{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Model: openbmb/MiniCPM-SALA","description":"OpenBMB (MiniCPM) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2","json_url":"https://onlylabs.fyi/signals/c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2/signal.json","generated_at":"2026-06-11T02:49:44.347831+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/c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2","signal_json":"https://onlylabs.fyi/signals/c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2/signal.json","source":"https://huggingface.co/openbmb/MiniCPM-SALA","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-SALA. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 6.3K HF downloads · Notable model release with solid traction. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/openbmb/MiniCPM-SALA","source_host":"huggingface.co","occurred_at":"2026-02-11T07:03:05+00:00","first_seen_at":"2026-06-06T01:49:35.100048+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"OpenBMB (MiniCPM)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"text-generation","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"9.5B","source":"model"},{"label":"Downloads","value":"6.3K","source":"traction"},{"label":"Likes","value":"682","source":"traction"},{"label":"Notability","value":"Notable model release with solid traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"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://huggingface.co/openbmb/MiniCPM-SALA/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:44.347831+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2/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 shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model 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/c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2/signal.json","required":true},{"label":"source","url":"https://huggingface.co/openbmb/MiniCPM-SALA","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 model signal \"openbmb/MiniCPM-SALA\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"published model","object":"openbmb/MiniCPM-SALA","text":"OpenBMB (MiniCPM) published model openbmb/MiniCPM-SALA."},{"subject":"openbmb/MiniCPM-SALA","predicate":"is classified as","object":"model signal","text":"openbmb/MiniCPM-SALA is classified as model signal."},{"subject":"openbmb/MiniCPM-SALA","predicate":"belongs to","object":"releases desk","text":"openbmb/MiniCPM-SALA belongs to releases desk."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openbmb/MiniCPM-SALA has evidence coverage 1 captured evidence page."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has captured page count","object":"1","text":"openbmb/MiniCPM-SALA has captured page count 1."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has readable page count","object":"1","text":"openbmb/MiniCPM-SALA has readable page count 1."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has related signal count","object":"6","text":"openbmb/MiniCPM-SALA has related signal count 6."},{"subject":"openbmb/MiniCPM-SALA","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-SALA 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-SALA","predicate":"has source host","object":"huggingface.co","text":"openbmb/MiniCPM-SALA has source host huggingface.co."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"openbmb/MiniCPM-SALA has lab OpenBMB (MiniCPM)."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has signal desk","object":"releases","text":"openbmb/MiniCPM-SALA has signal desk releases."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has source host","object":"huggingface.co","text":"openbmb/MiniCPM-SALA has source host huggingface.co."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has task","object":"text-generation","text":"openbmb/MiniCPM-SALA has task text-generation."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has license","object":"apache-2.0","text":"openbmb/MiniCPM-SALA has license apache-2.0."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has library","object":"transformers","text":"openbmb/MiniCPM-SALA has library transformers."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has params","object":"9.5B","text":"openbmb/MiniCPM-SALA has params 9.5B."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has downloads","object":"6.3K","text":"openbmb/MiniCPM-SALA has downloads 6.3K."}]},"intelligence":{"signal_desk":"releases","answer":"OpenBMB (MiniCPM) published openbmb/MiniCPM-SALA. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 6.3K HF downloads · Notable model release with solid traction. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"published model","object":"openbmb/MiniCPM-SALA","text":"OpenBMB (MiniCPM) published model openbmb/MiniCPM-SALA."},{"subject":"openbmb/MiniCPM-SALA","predicate":"is classified as","object":"model signal","text":"openbmb/MiniCPM-SALA is classified as model signal."},{"subject":"openbmb/MiniCPM-SALA","predicate":"belongs to","object":"releases desk","text":"openbmb/MiniCPM-SALA belongs to releases desk."