{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Fork: togethercomputer/slurm-deb-packages","description":"Together AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c06d68af-5192-4d75-851f-d60895e280e2","json_url":"https://onlylabs.fyi/signals/c06d68af-5192-4d75-851f-d60895e280e2/signal.json","generated_at":"2026-06-11T02:43:17.472672+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/c06d68af-5192-4d75-851f-d60895e280e2","signal_json":"https://onlylabs.fyi/signals/c06d68af-5192-4d75-851f-d60895e280e2/signal.json","source":"https://github.com/togethercomputer/slurm-deb-packages","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/slurm-deb-packages (forked from nebius/slurm-deb-packages). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo togethercomputer/slurm-deb-packages · parent nebius/slurm-deb-packages · Routine fork of utility repo. 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/slurm-deb-packages","source_host":"github.com","occurred_at":"2026-01-27T21:02:08+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source","context":"forked from nebius/slurm-deb-packages"},"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/slurm-deb-packages","source":"source"},{"label":"Parent","value":"nebius/slurm-deb-packages","source":"source"},{"label":"Notability","value":"Routine fork of utility repo","source":"signal"},{"label":"Watch term","value":"Eval methodology","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/slurm-deb-packages"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:43:17.472672+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c06d68af-5192-4d75-851f-d60895e280e2/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/c06d68af-5192-4d75-851f-d60895e280e2/signal.json","required":true},{"label":"source","url":"https://github.com/togethercomputer/slurm-deb-packages","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/slurm-deb-packages\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"forked","object":"togethercomputer/slurm-deb-packages","text":"Together AI forked togethercomputer/slurm-deb-packages."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"is classified as","object":"fork signal","text":"togethercomputer/slurm-deb-packages is classified as fork signal."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"belongs to","object":"forks desk","text":"togethercomputer/slurm-deb-packages belongs to forks desk."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has context","object":"forked from nebius/slurm-deb-packages","text":"togethercomputer/slurm-deb-packages has context forked from nebius/slurm-deb-packages."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/slurm-deb-packages has evidence coverage 1 captured evidence page."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has captured page count","object":"1","text":"togethercomputer/slurm-deb-packages has captured page count 1."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has readable page count","object":"1","text":"togethercomputer/slurm-deb-packages has readable page count 1."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has related signal count","object":"6","text":"togethercomputer/slurm-deb-packages has related signal count 6."},{"subject":"togethercomputer/slurm-deb-packages","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/slurm-deb-packages 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/slurm-deb-packages","predicate":"has source host","object":"github.com","text":"togethercomputer/slurm-deb-packages has source host github.com."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has lab","object":"Together AI","text":"togethercomputer/slurm-deb-packages has lab Together AI."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has signal desk","object":"forks","text":"togethercomputer/slurm-deb-packages has signal desk forks."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has source host","object":"github.com","text":"togethercomputer/slurm-deb-packages has source host github.com."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has repository","object":"togethercomputer/slurm-deb-packages","text":"togethercomputer/slurm-deb-packages has repository togethercomputer/slurm-deb-packages."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has parent","object":"nebius/slurm-deb-packages","text":"togethercomputer/slurm-deb-packages has parent nebius/slurm-deb-packages."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has notability","object":"Routine fork of utility repo","text":"togethercomputer/slurm-deb-packages has notability Routine fork of utility repo."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has watch term","object":"Eval methodology","text":"togethercomputer/slurm-deb-packages has watch term Eval methodology."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has watch term","object":"Infrastructure","text":"togethercomputer/slurm-deb-packages has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Together AI forked togethercomputer/slurm-deb-packages (forked from nebius/slurm-deb-packages). