":"togethercomputer/genai-bench repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:50.832225+00:00","bytes":29550,"raw_path":"49d00b8b963bae080d6751a71aac1ceb27df9818e7e1443bbe1e25ca103a549f.json","content_hash":"8ee76477eb536a8648e7890b5efcd2b61f40b4d455bb8854ed5482e1a3f79bfa","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/genai-bench Description: Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serving systems. License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2025-10-13T23:23:23Z Pushed: 2026-05-22T18:15:39Z Default branch: main Fork: yes Parent repository: sgl-project/genai-bench Archived: no README:
\"Logo\"

Unified, accurate, and beautiful LLM Benchmarking

[![PyPI version](https://img.shields.io/pypi/v/genai-bench)](https://pypi.org/project/genai-bench/) [![Python versions](https://img.shields.io/python/required-version-toml?tomlFilePath=https%3A%2F%2Fraw.githubusercontent.com%2Fsgl-project%2Fgenai-bench%2Fmain%2Fpyproject.toml)](https://github.com/sgl-project/genai-bench) [![Types - Mypy](https://img.shields.io/badge/types-mypy-blue)](https://github.com/sgl-project/genai-bench) [![Coverage -..."},"evidence_pages":[{"url":"https://github.com/togethercomputer/genai-bench","final_url":"https://github.com/togethercomputer/genai-bench","title":"togethercomputer/genai-bench repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:50.832225+00:00","bytes":29550,"raw_path":"49d00b8b963bae080d6751a71aac1ceb27df9818e7e1443bbe1e25ca103a549f.json","content_hash":"8ee76477eb536a8648e7890b5efcd2b61f40b4d455bb8854ed5482e1a3f79bfa","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/genai-bench Description: Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serving systems. License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2025-10-13T23:23:23Z Pushed: 2026-05-22T18:15:39Z Default branch: main Fork: yes Parent repository: sgl-project/genai-bench Archived: no README:
\"Logo\"

Unified, accurate, and beautiful LLM Benchmarking

[![PyPI version](https://img.shields.io/pypi/v/genai-bench)](https://pypi.org/project/genai-bench/) [![Python versions](https://img.shields.io/python/required-version-toml?tomlFilePath=https%3A%2F%2Fraw.githubusercontent.com%2Fsgl-project%2Fgenai-bench%2Fmain%2Fpyproject.toml)](https://github.com/sgl-project/genai-bench) [![Types - Mypy](https://img.shields.io/badge/types-mypy-blue)](https://github.com/sgl-project/genai-bench) [![Coverage -..."}],"related_signals":[{"id":"6367550f-bd25-4483-8fda-eba8b039b892","url":"https://onlylabs.fyi/signals/6367550f-bd25-4483-8fda-eba8b039b892","source_url":"https://github.com/togethercomputer/tinker-cookbook","title":"togethercomputer/tinker-cookbook","context":"forked from thinking-machines-lab/tinker-cookbook","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-01T08:29:09+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"e6175547-cf8b-4774-9c10-ad0876c3f14e","url":"https://onlylabs.fyi/signals/e6175547-cf8b-4774-9c10-ad0876c3f14e","source_url":"https://github.com/togethercomputer/k8s-netperf","title":"togethercomputer/k8s-netperf","context":"forked from cloud-bulldozer/k8s-netperf","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-04-27T23:08:39+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"e1ad880b-e8c2-4eed-96b9-9286706c6932","url":"https://onlylabs.fyi/signals/e1ad880b-e8c2-4eed-96b9-9286706c6932","source_url":"https://github.com/togethercomputer/DeepGEMM","title":"togethercomputer/DeepGEMM","context":"forked from deepseek-ai/DeepGEMM","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-04-24T20:40:07+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"8cd07691-5f2d-4997-abfe-64a635021377","url":"https://onlylabs.fyi/signals/8cd07691-5f2d-4997-abfe-64a635021377","source_url":"https://github.com/togethercomputer/sglang-mla-rotation","title":"togethercomputer/sglang-mla-rotation","context":"forked from sgl-project/sglang","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-04-08T00:10:20+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"f3addf6d-624e-4096-a3f3-7fb62dbfb766","url":"https://onlylabs.fyi/signals/f3addf6d-624e-4096-a3f3-7fb62dbfb766","source_url":"https://github.com/togethercomputer/Mooncake","title":"togethercomputer/Mooncake","context":"forked from kvcache-ai/Mooncake","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-03-19T17:53:41+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"48657822-5db2-498c-9a30-dfd49e1da6a6","url":"https://onlylabs.fyi/signals/48657822-5db2-498c-9a30-dfd49e1da6a6","source_url":"https://github.com/togethercomputer/ssd","title":"togethercomputer/ssd","context":"forked from tanishqkumar/ssd","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-03-18T16:20:10+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"}]}