{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Release: OpenBMB/MiniCPM 5.0","description":"OpenBMB (MiniCPM) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/1b469515-2f3b-4883-a3ed-2b55ae2555d0","json_url":"https://onlylabs.fyi/signals/1b469515-2f3b-4883-a3ed-2b55ae2555d0/signal.json","generated_at":"2026-06-11T03:17:12.318344+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/1b469515-2f3b-4883-a3ed-2b55ae2555d0","signal_json":"https://onlylabs.fyi/signals/1b469515-2f3b-4883-a3ed-2b55ae2555d0/signal.json","source":"https://github.com/OpenBMB/MiniCPM/releases/tag/5.0","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 5.0 (OpenBMB/MiniCPM). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New version release of notable open-source model. · MiniCPM5-1B Repository: OpenBMB/MiniCPM Tag: 5.0 Published: 2026-05-26T02:48:10Z Prerelease: no Release notes: We are releasing **MiniCPM5-1B**, the first model in the.... 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/releases/tag/5.0","source_host":"github.com","occurred_at":"2026-05-26T02:48:10+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source","context":"OpenBMB/MiniCPM"},"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","source":"source"},{"label":"Release","value":"MiniCPM5-1B","source":"source"},{"label":"Notability","value":"New version release of notable open-source model.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/OpenBMB/MiniCPM/releases/tag/5.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:12.318344+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1b469515-2f3b-4883-a3ed-2b55ae2555d0/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/1b469515-2f3b-4883-a3ed-2b55ae2555d0/signal.json","required":true},{"label":"source","url":"https://github.com/OpenBMB/MiniCPM/releases/tag/5.0","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 5.0\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/MiniCPM 5.0","text":"OpenBMB (MiniCPM) released OpenBMB/MiniCPM 5.0."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"is classified as","object":"release signal","text":"OpenBMB/MiniCPM 5.0 is classified as release signal."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"belongs to","object":"releases desk","text":"OpenBMB/MiniCPM 5.0 belongs to releases desk."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has context","object":"OpenBMB/MiniCPM","text":"OpenBMB/MiniCPM 5.0 has context OpenBMB/MiniCPM."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/MiniCPM 5.0 has evidence coverage 1 captured evidence page."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has captured page count","object":"1","text":"OpenBMB/MiniCPM 5.0 has captured page count 1."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has readable page count","object":"1","text":"OpenBMB/MiniCPM 5.0 has readable page count 1."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has related signal count","object":"6","text":"OpenBMB/MiniCPM 5.0 has related signal count 6."},{"subject":"OpenBMB/MiniCPM 5.0","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 5.0 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 5.0","predicate":"has source host","object":"github.com","text":"OpenBMB/MiniCPM 5.0 has source host github.com."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"OpenBMB/MiniCPM 5.0 has lab OpenBMB (MiniCPM)."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has signal desk","object":"releases","text":"OpenBMB/MiniCPM 5.0 has signal desk releases."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has source host","object":"github.com","text":"OpenBMB/MiniCPM 5.0 has source host github.com."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has repository","object":"OpenBMB/MiniCPM","text":"OpenBMB/MiniCPM 5.0 has repository OpenBMB/MiniCPM."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has release","object":"MiniCPM5-1B","text":"OpenBMB/MiniCPM 5.0 has release MiniCPM5-1B."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has notability","object":"New version release of notable open-source model.","text":"OpenBMB/MiniCPM 5.0 has notability New version release of notable open-source model.."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has watch term","object":"Eval methodology","text":"OpenBMB/MiniCPM 5.0 has watch term Eval methodology."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has watch term","object":"Infrastructure","text":"OpenBMB/MiniCPM 5.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"OpenBMB (MiniCPM) published OpenBMB/MiniCPM 5.0 (OpenBMB/MiniCPM). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: New version release of notable open-source model. · MiniCPM5-1B Repository: OpenBMB/MiniCPM Tag: 5.0 Published: 2026-05-26T02:48:10Z Prerelease: no Release notes: We are releasing **MiniCPM5-1B**, the first model in the.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/MiniCPM 5.0","text":"OpenBMB (MiniCPM) released OpenBMB/MiniCPM 5.0."