{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Fork: NousResearch/RL","description":"Nous Research fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c908cced-c9d6-467a-9da6-08a2a4218c79","json_url":"https://onlylabs.fyi/signals/c908cced-c9d6-467a-9da6-08a2a4218c79/signal.json","generated_at":"2026-06-11T02:42:59.825998+00:00","org":{"slug":"nous","name":"Nous Research","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/nous","dossier_json_url":"https://onlylabs.fyi/labs/nous/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c908cced-c9d6-467a-9da6-08a2a4218c79","signal_json":"https://onlylabs.fyi/signals/c908cced-c9d6-467a-9da6-08a2a4218c79/signal.json","source":"https://github.com/NousResearch/RL","lab_dossier":"https://onlylabs.fyi/labs/nous","lab_dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis":"https://onlylabs.fyi/analysis/nous","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Nous Research forked NousResearch/RL (forked from NVIDIA-NeMo/RL). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/RL · parent NVIDIA-NeMo/RL · low stars routine fork. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/NousResearch/RL","source_host":"github.com","occurred_at":"2026-04-03T14:35:01+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source","context":"forked from NVIDIA-NeMo/RL"},"context_markers":[{"label":"Lab","value":"Nous Research","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NousResearch/RL","source":"source"},{"label":"Parent","value":"NVIDIA-NeMo/RL","source":"source"},{"label":"Stars","value":"11","source":"traction"},{"label":"Notability","value":"low stars routine fork","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/NousResearch/RL"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:59.825998+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c908cced-c9d6-467a-9da6-08a2a4218c79/signal.json","dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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/c908cced-c9d6-467a-9da6-08a2a4218c79/signal.json","required":true},{"label":"source","url":"https://github.com/NousResearch/RL","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nous/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nous/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","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 Nous Research's fork signal \"NousResearch/RL\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/RL","text":"Nous Research forked NousResearch/RL."},{"subject":"NousResearch/RL","predicate":"is classified as","object":"fork signal","text":"NousResearch/RL is classified as fork signal."},{"subject":"NousResearch/RL","predicate":"belongs to","object":"forks desk","text":"NousResearch/RL belongs to forks desk."},{"subject":"NousResearch/RL","predicate":"has context","object":"forked from NVIDIA-NeMo/RL","text":"NousResearch/RL has context forked from NVIDIA-NeMo/RL."},{"subject":"NousResearch/RL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/RL has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/RL","predicate":"has captured page count","object":"1","text":"NousResearch/RL has captured page count 1."},{"subject":"NousResearch/RL","predicate":"has readable page count","object":"1","text":"NousResearch/RL has readable page count 1."},{"subject":"NousResearch/RL","predicate":"has related signal count","object":"6","text":"NousResearch/RL has related signal count 6."},{"subject":"NousResearch/RL","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":"NousResearch/RL 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":"NousResearch/RL","predicate":"has source host","object":"github.com","text":"NousResearch/RL has source host github.com."},{"subject":"NousResearch/RL","predicate":"has lab","object":"Nous Research","text":"NousResearch/RL has lab Nous Research."},{"subject":"NousResearch/RL","predicate":"has signal desk","object":"forks","text":"NousResearch/RL has signal desk forks."},{"subject":"NousResearch/RL","predicate":"has source host","object":"github.com","text":"NousResearch/RL has source host github.com."},{"subject":"NousResearch/RL","predicate":"has repository","object":"NousResearch/RL","text":"NousResearch/RL has repository NousResearch/RL."},{"subject":"NousResearch/RL","predicate":"has parent","object":"NVIDIA-NeMo/RL","text":"NousResearch/RL has parent NVIDIA-NeMo/RL."