{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Release: OpenBMB/UltraEval-Audio v1.1","description":"OpenBMB (MiniCPM) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f47864f0-00a1-4e24-b3e4-28cc3fd9a977","json_url":"https://onlylabs.fyi/signals/f47864f0-00a1-4e24-b3e4-28cc3fd9a977/signal.json","generated_at":"2026-06-11T03:17:14.756028+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/f47864f0-00a1-4e24-b3e4-28cc3fd9a977","signal_json":"https://onlylabs.fyi/signals/f47864f0-00a1-4e24-b3e4-28cc3fd9a977/signal.json","source":"https://github.com/OpenBMB/UltraEval-Audio/releases/tag/v1.1","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/UltraEval-Audio v1.1 (OpenBMB/UltraEval-Audio). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version release of audio eval tool · v1.1 Repository: OpenBMB/UltraEval-Audio Tag: v1.1 Published: 2026-01-06T11:14:42Z Prerelease: no Release notes: - **Popular model replication**: Added replication.... 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/UltraEval-Audio/releases/tag/v1.1","source_host":"github.com","occurred_at":"2026-01-06T11:14:42+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source","context":"OpenBMB/UltraEval-Audio"},"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/UltraEval-Audio","source":"source"},{"label":"Release","value":"v1.1","source":"source"},{"label":"Notability","value":"Minor version release of audio eval tool","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"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/UltraEval-Audio/releases/tag/v1.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:14.756028+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f47864f0-00a1-4e24-b3e4-28cc3fd9a977/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/f47864f0-00a1-4e24-b3e4-28cc3fd9a977/signal.json","required":true},{"label":"source","url":"https://github.com/OpenBMB/UltraEval-Audio/releases/tag/v1.1","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/UltraEval-Audio v1.1\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/UltraEval-Audio v1.1","text":"OpenBMB (MiniCPM) released OpenBMB/UltraEval-Audio v1.1."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"is classified as","object":"release signal","text":"OpenBMB/UltraEval-Audio v1.1 is classified as release signal."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"belongs to","object":"releases desk","text":"OpenBMB/UltraEval-Audio v1.1 belongs to releases desk."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has context","object":"OpenBMB/UltraEval-Audio","text":"OpenBMB/UltraEval-Audio v1.1 has context OpenBMB/UltraEval-Audio."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/UltraEval-Audio v1.1 has evidence coverage 1 captured evidence page."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has captured page count","object":"1","text":"OpenBMB/UltraEval-Audio v1.1 has captured page count 1."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has readable page count","object":"1","text":"OpenBMB/UltraEval-Audio v1.1 has readable page count 1."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has related signal count","object":"6","text":"OpenBMB/UltraEval-Audio v1.1 has related signal count 6."},{"subject":"OpenBMB/UltraEval-Audio v1.1","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/UltraEval-Audio v1.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has source host","object":"github.com","text":"OpenBMB/UltraEval-Audio v1.1 has source host github.com."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"OpenBMB/UltraEval-Audio v1.1 has lab OpenBMB (MiniCPM)."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has signal desk","object":"releases","text":"OpenBMB/UltraEval-Audio v1.1 has signal desk releases."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has source host","object":"github.com","text":"OpenBMB/UltraEval-Audio v1.1 has source host github.com."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has repository","object":"OpenBMB/UltraEval-Audio","text":"OpenBMB/UltraEval-Audio v1.1 has repository OpenBMB/UltraEval-Audio."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has release","object":"v1.1","text":"OpenBMB/UltraEval-Audio v1.1 has release v1.1."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has notability","object":"Minor version release of audio eval tool","text":"OpenBMB/UltraEval-Audio v1.1 has notability Minor version release of audio eval tool."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has watch term","object":"Eval methodology","text":"OpenBMB/UltraEval-Audio v1.1 has watch term Eval methodology."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has watch term","object":"Infrastructure","text":"OpenBMB/UltraEval-Audio v1.1 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"OpenBMB (MiniCPM) published OpenBMB/UltraEval-Audio v1.1 (OpenBMB/UltraEval-Audio). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version release of audio eval tool · v1.1 Repository: OpenBMB/UltraEval-Audio Tag: v1.1 Published: 2026-01-06T11:14:42Z Prerelease: no Release notes: - **Popular model replication**: Added replication.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/UltraEval-Audio v1.1","text":"OpenBMB (MiniCPM) released OpenBMB/UltraEval-Audio v1.1."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"is classified as","object":"release signal","text":"OpenBMB/UltraEval-Audio v1.1 is classified as release signal."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"belongs to","object":"releases desk","text":"OpenBMB/UltraEval-Audio v1.1 belongs to releases desk."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has context","object":"OpenBMB/UltraEval-Audio","text":"OpenBMB/UltraEval-Audio v1.1 has context OpenBMB/UltraEval-Audio."},{"subject":"OpenBMB/UltraEval-Audio v1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/UltraEval-Audio v1.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f47864f0-00a1-4e24-b3e4-28cc3fd9a977","url":"https://onlylabs.fyi/signals/f47864f0-00a1-4e24-b3e4-28cc3fd9a977","json_url":"https://onlylabs.fyi/signals/f47864f0-00a1-4e24-b3e4-28cc3fd9a977/signal.json","source_url":"https://github.com/OpenBMB/UltraEval-Audio/releases/tag/v1.1","title":"OpenBMB/UltraEval-Audio v1.1","summary":"OpenBMB (MiniCPM) published release notes. onlylabs watches releases for what actually shipped.","context":"OpenBMB/UltraEval-Audio","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-01-06T11:14:42+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/UltraEval-Audio/releases/tag/v1.1"]},"facets":{"repo":"OpenBMB/UltraEval-Audio"},"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/UltraEval-Audio/releases/tag/v1.1","final_url":"https://github.com/OpenBMB/UltraEval-Audio/releases/tag/v1.1","title":"OpenBMB/UltraEval-Audio v1.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:14.756028+00:00","bytes":3087,"raw_path":"49256f46485cb0707ae5384652972f1377ecc83993bc755a235a9923e985847e.json","content_hash":"8ff8b39b5c646fb5fabc904a9706127137bc32d533753efaec1964863d9de389","excerpt_chars":1200,"truncated":false,"excerpt":"v1.1 Repository: OpenBMB/UltraEval-Audio Tag: v1.1 Published: 2026-01-06T11:14:42Z Prerelease: no Release notes: - **Popular model replication**: Added replication support for popular models, including **replication result showcases** and **one-click replication commands** (see `replication/`). - **Isolated Runtime**: Introduced an isolated inference mechanism. 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Model-specific dependencies are installed/managed automatically; inference runs in the isolated environment and communicates with the main evaluation process via **IPC**, eliminating dependency conflicts. - **Specialized model evaluation support**: Added specialized audio models for **TTS, ASR, and Audio Codec**, further expanding evaluation coverage."}],"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"}]}