{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Release: OpenBMB/BMTrain v0.2.3","description":"OpenBMB (MiniCPM) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6986edba-c3c1-4774-bb8b-0577bf24bfbe","json_url":"https://onlylabs.fyi/signals/6986edba-c3c1-4774-bb8b-0577bf24bfbe/signal.json","generated_at":"2026-06-11T03:17:16.502219+00:00","org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/openbmb","dossier_json_url":"https://onlylabs.fyi/labs/openbmb/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/6986edba-c3c1-4774-bb8b-0577bf24bfbe","signal_json":"https://onlylabs.fyi/signals/6986edba-c3c1-4774-bb8b-0577bf24bfbe/signal.json","source":"https://github.com/OpenBMB/BMTrain/releases/tag/v0.2.3","lab_dossier":"https://onlylabs.fyi/labs/openbmb","lab_dossier_json":"https://onlylabs.fyi/labs/openbmb/dossier.json","analysis":"https://onlylabs.fyi/analysis/openbmb","analysis_json":"https://onlylabs.fyi/analysis/openbmb/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openbmb/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/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"OpenBMB (MiniCPM) published OpenBMB/BMTrain v0.2.3 (OpenBMB/BMTrain). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: BMTrain v0.2.3 Repository: OpenBMB/BMTrain Tag: v0.2.3 Published: 2023-08-17T07:49:23Z Prerelease: no Release notes: What's Changed * Get rid of torch cpp extension when.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/OpenBMB/BMTrain/releases/tag/v0.2.3","source_host":"github.com","occurred_at":"2023-08-17T07:49:23+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source","context":"OpenBMB/BMTrain"},"context_markers":[{"label":"Lab","value":"OpenBMB (MiniCPM)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"OpenBMB/BMTrain","source":"source"},{"label":"Release","value":"BMTrain v0.2.3","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/OpenBMB/BMTrain/releases/tag/v0.2.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:16.502219+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6986edba-c3c1-4774-bb8b-0577bf24bfbe/signal.json","dossier_json":"https://onlylabs.fyi/labs/openbmb/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/openbmb/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openbmb/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/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 model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","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/6986edba-c3c1-4774-bb8b-0577bf24bfbe/signal.json","required":true},{"label":"source","url":"https://github.com/OpenBMB/BMTrain/releases/tag/v0.2.3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openbmb/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openbmb/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/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 OpenBMB (MiniCPM)'s release signal \"OpenBMB/BMTrain v0.2.3\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/BMTrain v0.2.3","text":"OpenBMB (MiniCPM) released OpenBMB/BMTrain v0.2.3."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"is classified as","object":"release signal","text":"OpenBMB/BMTrain v0.2.3 is classified as release signal."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"belongs to","object":"releases desk","text":"OpenBMB/BMTrain v0.2.3 belongs to releases desk."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has context","object":"OpenBMB/BMTrain","text":"OpenBMB/BMTrain v0.2.3 has context OpenBMB/BMTrain."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/BMTrain v0.2.3 has evidence coverage 1 captured evidence page."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has captured page count","object":"1","text":"OpenBMB/BMTrain v0.2.3 has captured page count 1."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has readable page count","object":"1","text":"OpenBMB/BMTrain v0.2.3 has readable page count 1."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has related signal count","object":"6","text":"OpenBMB/BMTrain v0.2.3 has related signal count 6."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"OpenBMB/BMTrain v0.2.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has source host","object":"github.com","text":"OpenBMB/BMTrain v0.2.3 has source host github.com."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"OpenBMB/BMTrain v0.2.3 has lab OpenBMB (MiniCPM)."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has signal desk","object":"releases","text":"OpenBMB/BMTrain v0.2.3 has signal desk releases."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has source host","object":"github.com","text":"OpenBMB/BMTrain v0.2.3 has source host github.com."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has repository","object":"OpenBMB/BMTrain","text":"OpenBMB/BMTrain v0.2.3 has repository OpenBMB/BMTrain."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has release","object":"BMTrain v0.2.3","text":"OpenBMB/BMTrain v0.2.3 has release BMTrain v0.2.3."}]},"intelligence":{"signal_desk":"releases","answer":"OpenBMB (MiniCPM) published OpenBMB/BMTrain v0.2.3 (OpenBMB/BMTrain). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: BMTrain v0.2.3 Repository: OpenBMB/BMTrain Tag: v0.2.3 Published: 2023-08-17T07:49:23Z Prerelease: no Release notes: What's Changed * Get rid of torch cpp extension when.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/BMTrain v0.2.3","text":"OpenBMB (MiniCPM) released OpenBMB/BMTrain v0.2.3."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"is classified as","object":"release signal","text":"OpenBMB/BMTrain v0.2.3 is classified as release signal."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"belongs to","object":"releases desk","text":"OpenBMB/BMTrain v0.2.3 belongs to releases desk."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has context","object":"OpenBMB/BMTrain","text":"OpenBMB/BMTrain v0.2.3 has context OpenBMB/BMTrain."},{"subject":"OpenBMB/BMTrain v0.2.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/BMTrain v0.2.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6986edba-c3c1-4774-bb8b-0577bf24bfbe","url":"https://onlylabs.fyi/signals/6986edba-c3c1-4774-bb8b-0577bf24bfbe","json_url":"https://onlylabs.fyi/signals/6986edba-c3c1-4774-bb8b-0577bf24bfbe/signal.json","source_url":"https://github.com/OpenBMB/BMTrain/releases/tag/v0.2.3","title":"OpenBMB/BMTrain v0.2.3","summary":"OpenBMB (MiniCPM) published release notes. onlylabs watches releases for what actually shipped.","context":"OpenBMB/BMTrain","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2023-08-17T07:49:23+00:00","first_seen_at":"2026-06-05T20:58:51.434713+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/OpenBMB/BMTrain/releases/tag/v0.2.3"]},"facets":{"repo":"OpenBMB/BMTrain"},"traction":{"github_stars":null,"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/OpenBMB/BMTrain/releases/tag/v0.2.3","final_url":"https://github.com/OpenBMB/BMTrain/releases/tag/v0.2.3","title":"OpenBMB/BMTrain 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