{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Fork: UpstageAI/Gym","description":"Upstage (Solar) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/96714acf-bfc6-4f25-ad4d-dcb3e019eaae","json_url":"https://onlylabs.fyi/signals/96714acf-bfc6-4f25-ad4d-dcb3e019eaae/signal.json","generated_at":"2026-06-11T02:43:16.526276+00:00","org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/upstage","dossier_json_url":"https://onlylabs.fyi/labs/upstage/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/96714acf-bfc6-4f25-ad4d-dcb3e019eaae","signal_json":"https://onlylabs.fyi/signals/96714acf-bfc6-4f25-ad4d-dcb3e019eaae/signal.json","source":"https://github.com/UpstageAI/Gym","lab_dossier":"https://onlylabs.fyi/labs/upstage","lab_dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis":"https://onlylabs.fyi/analysis/upstage","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/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":"Upstage (Solar) forked UpstageAI/Gym (forked from NVIDIA-NeMo/Gym). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo UpstageAI/Gym · parent NVIDIA-NeMo/Gym · Routine fork of a 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/UpstageAI/Gym","source_host":"github.com","occurred_at":"2026-01-31T02:52:48+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source","context":"forked from NVIDIA-NeMo/Gym"},"context_markers":[{"label":"Lab","value":"Upstage (Solar)","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"UpstageAI/Gym","source":"source"},{"label":"Parent","value":"NVIDIA-NeMo/Gym","source":"source"},{"label":"Notability","value":"Routine fork of a repo","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"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/UpstageAI/Gym"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:43:16.526276+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/96714acf-bfc6-4f25-ad4d-dcb3e019eaae/signal.json","dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/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/96714acf-bfc6-4f25-ad4d-dcb3e019eaae/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/Gym","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/upstage/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/upstage/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 Upstage (Solar)'s fork signal \"UpstageAI/Gym\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"forked","object":"UpstageAI/Gym","text":"Upstage (Solar) forked UpstageAI/Gym."},{"subject":"UpstageAI/Gym","predicate":"is classified as","object":"fork signal","text":"UpstageAI/Gym is classified as fork signal."},{"subject":"UpstageAI/Gym","predicate":"belongs to","object":"forks desk","text":"UpstageAI/Gym belongs to forks desk."},{"subject":"UpstageAI/Gym","predicate":"has context","object":"forked from NVIDIA-NeMo/Gym","text":"UpstageAI/Gym has context forked from NVIDIA-NeMo/Gym."},{"subject":"UpstageAI/Gym","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/Gym has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/Gym","predicate":"has captured page count","object":"1","text":"UpstageAI/Gym has captured page count 1."},{"subject":"UpstageAI/Gym","predicate":"has readable page count","object":"1","text":"UpstageAI/Gym has readable page count 1."},{"subject":"UpstageAI/Gym","predicate":"has related signal count","object":"6","text":"UpstageAI/Gym has related signal count 6."},{"subject":"UpstageAI/Gym","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":"UpstageAI/Gym 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":"UpstageAI/Gym","predicate":"has source host","object":"github.com","text":"UpstageAI/Gym has source host github.com."},{"subject":"UpstageAI/Gym","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/Gym has lab Upstage (Solar)."},{"subject":"UpstageAI/Gym","predicate":"has signal desk","object":"forks","text":"UpstageAI/Gym has signal desk forks."},{"subject":"UpstageAI/Gym","predicate":"has source host","object":"github.com","text":"UpstageAI/Gym has source host github.com."},{"subject":"UpstageAI/Gym","predicate":"has repository","object":"UpstageAI/Gym","text":"UpstageAI/Gym has repository UpstageAI/Gym."},{"subject":"UpstageAI/Gym","predicate":"has parent","object":"NVIDIA-NeMo/Gym","text":"UpstageAI/Gym has parent NVIDIA-NeMo/Gym."},{"subject":"UpstageAI/Gym","predicate":"has notability","object":"Routine fork of a repo","text":"UpstageAI/Gym has notability Routine fork of a repo."},{"subject":"UpstageAI/Gym","predicate":"has watch term","object":"RL environments","text":"UpstageAI/Gym has watch term RL environments."},{"subject":"UpstageAI/Gym","predicate":"has watch term","object":"Eval methodology","text":"UpstageAI/Gym has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Upstage (Solar) forked UpstageAI/Gym (forked from NVIDIA-NeMo/Gym). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo UpstageAI/Gym · parent NVIDIA-NeMo/Gym · Routine fork of a repo. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"forked","object":"UpstageAI/Gym","text":"Upstage (Solar) forked UpstageAI/Gym."},{"subject":"UpstageAI/Gym","predicate":"is classified as","object":"fork signal","text":"UpstageAI/Gym is classified as fork signal."},{"subject":"UpstageAI/Gym","predicate":"belongs to","object":"forks desk","text":"UpstageAI/Gym belongs to forks desk."},{"subject":"UpstageAI/Gym","predicate":"has context","object":"forked from NVIDIA-NeMo/Gym","text":"UpstageAI/Gym has context forked from NVIDIA-NeMo/Gym."},{"subject":"UpstageAI/Gym","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/Gym has evidence coverage 1 captured evidence page."