{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Release: OpenBMB/VoxCPM 2.0.3","description":"OpenBMB (MiniCPM) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/faed1570-3a46-461e-a193-9826691ee20f","json_url":"https://onlylabs.fyi/signals/faed1570-3a46-461e-a193-9826691ee20f/signal.json","generated_at":"2026-06-11T03:17:12.942072+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/faed1570-3a46-461e-a193-9826691ee20f","signal_json":"https://onlylabs.fyi/signals/faed1570-3a46-461e-a193-9826691ee20f/signal.json","source":"https://github.com/OpenBMB/VoxCPM/releases/tag/2.0.3","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/VoxCPM 2.0.3 (OpenBMB/VoxCPM). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version update of a model, likely routine · v2.0.3: fine-tuning validation, runtime stability, and streaming improvements Repository: OpenBMB/VoxCPM Tag: 2.0.3 Published: 2026-05-11T11:59:20Z Prerelease: no.... 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/VoxCPM/releases/tag/2.0.3","source_host":"github.com","occurred_at":"2026-05-11T11:59:20+00:00","first_seen_at":"2026-06-05T20:58:51.434713+00:00","date_source":"source","context":"OpenBMB/VoxCPM"},"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/VoxCPM","source":"source"},{"label":"Release","value":"v2.0.3: fine-tuning validation, runtime stability, and streaming improvements","source":"source"},{"label":"Notability","value":"Minor version update of a model, likely routine","source":"signal"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/VoxCPM/releases/tag/2.0.3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:12.942072+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/faed1570-3a46-461e-a193-9826691ee20f/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/faed1570-3a46-461e-a193-9826691ee20f/signal.json","required":true},{"label":"source","url":"https://github.com/OpenBMB/VoxCPM/releases/tag/2.0.3","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/VoxCPM 2.0.3\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/VoxCPM 2.0.3","text":"OpenBMB (MiniCPM) released OpenBMB/VoxCPM 2.0.3."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"is classified as","object":"release signal","text":"OpenBMB/VoxCPM 2.0.3 is classified as release signal."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"belongs to","object":"releases desk","text":"OpenBMB/VoxCPM 2.0.3 belongs to releases desk."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has context","object":"OpenBMB/VoxCPM","text":"OpenBMB/VoxCPM 2.0.3 has context OpenBMB/VoxCPM."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/VoxCPM 2.0.3 has evidence coverage 1 captured evidence page."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has captured page count","object":"1","text":"OpenBMB/VoxCPM 2.0.3 has captured page count 1."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has readable page count","object":"1","text":"OpenBMB/VoxCPM 2.0.3 has readable page count 1."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has related signal count","object":"6","text":"OpenBMB/VoxCPM 2.0.3 has related signal count 6."},{"subject":"OpenBMB/VoxCPM 2.0.3","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/VoxCPM 2.0.3 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has source host","object":"github.com","text":"OpenBMB/VoxCPM 2.0.3 has source host github.com."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"OpenBMB/VoxCPM 2.0.3 has lab OpenBMB (MiniCPM)."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has signal desk","object":"releases","text":"OpenBMB/VoxCPM 2.0.3 has signal desk releases."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has source host","object":"github.com","text":"OpenBMB/VoxCPM 2.0.3 has source host github.com."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has repository","object":"OpenBMB/VoxCPM","text":"OpenBMB/VoxCPM 2.0.3 has repository OpenBMB/VoxCPM."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has release","object":"v2.0.3: fine-tuning validation, runtime stability, and streaming improvements","text":"OpenBMB/VoxCPM 2.0.3 has release v2.0.3: fine-tuning validation, runtime stability, and streaming improvements."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has notability","object":"Minor version update of a model, likely routine","text":"OpenBMB/VoxCPM 2.0.3 has notability Minor version update of a model, likely routine."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has watch term","object":"Data pipeline","text":"OpenBMB/VoxCPM 2.0.3 has watch term Data pipeline."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has watch term","object":"Infrastructure","text":"OpenBMB/VoxCPM 2.0.3 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"OpenBMB (MiniCPM) published OpenBMB/VoxCPM 2.0.3 (OpenBMB/VoxCPM). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor version update of a model, likely routine · v2.0.3: fine-tuning validation, runtime stability, and streaming improvements Repository: OpenBMB/VoxCPM Tag: 2.0.3 Published: 2026-05-11T11:59:20Z Prerelease: no.