{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Release: OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","description":"OpenBMB (MiniCPM) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/bf06a680-6be1-48c7-bb14-968b4c46e22e","json_url":"https://onlylabs.fyi/signals/bf06a680-6be1-48c7-bb14-968b4c46e22e/signal.json","generated_at":"2026-06-11T03:17:12.752419+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/bf06a680-6be1-48c7-bb14-968b4c46e22e","signal_json":"https://onlylabs.fyi/signals/bf06a680-6be1-48c7-bb14-968b4c46e22e/signal.json","source":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0","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/MiniCPM-V-Apps harmonyos-v2.0 (OpenBMB/MiniCPM-V-Apps). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine app release, not major model · HarmonyOS v2.0 Repository: OpenBMB/MiniCPM-V-Apps Tag: harmonyos-v2.0 Published: 2026-05-14T16:44:58Z Prerelease: no Release notes: MiniCPM-V Demo for HarmonyOS NEXT —.... 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/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0","source_host":"github.com","occurred_at":"2026-05-14T16:44:58+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source","context":"OpenBMB/MiniCPM-V-Apps"},"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/MiniCPM-V-Apps","source":"source"},{"label":"Release","value":"HarmonyOS v2.0","source":"source"},{"label":"Notability","value":"Routine app release, not major model","source":"signal"},{"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/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:12.752419+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bf06a680-6be1-48c7-bb14-968b4c46e22e/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/bf06a680-6be1-48c7-bb14-968b4c46e22e/signal.json","required":true},{"label":"source","url":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0","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/MiniCPM-V-Apps harmonyos-v2.0\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","text":"OpenBMB (MiniCPM) released OpenBMB/MiniCPM-V-Apps harmonyos-v2.0."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"is classified as","object":"release signal","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 is classified as release signal."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"belongs to","object":"releases desk","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 belongs to releases desk."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has context","object":"OpenBMB/MiniCPM-V-Apps","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has context OpenBMB/MiniCPM-V-Apps."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has evidence coverage 1 captured evidence page."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has captured page count","object":"1","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has captured page count 1."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has readable page count","object":"1","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has readable page count 1."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has related signal count","object":"6","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has related signal count 6."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","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/MiniCPM-V-Apps harmonyos-v2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has source host","object":"github.com","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has source host github.com."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has lab OpenBMB (MiniCPM)."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has signal desk","object":"releases","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has signal desk releases."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has source host","object":"github.com","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has source host github.com."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has repository","object":"OpenBMB/MiniCPM-V-Apps","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has repository OpenBMB/MiniCPM-V-Apps."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has release","object":"HarmonyOS v2.0","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has release HarmonyOS v2.0."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has notability","object":"Routine app release, not major model","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has notability Routine app release, not major model."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has watch term","object":"Infrastructure","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"OpenBMB (MiniCPM) published OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 (OpenBMB/MiniCPM-V-Apps). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine app release, not major model · HarmonyOS v2.0 Repository: OpenBMB/MiniCPM-V-Apps Tag: harmonyos-v2.0 Published: 2026-05-14T16:44:58Z Prerelease: no Release notes: MiniCPM-V Demo for HarmonyOS NEXT —.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","text":"OpenBMB (MiniCPM) released OpenBMB/MiniCPM-V-Apps harmonyos-v2.0."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"is classified as","object":"release signal","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 is classified as release signal."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"belongs to","object":"releases desk","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 belongs to releases desk."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has context","object":"OpenBMB/MiniCPM-V-Apps","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has context OpenBMB/MiniCPM-V-Apps."