}]},"signal":{"id":"96714acf-bfc6-4f25-ad4d-dcb3e019eaae","url":"https://onlylabs.fyi/signals/96714acf-bfc6-4f25-ad4d-dcb3e019eaae","json_url":"https://onlylabs.fyi/signals/96714acf-bfc6-4f25-ad4d-dcb3e019eaae/signal.json","source_url":"https://github.com/UpstageAI/Gym","title":"UpstageAI/Gym","summary":"Upstage (Solar) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from NVIDIA-NeMo/Gym","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-01-31T02:52:48+00:00","first_seen_at":"2026-06-05T22:32:23.278679+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/UpstageAI/Gym"]},"facets":{"repo":"UpstageAI/Gym","parent":"NVIDIA-NeMo/Gym"},"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/UpstageAI/Gym","final_url":"https://github.com/UpstageAI/Gym","title":"UpstageAI/Gym repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:43:16.526276+00:00","bytes":33138,"raw_path":"fa5b665f88a41b744b6f9311e2002fa2ea57a71319b82c18e36c500589014bb4.json","content_hash":"a05d7609b880f727a449c6d8a6d263a9e9e04c78c63bfd69f09d7617c063bba4","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/Gym Description: Build RL environments for LLM training License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 16 Created: 2026-01-31T02:52:48Z Pushed: 2026-04-26T01:18:54Z Default branch: main Fork: yes Parent repository: NVIDIA-NeMo/Gym Archived: no README: NeMo Gym NeMo Gym is a library for building reinforcement learning (RL) training environments for large language models (LLMs). It provides infrastructure to develop environments, scale rollout collection, and integrate seamlessly with your preferred training framework. NeMo Gym is a component of the [NVIDIA NeMo Framework](https://docs.nvidia.com/nemo-framework/), NVIDIA’s GPU-accelerated platform for building and training generative AI models. 🏆 Why NeMo Gym? - Scaffolding and patterns to accelerate environment development: multi-step, multi-turn, and user modeling scenarios - Contribute environments without expert knowledge of the entire RL training loop - Test environments and throughput end-to-end, independent of the RL training loop - Interoperable with existing environments, systems, and RL training frameworks - Growing collection of training environments and datasets for Reinforcement Learning from Verifiable..."},"evidence_pages":[{"url":"https://github.com/UpstageAI/Gym","final_url":"https://github.com/UpstageAI/Gym","title":"UpstageAI/Gym repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:43:16.526276+00:00","bytes":33138,"raw_path":"fa5b665f88a41b744b6f9311e2002fa2ea57a71319b82c18e36c500589014bb4.json","content_hash":"a05d7609b880f727a449c6d8a6d263a9e9e04c78c63bfd69f09d7617c063bba4","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/Gym Description: Build RL environments for LLM training License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 16 Created: 2026-01-31T02:52:48Z Pushed: 2026-04-26T01:18:54Z Default branch: main Fork: yes Parent repository: NVIDIA-NeMo/Gym Archived: no README: NeMo Gym NeMo Gym is a library for building reinforcement learning (RL) training environments for large language models (LLMs). It provides infrastructure to develop environments, scale rollout collection, and integrate seamlessly with your preferred training framework. NeMo Gym is a component of the [NVIDIA NeMo Framework](https://docs.nvidia.com/nemo-framework/), NVIDIA’s GPU-accelerated platform for building and training generative AI models. 🏆 Why NeMo Gym? - Scaffolding and patterns to accelerate environment development: multi-step, multi-turn, and user modeling scenarios - Contribute environments without expert knowledge of the entire RL training loop - Test environments and throughput end-to-end, independent of the RL training loop - Interoperable with existing environments, systems, and RL training frameworks - Growing collection of training environments and datasets for Reinforcement Learning from Verifiable..."}],"related_signals":[{"id":"559043f9-080e-4c7f-9629-6db81b6f7215","url":"https://onlylabs.fyi/signals/559043f9-080e-4c7f-9629-6db81b6f7215","source_url":"https://github.com/UpstageAI/hermes-agent","title":"UpstageAI/hermes-agent","context":"forked from NousResearch/hermes-agent","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-06-08T02:36:18+00:00","first_seen_at":"2026-06-08T07:01:17.823748+00:00","date_source":"source"},{"id":"df5240f5-a7c7-4253-85e9-512bcba041d9","url":"https://onlylabs.fyi/signals/df5240f5-a7c7-4253-85e9-512bcba041d9","source_url":"https://github.com/UpstageAI/opencode","title":"UpstageAI/opencode","context":"forked from anomalyco/opencode","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-02-22T20:57:19+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"00a08825-977b-40e9-86f7-9d88226a2434","url":"https://onlylabs.fyi/signals/00a08825-977b-40e9-86f7-9d88226a2434","source_url":"https://github.com/UpstageAI/transformers","title":"UpstageAI/transformers","context":"forked from huggingface/transformers","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-01-09T02:49:16+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"176d8916-1297-4814-bdbc-81b010962da6","url":"https://onlylabs.fyi/signals/176d8916-1297-4814-bdbc-81b010962da6","source_url":"https://github.com/UpstageAI/vllm","title":"UpstageAI/vllm","context":"forked from vllm-project/vllm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-12-29T06:50:24+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"8a7d4f11-8520-44a7-94c7-2f6a61bb7e34","url":"https://onlylabs.fyi/signals/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34","source_url":"https://github.com/UpstageAI/tau2-bench","title":"UpstageAI/tau2-bench","context":"forked from sierra-research/tau2-bench","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-08-07T05:50:18+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"f1eed0b6-d608-40c1-b7c4-8d265c81ae53","url":"https://onlylabs.fyi/signals/f1eed0b6-d608-40c1-b7c4-8d265c81ae53","source_url":"https://github.com/UpstageAI/upstage-open-chat-test","title":"UpstageAI/upstage-open-chat-test","context":"forked from UpstageAI/upstage-open-chat","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-07-03T11:25:10+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"}]}