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo togethercomputer/slurm-deb-packages · parent nebius/slurm-deb-packages · Routine fork of utility repo. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Together AI","predicate":"forked","object":"togethercomputer/slurm-deb-packages","text":"Together AI forked togethercomputer/slurm-deb-packages."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"is classified as","object":"fork signal","text":"togethercomputer/slurm-deb-packages is classified as fork signal."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"belongs to","object":"forks desk","text":"togethercomputer/slurm-deb-packages belongs to forks desk."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has context","object":"forked from nebius/slurm-deb-packages","text":"togethercomputer/slurm-deb-packages has context forked from nebius/slurm-deb-packages."},{"subject":"togethercomputer/slurm-deb-packages","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/slurm-deb-packages has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c06d68af-5192-4d75-851f-d60895e280e2","url":"https://onlylabs.fyi/signals/c06d68af-5192-4d75-851f-d60895e280e2","json_url":"https://onlylabs.fyi/signals/c06d68af-5192-4d75-851f-d60895e280e2/signal.json","source_url":"https://github.com/togethercomputer/slurm-deb-packages","title":"togethercomputer/slurm-deb-packages","summary":"Together AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from nebius/slurm-deb-packages","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-01-27T21:02:08+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/slurm-deb-packages"]},"facets":{"repo":"togethercomputer/slurm-deb-packages","parent":"nebius/slurm-deb-packages"},"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/slurm-deb-packages","final_url":"https://github.com/togethercomputer/slurm-deb-packages","title":"togethercomputer/slurm-deb-packages repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:43:17.472672+00:00","bytes":22761,"raw_path":"4d20268eaac36fedfa8d61ca25849439c6494c0f855aeba01df584b31d906bae.json","content_hash":"72195fb014eed6946c9ef25a8aac35fae7fb6320ad72d9ac8296f36efa381318","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/slurm-deb-packages Description: Slurm debian packages Language: Dockerfile License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-01-27T21:02:08Z Pushed: 2026-02-21T23:17:49Z Default branch: main Fork: yes Parent repository: nebius/slurm-deb-packages Archived: no README: Slurm Debian Package Builder This repository automates the process of building Debian packages for [Slurm](https://www.schedmd.com/slurm/why-slurm/) and [NVIDIA NCCL](https://github.com/NVIDIA/nccl). It also builds binary files for running [NCCL tests](https://github.com/NVIDIA/nccl-tests). Slurm is built using default options, with support for some additional libraries, such as [OpenPMIx (v5)](https://github.com/openpmix/openpmix). Overview Slurm is a highly scalable cluster management and job scheduling system for Linux clusters. To facilitate its installation and integration into Debian-based systems, this repository provides automated scripts to build `.deb` packages for Slurm and some of its key dependencies, including OpenPMIx and NCCL. Additionally, binary files for running NCCL tests are built to verify and benchmark the performance of the NCCL library in various..."},"evidence_pages":[{"url":"https://github.com/togethercomputer/slurm-deb-packages","final_url":"https://github.com/togethercomputer/slurm-deb-packages","title":"togethercomputer/slurm-deb-packages repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:43:17.472672+00:00","bytes":22761,"raw_path":"4d20268eaac36fedfa8d61ca25849439c6494c0f855aeba01df584b31d906bae.json","content_hash":"72195fb014eed6946c9ef25a8aac35fae7fb6320ad72d9ac8296f36efa381318","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/slurm-deb-packages Description: Slurm debian packages Language: Dockerfile License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-01-27T21:02:08Z Pushed: 2026-02-21T23:17:49Z Default branch: main Fork: yes Parent repository: nebius/slurm-deb-packages Archived: no README: Slurm Debian Package Builder This repository automates the process of building Debian packages for [Slurm](https://www.schedmd.com/slurm/why-slurm/) and [NVIDIA NCCL](https://github.com/NVIDIA/nccl). It also builds binary files for running [NCCL tests](https://github.com/NVIDIA/nccl-tests). Slurm is built using default options, with support for some additional libraries, such as [OpenPMIx (v5)](https://github.com/openpmix/openpmix). Overview Slurm is a highly scalable cluster management and job scheduling system for Linux clusters. To facilitate its installation and integration into Debian-based systems, this repository provides automated scripts to build `.deb` packages for Slurm and some of its key dependencies, including OpenPMIx and NCCL. Additionally, binary files for running NCCL tests are built to verify and benchmark the performance of the NCCL library in various..."}],"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"}]}