{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Model: openbmb/SciCore-Mol","description":"OpenBMB (MiniCPM) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2bc74b16-cdda-4005-86ee-0f9dae3ec4ef","json_url":"https://onlylabs.fyi/signals/2bc74b16-cdda-4005-86ee-0f9dae3ec4ef/signal.json","generated_at":"2026-06-11T02:40:53.710829+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/2bc74b16-cdda-4005-86ee-0f9dae3ec4ef","signal_json":"https://onlylabs.fyi/signals/2bc74b16-cdda-4005-86ee-0f9dae3ec4ef/signal.json","source":"https://huggingface.co/openbmb/SciCore-Mol","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/SciCore-Mol. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 178 HF downloads · Specialized model, low 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/SciCore-Mol","source_host":"huggingface.co","occurred_at":"2026-04-29T05:49:27+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":"Params","value":"8.2B","source":"model"},{"label":"Downloads","value":"178","source":"traction"},{"label":"Likes","value":"6","source":"traction"},{"label":"Notability","value":"Specialized model, low 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"},{"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://huggingface.co/openbmb/SciCore-Mol/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:40:53.710829+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2bc74b16-cdda-4005-86ee-0f9dae3ec4ef/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/2bc74b16-cdda-4005-86ee-0f9dae3ec4ef/signal.json","required":true},{"label":"source","url":"https://huggingface.co/openbmb/SciCore-Mol","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/SciCore-Mol\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"published model","object":"openbmb/SciCore-Mol","text":"OpenBMB (MiniCPM) published model openbmb/SciCore-Mol."},{"subject":"openbmb/SciCore-Mol","predicate":"is classified as","object":"model signal","text":"openbmb/SciCore-Mol is classified as model signal."},{"subject":"openbmb/SciCore-Mol","predicate":"belongs to","object":"releases desk","text":"openbmb/SciCore-Mol belongs to releases desk."},{"subject":"openbmb/SciCore-Mol","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openbmb/SciCore-Mol has evidence coverage 1 captured evidence page."},{"subject":"openbmb/SciCore-Mol","predicate":"has captured page count","object":"1","text":"openbmb/SciCore-Mol has captured page count 1."},{"subject":"openbmb/SciCore-Mol","predicate":"has readable page count","object":"1","text":"openbmb/SciCore-Mol has readable page count 1."},{"subject":"openbmb/SciCore-Mol","predicate":"has related signal count","object":"6","text":"openbmb/SciCore-Mol has related signal count 6."},{"subject":"openbmb/SciCore-Mol","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/SciCore-Mol has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"openbmb/SciCore-Mol","predicate":"has source host","object":"huggingface.co","text":"openbmb/SciCore-Mol has source host huggingface.co."},{"subject":"openbmb/SciCore-Mol","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"openbmb/SciCore-Mol has lab OpenBMB (MiniCPM)."},{"subject":"openbmb/SciCore-Mol","predicate":"has signal desk","object":"releases","text":"openbmb/SciCore-Mol has signal desk releases."},{"subject":"openbmb/SciCore-Mol","predicate":"has source host","object":"huggingface.co","text":"openbmb/SciCore-Mol has source host huggingface.co."},{"subject":"openbmb/SciCore-Mol","predicate":"has task","object":"text-generation","text":"openbmb/SciCore-Mol has task text-generation."},{"subject":"openbmb/SciCore-Mol","predicate":"has license","object":"apache-2.0","text":"openbmb/SciCore-Mol has license apache-2.0."},{"subject":"openbmb/SciCore-Mol","predicate":"has params","object":"8.2B","text":"openbmb/SciCore-Mol has params 8.2B."},{"subject":"openbmb/SciCore-Mol","predicate":"has downloads","object":"178","text":"openbmb/SciCore-Mol has downloads 178."},{"subject":"openbmb/SciCore-Mol","predicate":"has likes","object":"6","text":"openbmb/SciCore-Mol has likes 6."}]},"intelligence":{"signal_desk":"releases","answer":"OpenBMB (MiniCPM) published openbmb/SciCore-Mol. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 178 HF downloads · Specialized model, low 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/SciCore-Mol","text":"OpenBMB (MiniCPM) published model openbmb/SciCore-Mol."