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"released","object":"OpenBMB/VoxCPM 2.0.3","text":"OpenBMB (MiniCPM) released OpenBMB/VoxCPM 2.0.3."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"is classified as","object":"release signal","text":"OpenBMB/VoxCPM 2.0.3 is classified as release signal."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"belongs to","object":"releases desk","text":"OpenBMB/VoxCPM 2.0.3 belongs to releases desk."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has context","object":"OpenBMB/VoxCPM","text":"OpenBMB/VoxCPM 2.0.3 has context OpenBMB/VoxCPM."},{"subject":"OpenBMB/VoxCPM 2.0.3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenBMB/VoxCPM 2.0.3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"faed1570-3a46-461e-a193-9826691ee20f","url":"https://onlylabs.fyi/signals/faed1570-3a46-461e-a193-9826691ee20f","json_url":"https://onlylabs.fyi/signals/faed1570-3a46-461e-a193-9826691ee20f/signal.json","source_url":"https://github.com/OpenBMB/VoxCPM/releases/tag/2.0.3","title":"OpenBMB/VoxCPM 2.0.3","summary":"OpenBMB (MiniCPM) published release notes. onlylabs watches releases for what actually shipped.","context":"OpenBMB/VoxCPM","kind":{"key":"release","label":"Release"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-11T11:59:20+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/VoxCPM/releases/tag/2.0.3"]},"facets":{"repo":"OpenBMB/VoxCPM"},"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/VoxCPM/releases/tag/2.0.3","final_url":"https://github.com/OpenBMB/VoxCPM/releases/tag/2.0.3","title":"OpenBMB/VoxCPM 2.0.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:12.942072+00:00","bytes":5960,"raw_path":"2aea37522ae94eba4274552e2a7f033cdcdf5180eadb53ba161038bdb13b876d.json","content_hash":"7d76cec0a1bd223da5eedff5e03e9c0684bd6992206faf4f356454cbfade3c79","excerpt_chars":1200,"truncated":true,"excerpt":"v2.0.3: fine-tuning validation, runtime stability, and streaming improvements Repository: OpenBMB/VoxCPM Tag: 2.0.3 Published: 2026-05-11T11:59:20Z Prerelease: no Release notes: VoxCPM v2.0.3 This release focuses on fine-tuning usability, runtime stability, safer LoRA loading, and faster streaming inference. Highlights - Added `voxcpm validate` for pre-flight JSONL training manifest validation. - Added optional `ref_audio` support in the fine-tuning data pipeline. - Improved runtime device handling with explicit `--device` support and safer MPS dtype behavior. - Improved VoxCPM2 streaming VAE decoding by avoiding redundant overlap decoding. - Hardened legacy LoRA checkpoint loading with `weights_only=True`. - Fixed LoRA rank mismatch handling in `lora_ft_webui.py`. New Features - Add `voxcpm validate --manifest train.jsonl` to catch training data issues before fine-tuning. - Validates JSONL format, required `text`/`audio` fields, audio existence/readability, sample rate, duration stats, text length stats, and optional `ref_audio`. - Add optional `ref_audio` support for fine-tuning manifests. - Training packing now supports `[103, ref_audio, 104, text, 101, target_audio, 102]`. -..."},"evidence_pages":[{"url":"https://github.com/OpenBMB/VoxCPM/releases/tag/2.0.3","final_url":"https://github.com/OpenBMB/VoxCPM/releases/tag/2.0.3","title":"OpenBMB/VoxCPM 2.0.3","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:12.942072+00:00","bytes":5960,"raw_path":"2aea37522ae94eba4274552e2a7f033cdcdf5180eadb53ba161038bdb13b876d.json","content_hash":"7d76cec0a1bd223da5eedff5e03e9c0684bd6992206faf4f356454cbfade3c79","excerpt_chars":1200,"truncated":true,"excerpt":"v2.0.3: fine-tuning validation, runtime stability, and streaming improvements Repository: OpenBMB/VoxCPM Tag: 2.0.3 Published: 2026-05-11T11:59:20Z Prerelease: no Release notes: VoxCPM v2.0.3 This release focuses on fine-tuning usability, runtime stability, safer LoRA loading, and faster streaming inference. Highlights - Added `voxcpm validate` for pre-flight JSONL training manifest validation. - Added optional `ref_audio` support in the fine-tuning data pipeline. - Improved runtime device handling with explicit `--device` support and safer MPS dtype behavior. - Improved VoxCPM2 streaming VAE decoding by avoiding redundant overlap decoding. - Hardened legacy LoRA checkpoint loading with `weights_only=True`. - Fixed LoRA rank mismatch handling in `lora_ft_webui.py`. New Features - Add `voxcpm validate --manifest train.jsonl` to catch training data issues before fine-tuning. - Validates JSONL format, required `text`/`audio` fields, audio existence/readability, sample rate, duration stats, text length stats, and optional `ref_audio`. - Add optional `ref_audio` support for fine-tuning manifests. - Training packing now supports `[103, ref_audio, 104, text, 101, target_audio, 102]`. -..."}],"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"}]}