{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Release: OpenBMB/BMTrain 0.2.2","description":"OpenBMB (MiniCPM) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9edaad87-10e2-4f28-a3bd-cac0f9b078bf","json_url":"https://onlylabs.fyi/signals/9edaad87-10e2-4f28-a3bd-cac0f9b078bf/signal.json","generated_at":"2026-06-11T03:17:16.671014+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/9edaad87-10e2-4f28-a3bd-cac0f9b078bf","signal_json":"https://onlylabs.fyi/signals/9edaad87-10e2-4f28-a3bd-cac0f9b078bf/signal.json","source":"https://github.com/OpenBMB/BMTrain/releases/tag/0.2.2","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 0.2.2 (OpenBMB/BMTrain). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: BMTrain v0.2.2 Repository: OpenBMB/BMTrain Tag: 0.2.2 Published: 2023-05-05T02:08:05Z Prerelease: no Release notes: What's Changed * Undo a deletion of detach in.... 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/0.2.2","source_host":"github.com","occurred_at":"2023-05-05T02:08:05+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 v0.2.2","source":"source"},{"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/OpenBMB/BMTrain/releases/tag/0.2.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:16.671014+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9edaad87-10e2-4f28-a3bd-cac0f9b078bf/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/9edaad87-10e2-4f28-a3bd-cac0f9b078bf/signal.json","required":true},{"label":"source","url":"https://github.com/OpenBMB/BMTrain/releases/tag/0.2.2","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 0.2.2\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/BMTrain 0.2.2","text":"OpenBMB (MiniCPM) released OpenBMB/BMTrain 0.2.2."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"is classified as","object":"release signal","text":"OpenBMB/BMTrain 0.2.2 is classified as release signal."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"belongs to","object":"releases desk","text":"OpenBMB/BMTrain 0.2.2 belongs to releases desk."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has context","object":"OpenBMB/BMTrain","text":"OpenBMB/BMTrain 0.2.2 has context OpenBMB/BMTrain."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/BMTrain 0.2.2 has evidence coverage 1 captured evidence page."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has captured page count","object":"1","text":"OpenBMB/BMTrain 0.2.2 has captured page count 1."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has readable page count","object":"1","text":"OpenBMB/BMTrain 0.2.2 has readable page count 1."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has related signal count","object":"6","text":"OpenBMB/BMTrain 0.2.2 has related signal count 6."},{"subject":"OpenBMB/BMTrain 0.2.2","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 0.2.2 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 0.2.2","predicate":"has source host","object":"github.com","text":"OpenBMB/BMTrain 0.2.2 has source host github.com."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"OpenBMB/BMTrain 0.2.2 has lab OpenBMB (MiniCPM)."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has signal desk","object":"releases","text":"OpenBMB/BMTrain 0.2.2 has signal desk releases."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has source host","object":"github.com","text":"OpenBMB/BMTrain 0.2.2 has source host github.com."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has repository","object":"OpenBMB/BMTrain","text":"OpenBMB/BMTrain 0.2.2 has repository OpenBMB/BMTrain."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has release","object":"BMTrain v0.2.2","text":"OpenBMB/BMTrain 0.2.2 has release BMTrain v0.2.2."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has watch term","object":"Infrastructure","text":"OpenBMB/BMTrain 0.2.2 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"OpenBMB (MiniCPM) published OpenBMB/BMTrain 0.2.2 (OpenBMB/BMTrain). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: BMTrain v0.2.2 Repository: OpenBMB/BMTrain Tag: 0.2.2 Published: 2023-05-05T02:08:05Z Prerelease: no Release notes: What's Changed * Undo a deletion of detach in.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/BMTrain 0.2.2","text":"OpenBMB (MiniCPM) released OpenBMB/BMTrain 0.2.2."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"is classified as","object":"release signal","text":"OpenBMB/BMTrain 0.2.2 is classified as release signal."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"belongs to","object":"releases desk","text":"OpenBMB/BMTrain 0.2.2 belongs to releases desk."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has context","object":"OpenBMB/BMTrain","text":"OpenBMB/BMTrain 0.2.2 has context OpenBMB/BMTrain."},{"subject":"OpenBMB/BMTrain 0.2.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/BMTrain 0.2.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9edaad87-10e2-4f28-a3bd-cac0f9b078bf","url":"https://onlylabs.fyi/signals/9edaad87-10e2-4f28-a3bd-cac0f9b078bf","json_url":"https://onlylabs.fyi/signals/9edaad87-10e2-4f28-a3bd-cac0f9b078bf/signal.json","source_url":"https://github.com/OpenBMB/BMTrain/releases/tag/0.2.2","title":"OpenBMB/BMTrain 0.2.2","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 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0.2.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:16.671014+00:00","bytes":3047,"raw_path":"6edcc4a42e221dd0d0f7014e81a15ed0ed564d83d32fbdfc711044cf3d11e055.json","content_hash":"bd29eed593763b5e1ea65793029945e77b7d6e9b468de6af46ab5e833fa9ef0d","excerpt_chars":1200,"truncated":false,"excerpt":"BMTrain v0.2.2 Repository: OpenBMB/BMTrain Tag: 0.2.2 Published: 2023-05-05T02:08:05Z Prerelease: no Release notes: What's Changed * Undo a deletion of detach in previous version by @Achazwl in https://github.com/OpenBMB/BMTrain/pull/69 * avoid empty state when justify scale by @Achazwl in https://github.com/OpenBMB/BMTrain/pull/68 * fix run bmtrain with one gpu without torchrun by @Achazwl in https://github.com/OpenBMB/BMTrain/pull/70 * fix inspector grad when tensor is not recorded in some layer by @Achazwl in https://github.com/OpenBMB/BMTrain/pull/90 * fix: make load stream wait default stream after init_parameters by @Achazwl 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harmonyos-v2.2","context":"OpenBMB/MiniCPM-V-Apps","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-25T16:49:51+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source"}]}