},{"subject":"NousResearch/RL","predicate":"has stars","object":"11","text":"NousResearch/RL has stars 11."},{"subject":"NousResearch/RL","predicate":"has notability","object":"low stars routine fork","text":"NousResearch/RL has notability low stars routine fork."},{"subject":"NousResearch/RL","predicate":"has watch term","object":"RL environments","text":"NousResearch/RL has watch term RL environments."}]},"intelligence":{"signal_desk":"forks","answer":"Nous Research forked NousResearch/RL (forked from NVIDIA-NeMo/RL). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/RL · parent NVIDIA-NeMo/RL · low stars routine fork. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/RL","text":"Nous Research forked NousResearch/RL."},{"subject":"NousResearch/RL","predicate":"is classified as","object":"fork signal","text":"NousResearch/RL is classified as fork signal."},{"subject":"NousResearch/RL","predicate":"belongs to","object":"forks desk","text":"NousResearch/RL belongs to forks desk."},{"subject":"NousResearch/RL","predicate":"has context","object":"forked from NVIDIA-NeMo/RL","text":"NousResearch/RL has context forked from NVIDIA-NeMo/RL."},{"subject":"NousResearch/RL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/RL has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c908cced-c9d6-467a-9da6-08a2a4218c79","url":"https://onlylabs.fyi/signals/c908cced-c9d6-467a-9da6-08a2a4218c79","json_url":"https://onlylabs.fyi/signals/c908cced-c9d6-467a-9da6-08a2a4218c79/signal.json","source_url":"https://github.com/NousResearch/RL","title":"NousResearch/RL","summary":"Nous Research forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from NVIDIA-NeMo/RL","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous 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Stars](https://img.shields.io/github/stars/NVIDIA-NeMo/RL.svg?style=social&label=Star&cacheSeconds=14400)](https://github.com/NVIDIA-NeMo/RL/stargazers/) [Documentation](https://docs.nvidia.com/nemo/rl/latest/index.html) | [Discussions](https://github.com/NVIDIA-NeMo/RL/discussions/categories/announcements) | [Contributing](https://github.com/NVIDIA-NeMo/RL/blob/main/CONTRIBUTING.md) </div> 📣 News * [03/12/2026] GDPO Support * Enabling [Group reward-Decoupled Normalization Policy Optimization](https://arxiv.org/abs/2601.05242) (GDPO) for multi-reward RL training is now supported. * Example:..."},"evidence_pages":[{"url":"https://github.com/NousResearch/RL","final_url":"https://github.com/NousResearch/RL","title":"NousResearch/RL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:59.825998+00:00","bytes":53568,"raw_path":"03030455953bb13a6c489c1ecc39d6acb4818f3d333044d2fb01fe11f8a6ab30.json","content_hash":"30e358888030ed6809172c05392d9a8943f88d86974b03d2afa83ec00b82f0af","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/RL Description: Scalable toolkit for efficient model reinforcement License: Apache-2.0 Stars: 11 Forks: 2 Open issues: 1 Created: 2026-04-03T14:35:01Z Pushed: 2026-06-04T18:36:40Z Default branch: main Fork: yes Parent repository: NVIDIA-NeMo/RL Archived: no README: <div align=\"center\"> NeMo RL: A Scalable and Efficient Post-Training Library [![CICD NeMo RL](https://github.com/NVIDIA-NeMo/RL/actions/workflows/cicd-main.yml/badge.svg?branch=main&event=schedule)](https://github.com/NVIDIA-NeMo/RL/actions/workflows/cicd-main.yml) [![GitHub Stars](https://img.shields.io/github/stars/NVIDIA-NeMo/RL.svg?style=social&label=Star&cacheSeconds=14400)](https://github.com/NVIDIA-NeMo/RL/stargazers/) [Documentation](https://docs.nvidia.com/nemo/rl/latest/index.html) | [Discussions](https://github.com/NVIDIA-NeMo/RL/discussions/categories/announcements) | [Contributing](https://github.com/NVIDIA-NeMo/RL/blob/main/CONTRIBUTING.md) </div> 📣 News * [03/12/2026] GDPO Support * Enabling [Group reward-Decoupled Normalization Policy Optimization](https://arxiv.org/abs/2601.05242) (GDPO) for multi-reward RL training is now supported. * Example:..."}],"related_signals":[{"id":"007a4fd1-4440-4405-853a-0a96c587ccb2","url":"https://onlylabs.fyi/signals/007a4fd1-4440-4405-853a-0a96c587ccb2","source_url":"https://github.com/NousResearch/Automodel","title":"NousResearch/Automodel","context":"forked from NVIDIA-NeMo/Automodel","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous 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