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"is classified as","object":"release signal","text":"OpenBMB/MiniCPM 5.0 is classified as release signal."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"belongs to","object":"releases desk","text":"OpenBMB/MiniCPM 5.0 belongs to releases desk."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has context","object":"OpenBMB/MiniCPM","text":"OpenBMB/MiniCPM 5.0 has context OpenBMB/MiniCPM."},{"subject":"OpenBMB/MiniCPM 5.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/MiniCPM 5.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1b469515-2f3b-4883-a3ed-2b55ae2555d0","url":"https://onlylabs.fyi/signals/1b469515-2f3b-4883-a3ed-2b55ae2555d0","json_url":"https://onlylabs.fyi/signals/1b469515-2f3b-4883-a3ed-2b55ae2555d0/signal.json","source_url":"https://github.com/OpenBMB/MiniCPM/releases/tag/5.0","title":"OpenBMB/MiniCPM 5.0","summary":"OpenBMB (MiniCPM) published release notes. onlylabs watches releases for what actually shipped.","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","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/releases/tag/5.0"]},"facets":{"repo":"OpenBMB/MiniCPM"},"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/releases/tag/5.0","final_url":"https://github.com/OpenBMB/MiniCPM/releases/tag/5.0","title":"OpenBMB/MiniCPM 5.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:12.318344+00:00","bytes":3220,"raw_path":"77d0a26e4921005a9119f914818d21c7985be08629b2e3141ac0266860c4f5bb.json","content_hash":"3554af324e6937439e21a9bc28c68adbb52fff5d08ef7ccd3b054bf31ca96e8a","excerpt_chars":1200,"truncated":true,"excerpt":"MiniCPM5-1B Repository: OpenBMB/MiniCPM Tag: 5.0 Published: 2026-05-26T02:48:10Z Prerelease: no Release notes: We are releasing **MiniCPM5-1B**, the first model in the **MiniCPM5** series. It is a dense 1B Transformer built for on-device, local deployment, and resource-constrained scenarios, reaching 1B-class open-source SOTA. 🏆 **1B-class open-source SOTA**: MiniCPM5-1B reaches an average score of 42.57 across reasoning, knowledge, code, instruction-following, math, logic and agentic benchmarks, above the highest average score of 35.61 among strong open-source models in the same size class; its strengths are most visible in agentic tool use, code, and competition math. 🧠 **Hybrid Reasoning**: built-in `<think>` chat template, switch via `enable_thinking`. The same checkpoint serves as both a fast assistant and a deliberate reasoner. 🛠️ **Deployment / Fine-tuning Agent Skills**: the repo provides single-page cookbooks for major inference backends and fine-tuning frameworks, each paired with an [Agent Skill](./skills/) to help developers reproduce deployment and fine-tuning workflows. 🐱 **Desktop Pet**: a local-LLM desktop pet driven by MiniCPM5-1B — see [Desktop..."},"evidence_pages":[{"url":"https://github.com/OpenBMB/MiniCPM/releases/tag/5.0","final_url":"https://github.com/OpenBMB/MiniCPM/releases/tag/5.0","title":"OpenBMB/MiniCPM 5.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:12.318344+00:00","bytes":3220,"raw_path":"77d0a26e4921005a9119f914818d21c7985be08629b2e3141ac0266860c4f5bb.json","content_hash":"3554af324e6937439e21a9bc28c68adbb52fff5d08ef7ccd3b054bf31ca96e8a","excerpt_chars":1200,"truncated":true,"excerpt":"MiniCPM5-1B Repository: OpenBMB/MiniCPM Tag: 5.0 Published: 2026-05-26T02:48:10Z Prerelease: no Release notes: We are releasing **MiniCPM5-1B**, the first model in the **MiniCPM5** series. It is a dense 1B Transformer built for on-device, local deployment, and resource-constrained scenarios, reaching 1B-class open-source SOTA. 🏆 **1B-class open-source SOTA**: MiniCPM5-1B reaches an average score of 42.57 across reasoning, knowledge, code, instruction-following, math, logic and agentic benchmarks, above the highest average score of 35.61 among strong open-source models in the same size class; its strengths are most visible in agentic tool use, code, and competition math. 🧠 **Hybrid Reasoning**: built-in `<think>` chat template, switch via `enable_thinking`. The same checkpoint serves as both a fast assistant and a deliberate reasoner. 🛠️ **Deployment / Fine-tuning Agent Skills**: the repo provides single-page cookbooks for major inference backends and fine-tuning frameworks, each paired with an [Agent Skill](./skills/) to help developers reproduce deployment and fine-tuning workflows. 🐱 **Desktop Pet**: a local-LLM desktop pet driven by MiniCPM5-1B — see [Desktop..."}],"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":"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"},{"id":"0fd9afd1-1b4f-462a-a657-b92da25b3cea","url":"https://onlylabs.fyi/signals/0fd9afd1-1b4f-462a-a657-b92da25b3cea","source_url":"https://github.com/OpenBMB/MiniCPM-V-Apps/releases/tag/android-v2.2","title":"OpenBMB/MiniCPM-V-Apps android-v2.2","context":"OpenBMB/MiniCPM-V-Apps","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-25T16:49:23+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source"}]}