{"schema_version":"onlylabs.public_signal.v1","title":"OpenBMB (MiniCPM) Writing: CPM-Ant: The First Big Model in CPM-Live Project","description":"OpenBMB (MiniCPM) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ad1eae7c-d708-418b-bb8d-909ec7bc3e9e","json_url":"https://onlylabs.fyi/signals/ad1eae7c-d708-418b-bb8d-909ec7bc3e9e/signal.json","generated_at":"2026-06-08T15:46:45.273+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/ad1eae7c-d708-418b-bb8d-909ec7bc3e9e","signal_json":"https://onlylabs.fyi/signals/ad1eae7c-d708-418b-bb8d-909ec7bc3e9e/signal.json","source":"https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2","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/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"OpenBMB (MiniCPM) published CPM-Ant: The First Big Model in CPM-Live Project. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: CPM-Ant: The First Big Model in CPM-Live Project | by OpenBMB | Medium Sign up Get app Sign up CPM-Ant: The First Big Model in CPM-Live Project 12 min read Dec 29, 2022.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2","source_host":"medium.com","occurred_at":"2022-12-29T14:02:46+00:00","first_seen_at":"2026-06-07T07:00:28.368749+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"OpenBMB (MiniCPM)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"medium.com","source":"source"},{"label":"Author","value":"OpenBMB","source":"source"},{"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":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-08T15:46:45.273+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ad1eae7c-d708-418b-bb8d-909ec7bc3e9e/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/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/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 public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","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/ad1eae7c-d708-418b-bb8d-909ec7bc3e9e/signal.json","required":true},{"label":"source","url":"https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2","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/talking/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 writing signal \"CPM-Ant: The First Big Model in CPM-Live Project\" for neolab strategy."},"semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"published","object":"CPM-Ant: The First Big Model in CPM-Live Project","text":"OpenBMB (MiniCPM) published CPM-Ant: The First Big Model in CPM-Live Project."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"is classified as","object":"writing signal","text":"CPM-Ant: The First Big Model in CPM-Live Project is classified as writing signal."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"belongs to","object":"talking desk","text":"CPM-Ant: The First Big Model in CPM-Live Project belongs to talking desk."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has evidence coverage","object":"1 captured evidence page","text":"CPM-Ant: The First Big Model in CPM-Live Project has evidence coverage 1 captured evidence page."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has captured page count","object":"1","text":"CPM-Ant: The First Big Model in CPM-Live Project has captured page count 1."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has readable page count","object":"1","text":"CPM-Ant: The First Big Model in CPM-Live Project has readable page count 1."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has related signal count","object":"6","text":"CPM-Ant: The First Big Model in CPM-Live Project has related signal count 6."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"CPM-Ant: The First Big Model in CPM-Live Project has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has source host","object":"medium.com","text":"CPM-Ant: The First Big Model in CPM-Live Project has source host medium.com."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has lab","object":"OpenBMB (MiniCPM)","text":"CPM-Ant: The First Big Model in CPM-Live Project has lab OpenBMB (MiniCPM)."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has signal desk","object":"talking","text":"CPM-Ant: The First Big Model in CPM-Live Project has signal desk talking."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has source host","object":"medium.com","text":"CPM-Ant: The First Big Model in CPM-Live Project has source host medium.com."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has author","object":"OpenBMB","text":"CPM-Ant: The First Big Model in CPM-Live Project has author OpenBMB."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has watch term","object":"Eval methodology","text":"CPM-Ant: The First Big Model in CPM-Live Project has watch term Eval methodology."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has watch term","object":"Infrastructure","text":"CPM-Ant: The First Big Model in CPM-Live Project has watch term Infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"OpenBMB (MiniCPM) published CPM-Ant: The First Big Model in CPM-Live Project. 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High-signal details: CPM-Ant: The First Big Model in CPM-Live Project | by OpenBMB | Medium Sign up Get app Sign up CPM-Ant: The First Big Model in CPM-Live Project 12 min read Dec 29, 2022.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenBMB (MiniCPM)","predicate":"published","object":"CPM-Ant: The First Big Model in CPM-Live Project","text":"OpenBMB (MiniCPM) published CPM-Ant: The First Big Model in CPM-Live Project."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"is classified as","object":"writing signal","text":"CPM-Ant: The First Big Model in CPM-Live Project is classified as writing signal."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"belongs to","object":"talking desk","text":"CPM-Ant: The First Big Model in CPM-Live Project belongs to talking desk."},{"subject":"CPM-Ant: The First Big Model in CPM-Live Project","predicate":"has evidence coverage","object":"1 captured evidence page","text":"CPM-Ant: The First Big Model in CPM-Live Project has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ad1eae7c-d708-418b-bb8d-909ec7bc3e9e","url":"https://onlylabs.fyi/signals/ad1eae7c-d708-418b-bb8d-909ec7bc3e9e","json_url":"https://onlylabs.fyi/signals/ad1eae7c-d708-418b-bb8d-909ec7bc3e9e/signal.json","source_url":"https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2","title":"CPM-Ant: The First Big Model in CPM-Live Project","summary":"OpenBMB (MiniCPM) published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openbmb","name":"OpenBMB (MiniCPM)","category":"neolab"},"occurred_at":"2022-12-29T14:02:46+00:00","first_seen_at":"2026-06-07T07:00:28.368749+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2"]},"facets":{},"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://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2","final_url":"https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2","title":"CPM-Ant: The First Big Model in CPM-Live Project","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:45.273+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"CPM-Ant: The First Big Model in CPM-Live Project | by OpenBMB | Medium Sign up Get app Sign up CPM-Ant: The First Big Model in CPM-Live Project 12 min read Dec 29, 2022 -- Share Press enter or click to view image in full size Previous columns have covered OpenBMB’s open source community and core tools in detail. Based on these tools, we’ve launched CPM-Live, a Live Training for Open-source Big Models. CPM-Ant is the first milestone of the CPM-Live project. Although the report of CPM-Ant was released as early as September, on Medium we haven’t released relevant information, so we decided to review the wonderful CPM-Ant with you at this moment. CPM-Ant is our first 10B-parameter pretrained language model, the training of which took 68 days and was completed on August 5, 2022. CPM-Ant provides a feasible practical scheme in the training, tuning, compression, reasoning, application of the big model, hoping to provide different help and reference for different followers. Overview CPM-Ant is an open-source Chinese pre-trained language model (PLM) with 10B parameters. It is also the first milestone of the live training process of CPM-Live. The training process is cost-effective and..."},"evidence_pages":[{"url":"https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2","final_url":"https://medium.com/@openbmb/cpm-ant-the-first-big-model-in-cpm-live-project-369dacd2236b?source=rss-4a6e3e4a369a------2","title":"CPM-Ant: The First Big Model in CPM-Live Project","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:45.273+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"CPM-Ant: The First Big Model in CPM-Live Project | by OpenBMB | Medium Sign up Get app Sign up CPM-Ant: The First Big Model in CPM-Live Project 12 min read Dec 29, 2022 -- Share Press enter or click to view image in full size Previous columns have covered OpenBMB’s open source community and core tools in detail. Based on these tools, we’ve launched CPM-Live, a Live Training for Open-source Big Models. 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