},{"subject":"openbmb/SciCore-Mol","predicate":"is classified as","object":"model signal","text":"openbmb/SciCore-Mol is classified as model signal."},{"subject":"openbmb/SciCore-Mol","predicate":"belongs to","object":"releases desk","text":"openbmb/SciCore-Mol belongs to releases desk."},{"subject":"openbmb/SciCore-Mol","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openbmb/SciCore-Mol has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2bc74b16-cdda-4005-86ee-0f9dae3ec4ef","url":"https://onlylabs.fyi/signals/2bc74b16-cdda-4005-86ee-0f9dae3ec4ef","json_url":"https://onlylabs.fyi/signals/2bc74b16-cdda-4005-86ee-0f9dae3ec4ef/signal.json","source_url":"https://huggingface.co/openbmb/SciCore-Mol","title":"openbmb/SciCore-Mol","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":"2026-04-29T05:49:27+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/SciCore-Mol/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":178,"hf_likes":6},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/openbmb/SciCore-Mol/raw/main/README.md","final_url":"https://huggingface.co/openbmb/SciCore-Mol/raw/main/README.md","title":"openbmb/SciCore-Mol model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:53.710829+00:00","bytes":7597,"raw_path":"b619e3c376ed5667211491ce588c11a3ea94fc34f3b798e3c462d4e51bf4d190.md","content_hash":"e3f2eb98c223dad9318eb3f4303937c226ac68a6f7035d1e033ac4c6bb679a82","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 language: - en - zh pipeline_tag: text-generation --- <div align=\"center\"> <h1>SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules</h1> <a href='https://github.com/OpenBMB/SciCore-Mol/blob/main/SciCore_Mol_Technical_Report.pdf'><img src='https://img.shields.io/badge/Paper-Technical_Report-red'></a> <a href=\"https://github.com/OpenBMB/SciCore-Mol\"><img src=\"https://img.shields.io/badge/GitHub-OpenBMB%2FSciCore--Mol-181717?style=flat&logo=github&logoColor=white\" alt=\"OpenBMB/SciCore-Mol\"></a> <a href='https://huggingface.co/openbmb/SciCore-Mol'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Models-blue'></a> <a href='https://chenyxyx-scicore-mol.hf.space'><img src='https://img.shields.io/badge/Demo-Hugging_Face_Space-0f8b7d'></a> **Yuxuan Chen**<sup>1</sup>, **Changwei Lv**<sup>2</sup>, **Yunduo Xiao**<sup>2</sup>, **Yukun Yan**<sup>2</sup>, **Zheni Zeng**<sup>*3</sup>, and **Zhiyuan Liu**<sup>2</sup> <sup>1</sup>School of Electronic and Computer Engineering, Peking University, Shenzhen, China<br> <sup>2</sup>Tsinghua University, Beijing, China<br> <sup>3</sup>School of Intelligence Science and..."},"evidence_pages":[{"url":"https://huggingface.co/openbmb/SciCore-Mol/raw/main/README.md","final_url":"https://huggingface.co/openbmb/SciCore-Mol/raw/main/README.md","title":"openbmb/SciCore-Mol model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:53.710829+00:00","bytes":7597,"raw_path":"b619e3c376ed5667211491ce588c11a3ea94fc34f3b798e3c462d4e51bf4d190.md","content_hash":"e3f2eb98c223dad9318eb3f4303937c226ac68a6f7035d1e033ac4c6bb679a82","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 language: - en - zh pipeline_tag: text-generation --- <div align=\"center\"> <h1>SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules</h1> <a href='https://github.com/OpenBMB/SciCore-Mol/blob/main/SciCore_Mol_Technical_Report.pdf'><img src='https://img.shields.io/badge/Paper-Technical_Report-red'></a> <a href=\"https://github.com/OpenBMB/SciCore-Mol\"><img src=\"https://img.shields.io/badge/GitHub-OpenBMB%2FSciCore--Mol-181717?style=flat&logo=github&logoColor=white\" alt=\"OpenBMB/SciCore-Mol\"></a> <a href='https://huggingface.co/openbmb/SciCore-Mol'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Models-blue'></a> <a href='https://chenyxyx-scicore-mol.hf.space'><img src='https://img.shields.io/badge/Demo-Hugging_Face_Space-0f8b7d'></a> **Yuxuan Chen**<sup>1</sup>, **Changwei Lv**<sup>2</sup>, **Yunduo Xiao**<sup>2</sup>, **Yukun Yan**<sup>2</sup>, **Zheni Zeng**<sup>*3</sup>, and **Zhiyuan Liu**<sup>2</sup> <sup>1</sup>School of Electronic and Computer Engineering, Peking University, Shenzhen, China<br> <sup>2</sup>Tsinghua University, Beijing, China<br> <sup>3</sup>School of Intelligence Science and..."}],"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"}]}