},{"subject":"openbmb/MiniCPM-SALA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openbmb/MiniCPM-SALA has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2","url":"https://onlylabs.fyi/signals/c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2","json_url":"https://onlylabs.fyi/signals/c8b91f2c-aaa2-441e-b1ff-e445fa2b85f2/signal.json","source_url":"https://huggingface.co/openbmb/MiniCPM-SALA","title":"openbmb/MiniCPM-SALA","summary":"OpenBMB (MiniCPM) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-02-11T07:03:05+00:00","first_seen_at":"2026-06-06T01:49:35.100048+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://huggingface.co/openbmb/MiniCPM-SALA/raw/main/README.md"]},"facets":{"pipeline_tag":"text-generation","license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":6328,"hf_likes":682},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/openbmb/MiniCPM-SALA/raw/main/README.md","final_url":"https://huggingface.co/openbmb/MiniCPM-SALA/raw/main/README.md","title":"openbmb/MiniCPM-SALA model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:44.347831+00:00","bytes":9398,"raw_path":"2e457742416daf1cbce1f935925f11ec8b928a6972ead09c3d850f90ad09920b.md","content_hash":"1011dc15ae0051403227e7feeaeba79f9635028549cdb105f79718e6551a1b0d","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 language: - zh - en pipeline_tag: text-generation library_name: transformers --- <div align=\"center\"> <img src=\"https://github.com/OpenBMB/MiniCPM/blob/main/assets/minicpm_logo.png?raw=true\" width=\"500em\" ></img> </div> <p align=\"center\"> <a href=\"https://github.com/OpenBMB/MiniCPM/\" target=\"_blank\">GitHub Repo</a> | <a href=\"https://github.com/OpenBMB/MiniCPM/blob/main/docs/MiniCPM_SALA.pdf\" target=\"_blank\">Technical Report</a> | <a href=\"https://mp.weixin.qq.com/s/KIhH2nCURBXuFXAtYRpuXg?poc_token=HBIsUWijxino8oJ5s6HcjcfXFRi0Xj2LJlxPYD9c\">Join Us</a> </p> <p align=\"center\"> 👋 Contact us in <a href=\"https://discord.gg/3cGQn9b3YM\" target=\"_blank\">Discord</a> and <a href=\"https://github.com/OpenBMB/MiniCPM/blob/main/assets/wechat.jpg\" target=\"_blank\">WeChat</a> </p> > [!NOTE] > ### 🏆 2026 Sparse Operator Acceleration & Race (SOAR) is Now Live! > > **\"The MiniCPM-SALA architecture is just the beginning. Realizing its full potential requires deep system-level synergy and cross-layer compilation optimization.\"** > > In collaboration with **SGLang** and **NVIDIA**, OpenBMB invites global geeks to push the boundaries of 9B-scale, 1M-token inference on **NVIDIA..."},"evidence_pages":[{"url":"https://huggingface.co/openbmb/MiniCPM-SALA/raw/main/README.md","final_url":"https://huggingface.co/openbmb/MiniCPM-SALA/raw/main/README.md","title":"openbmb/MiniCPM-SALA model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:44.347831+00:00","bytes":9398,"raw_path":"2e457742416daf1cbce1f935925f11ec8b928a6972ead09c3d850f90ad09920b.md","content_hash":"1011dc15ae0051403227e7feeaeba79f9635028549cdb105f79718e6551a1b0d","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 language: - zh - en pipeline_tag: text-generation library_name: transformers --- <div align=\"center\"> <img src=\"https://github.com/OpenBMB/MiniCPM/blob/main/assets/minicpm_logo.png?raw=true\" width=\"500em\" ></img> </div> <p align=\"center\"> <a href=\"https://github.com/OpenBMB/MiniCPM/\" target=\"_blank\">GitHub Repo</a> | <a href=\"https://github.com/OpenBMB/MiniCPM/blob/main/docs/MiniCPM_SALA.pdf\" target=\"_blank\">Technical Report</a> | <a href=\"https://mp.weixin.qq.com/s/KIhH2nCURBXuFXAtYRpuXg?poc_token=HBIsUWijxino8oJ5s6HcjcfXFRi0Xj2LJlxPYD9c\">Join Us</a> </p> <p align=\"center\"> 👋 Contact us in <a href=\"https://discord.gg/3cGQn9b3YM\" target=\"_blank\">Discord</a> and <a href=\"https://github.com/OpenBMB/MiniCPM/blob/main/assets/wechat.jpg\" target=\"_blank\">WeChat</a> </p> > [!NOTE] > ### 🏆 2026 Sparse Operator Acceleration & Race (SOAR) is Now Live! > > **\"The MiniCPM-SALA architecture is just the beginning. Realizing its full potential requires deep system-level synergy and cross-layer compilation optimization.\"** > > In collaboration with **SGLang** and **NVIDIA**, OpenBMB invites global geeks to push the boundaries of 9B-scale, 1M-token inference on **NVIDIA..."}],"related_signals":[{"id":"12094dec-3678-49ff-9a67-357cd2c648f4","url":"https://onlylabs.fyi/signals/12094dec-3678-49ff-9a67-357cd2c648f4","source_url":"https://huggingface.co/openbmb/SciCore-Omics","title":"openbmb/SciCore-Omics","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-06-03T09:49:00+00:00","first_seen_at":"2026-06-06T01:49:35.100048+00:00","date_source":"source"},{"id":"6c09972b-77c4-4e2d-b9b7-d5e9ae5fb41c","url":"https://onlylabs.fyi/signals/6c09972b-77c4-4e2d-b9b7-d5e9ae5fb41c","source_url":"https://huggingface.co/openbmb/MiniCPM5-1B","title":"openbmb/MiniCPM5-1B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-21T07:27:59+00:00","first_seen_at":"2026-06-06T01:49:35.100048+00:00","date_source":"source"},{"id":"22cee439-4f56-4eee-b821-779f63f837c3","url":"https://onlylabs.fyi/signals/22cee439-4f56-4eee-b821-779f63f837c3","source_url":"https://huggingface.co/openbmb/MiniCPM5-1B-SFT","title":"openbmb/MiniCPM5-1B-SFT","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-21T07:27:50+00:00","first_seen_at":"2026-06-06T01:49:35.100048+00:00","date_source":"source"},{"id":"1af6cda6-f605-4a60-bee8-9331ee843a72","url":"https://onlylabs.fyi/signals/1af6cda6-f605-4a60-bee8-9331ee843a72","source_url":"https://huggingface.co/openbmb/MiniCPM5-1B-Base","title":"openbmb/MiniCPM5-1B-Base","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-21T07:27:42+00:00","first_seen_at":"2026-06-09T07:00:26.263388+00:00","date_source":"source"},{"id":"f4e5206e-b33e-4729-8735-5fd3473add55","url":"https://onlylabs.fyi/signals/f4e5206e-b33e-4729-8735-5fd3473add55","source_url":"https://huggingface.co/openbmb/BitCPM-CANN-8B","title":"openbmb/BitCPM-CANN-8B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-15T13:10:51+00:00","first_seen_at":"2026-06-06T01:49:35.100048+00:00","date_source":"source"},{"id":"efbcdec8-7d82-4904-b8ab-3ebf6616d1f3","url":"https://onlylabs.fyi/signals/efbcdec8-7d82-4904-b8ab-3ebf6616d1f3","source_url":"https://huggingface.co/openbmb/BitCPM-CANN-3B","title":"openbmb/BitCPM-CANN-3B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2026-05-15T13:10:02+00:00","first_seen_at":"2026-06-06T01:49:35.100048+00:00","date_source":"source"}]}