},{"subject":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"bf06a680-6be1-48c7-bb14-968b4c46e22e","url":"https://onlylabs.fyi/signals/bf06a680-6be1-48c7-bb14-968b4c46e22e","json_url":"https://onlylabs.fyi/signals/bf06a680-6be1-48c7-bb14-968b4c46e22e/signal.json","source_url":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0","title":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","summary":"OpenBMB (MiniCPM) published release notes. onlylabs watches releases for what actually shipped.","context":"OpenBMB/MiniCPM-V-Apps","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-14T16:44:58+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/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0"]},"facets":{"repo":"OpenBMB/MiniCPM-V-Apps"},"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/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0","final_url":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0","title":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:12.752419+00:00","bytes":6342,"raw_path":"d9e5b046c0cd91cda31c1e103517b6bb75f988637b5a4899c8f74cb9621ddd49.json","content_hash":"8fc8c5ed42414b18c75c9b5629a34bcc2111fa216d853601e8c3786245a3170e","excerpt_chars":1200,"truncated":true,"excerpt":"HarmonyOS v2.0 Repository: OpenBMB/MiniCPM-V-Apps Tag: harmonyos-v2.0 Published: 2026-05-14T16:44:58Z Prerelease: no Release notes: MiniCPM-V Demo for HarmonyOS NEXT — v2.0 Major release. Brings the HarmonyOS port in lock-step with the new Android v2.0 / iOS v2.0 codebase, and folds in the **never-released v1.3 video-understanding** work as a bonus. What's new (vs the public [v1.2](https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v1.2)) **🧩 Master mtmd bridge (`MBMtmd`)** - Native layer is rebuilt on top of llama.cpp **master**'s `mtmd` (multimodal) implementation. Same code path now drives iOS, Android, and HarmonyOS — the three platforms stay in lock-step from this version onward. - `ubatch` is now **tier-aware**: split sizes adapt to device class so low-end SoCs no longer choke during prefill. **🌐 Racing dual-source download** - The in-app **Model Manager** races **HuggingFace** and **ModelScope** in parallel and uses whichever responds first. Massive win on networks where one of the two CDNs is slow or unreachable; cancels the loser to avoid wasting bandwidth. **🎞 Video understanding** (carried over from the unreleased v1.3) - Sample up to **64 frames..."},"evidence_pages":[{"url":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0","final_url":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v2.0","title":"OpenBMB/MiniCPM-V-Apps harmonyos-v2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:12.752419+00:00","bytes":6342,"raw_path":"d9e5b046c0cd91cda31c1e103517b6bb75f988637b5a4899c8f74cb9621ddd49.json","content_hash":"8fc8c5ed42414b18c75c9b5629a34bcc2111fa216d853601e8c3786245a3170e","excerpt_chars":1200,"truncated":true,"excerpt":"HarmonyOS v2.0 Repository: OpenBMB/MiniCPM-V-Apps Tag: harmonyos-v2.0 Published: 2026-05-14T16:44:58Z Prerelease: no Release notes: MiniCPM-V Demo for HarmonyOS NEXT — v2.0 Major release. Brings the HarmonyOS port in lock-step with the new Android v2.0 / iOS v2.0 codebase, and folds in the **never-released v1.3 video-understanding** work as a bonus. What's new (vs the public [v1.2](https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v1.2)) **🧩 Master mtmd bridge (`MBMtmd`)** - Native layer is rebuilt on top of llama.cpp **master**'s `mtmd` (multimodal) implementation. Same code path now drives iOS, Android, and HarmonyOS — the three platforms stay in lock-step from this version onward. - `ubatch` is now **tier-aware**: split sizes adapt to device class so low-end SoCs no longer choke during prefill. **🌐 Racing dual-source download** - The in-app **Model Manager** races **HuggingFace** and **ModelScope** in parallel and uses whichever responds first. Massive win on networks where one of the two CDNs is slow or unreachable; cancels the loser to avoid wasting bandwidth. **🎞 Video understanding** (carried over from the unreleased v1.3) - Sample up to **64 frames..."}],"related_signals":[{"id":"79b99986-f963-41ef-8c1c-e0aade1e6fe6","url":"https://onlylabs.fyi/signals/79b99986-f963-41ef-8c1c-e0aade1e6fe6","source_url":"https://github.com/OpenBMB/PilotDeck/releases/tag/v0.1.0","title":"OpenBMB/PilotDeck v0.1.0","context":"OpenBMB/PilotDeck","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-06-10T09:08:12+00:00","first_seen_at":"2026-06-10T09:18:53.348789+00:00","date_source":"source"},{"id":"6145f786-64e7-4466-9a37-e59cdcba6830","url":"https://onlylabs.fyi/signals/6145f786-64e7-4466-9a37-e59cdcba6830","source_url":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/v2.3","title":"OpenBMB/MiniCPM-V-Apps v2.3","context":"OpenBMB/MiniCPM-V-Apps","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-06-05T16:35:31+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source"},{"id":"13452602-0185-43f4-bd92-c1a3a624da64","url":"https://onlylabs.fyi/signals/13452602-0185-43f4-bd92-c1a3a624da64","source_url":"https://github.com/OpenBMB/MiniCPM-Desk-Pet/releases/tag/v0.7.3","title":"OpenBMB/MiniCPM-Desk-Pet v0.7.3","context":"OpenBMB/MiniCPM-Desk-Pet","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-28T14:08:06+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source"},{"id":"3916a112-1c5b-4fbd-9e87-bc44f2504103","url":"https://onlylabs.fyi/signals/3916a112-1c5b-4fbd-9e87-bc44f2504103","source_url":"https://github.com/OpenBMB/MiniCPM-Desk-Pet/releases/tag/v0.7.2","title":"OpenBMB/MiniCPM-Desk-Pet v0.7.2","context":"OpenBMB/MiniCPM-Desk-Pet","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-26T14:55:28+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source"},{"id":"1b469515-2f3b-4883-a3ed-2b55ae2555d0","url":"https://onlylabs.fyi/signals/1b469515-2f3b-4883-a3ed-2b55ae2555d0","source_url":"https://github.com/OpenBMB/MiniCPM/releases/tag/5.0","title":"OpenBMB/MiniCPM 5.0","context":"OpenBMB/MiniCPM","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-26T02:48:10+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source"},{"id":"bb452cdf-8f4b-4c30-a762-fa6c251db013","url":"https://onlylabs.fyi/signals/bb452cdf-8f4b-4c30-a762-fa6c251db013","source_url":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/harmonyos-v2.2","title":"OpenBMB/MiniCPM-V-Apps 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"}]}