{"schema_version":"onlylabs.public_signal.v1","title":"AI21 Labs Model: ai21labs/AI21-Jamba-Mini-1.6","description":"AI21 Labs model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7","json_url":"https://onlylabs.fyi/signals/6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7/signal.json","generated_at":"2026-06-11T02:51:13.16+00:00","org":{"slug":"ai21","name":"AI21 Labs","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ai21","dossier_json_url":"https://onlylabs.fyi/labs/ai21/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7","signal_json":"https://onlylabs.fyi/signals/6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7/signal.json","source":"https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6","lab_dossier":"https://onlylabs.fyi/labs/ai21","lab_dossier_json":"https://onlylabs.fyi/labs/ai21/dossier.json","analysis":"https://onlylabs.fyi/analysis/ai21","analysis_json":"https://onlylabs.fyi/analysis/ai21/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ai21/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":"AI21 Labs published ai21labs/AI21-Jamba-Mini-1.6. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 563 HF downloads · New mini model from AI21, modest 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/ai21labs/AI21-Jamba-Mini-1.6","source_host":"huggingface.co","occurred_at":"2025-02-27T16:01:34+00:00","first_seen_at":"2026-06-06T01:49:32.144277+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"AI21 Labs","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":"other","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"51.6B","source":"model"},{"label":"Downloads","value":"563","source":"traction"},{"label":"Likes","value":"57","source":"traction"},{"label":"Notability","value":"New mini model from AI21, modest traction.","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":0,"capture_methods":["failed"],"missing_page_urls":["https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md"],"failed_page_urls":["https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md"],"blocked_page_urls":[],"page_urls":["https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:51:13.16+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7/signal.json","dossier_json":"https://onlylabs.fyi/labs/ai21/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ai21/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ai21/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/6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7/signal.json","required":true},{"label":"source","url":"https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ai21/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ai21/evidence.json","required":false},{"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 AI21 Labs's model signal \"ai21labs/AI21-Jamba-Mini-1.6\" for neolab strategy."},"semantic_triples":[{"subject":"AI21 Labs","predicate":"published model","object":"ai21labs/AI21-Jamba-Mini-1.6","text":"AI21 Labs published model ai21labs/AI21-Jamba-Mini-1.6."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"is classified as","object":"model signal","text":"ai21labs/AI21-Jamba-Mini-1.6 is classified as model signal."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"belongs to","object":"releases desk","text":"ai21labs/AI21-Jamba-Mini-1.6 belongs to releases desk."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ai21labs/AI21-Jamba-Mini-1.6 has evidence coverage 1 captured evidence page."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has captured page count","object":"1","text":"ai21labs/AI21-Jamba-Mini-1.6 has captured page count 1."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has readable page count","object":"0","text":"ai21labs/AI21-Jamba-Mini-1.6 has readable page count 0."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has related signal count","object":"6","text":"ai21labs/AI21-Jamba-Mini-1.6 has related signal count 6."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","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":"ai21labs/AI21-Jamba-Mini-1.6 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has source host","object":"huggingface.co","text":"ai21labs/AI21-Jamba-Mini-1.6 has source host huggingface.co."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has lab","object":"AI21 Labs","text":"ai21labs/AI21-Jamba-Mini-1.6 has lab AI21 Labs."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has signal desk","object":"releases","text":"ai21labs/AI21-Jamba-Mini-1.6 has signal desk releases."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has source host","object":"huggingface.co","text":"ai21labs/AI21-Jamba-Mini-1.6 has source host huggingface.co."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has task","object":"text-generation","text":"ai21labs/AI21-Jamba-Mini-1.6 has task text-generation."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has license","object":"other","text":"ai21labs/AI21-Jamba-Mini-1.6 has license other."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has library","object":"transformers","text":"ai21labs/AI21-Jamba-Mini-1.6 has library transformers."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has params","object":"51.6B","text":"ai21labs/AI21-Jamba-Mini-1.6 has params 51.6B."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has downloads","object":"563","text":"ai21labs/AI21-Jamba-Mini-1.6 has downloads 563."}]},"intelligence":{"signal_desk":"releases","answer":"AI21 Labs published ai21labs/AI21-Jamba-Mini-1.6. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 563 HF downloads · New mini model from AI21, modest traction.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"AI21 Labs","predicate":"published model","object":"ai21labs/AI21-Jamba-Mini-1.6","text":"AI21 Labs published model ai21labs/AI21-Jamba-Mini-1.6."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"is classified as","object":"model signal","text":"ai21labs/AI21-Jamba-Mini-1.6 is classified as model signal."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"belongs to","object":"releases desk","text":"ai21labs/AI21-Jamba-Mini-1.6 belongs to releases desk."},{"subject":"ai21labs/AI21-Jamba-Mini-1.6","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ai21labs/AI21-Jamba-Mini-1.6 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7","url":"https://onlylabs.fyi/signals/6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7","json_url":"https://onlylabs.fyi/signals/6ec78ce8-1707-45e3-8a8a-2f84fb5bfaf7/signal.json","source_url":"https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6","title":"ai21labs/AI21-Jamba-Mini-1.6","summary":"AI21 Labs published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-02-27T16:01:34+00:00","first_seen_at":"2026-06-06T01:49:32.144277+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":0,"capture_methods":["failed"],"missing_page_urls":["https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md"],"failed_page_urls":["https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md"],"blocked_page_urls":[],"page_urls":["https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md"]},"facets":{"pipeline_tag":"text-generation","license":"other"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":563,"hf_likes":57},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md","final_url":"https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md","title":"ai21labs/AI21-Jamba-Mini-1.6 model card","http_status":401,"content_type":null,"capture_method":"failed","fetched_at":"2026-06-11T02:51:13.16+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":false,"excerpt":null},"evidence_pages":[{"url":"https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md","final_url":"https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.6/raw/main/README.md","title":"ai21labs/AI21-Jamba-Mini-1.6 model card","http_status":401,"content_type":null,"capture_method":"failed","fetched_at":"2026-06-11T02:51:13.16+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":false,"excerpt":null}],"related_signals":[{"id":"82bd31a3-1060-481c-8dca-c67a3460081d","url":"https://onlylabs.fyi/signals/82bd31a3-1060-481c-8dca-c67a3460081d","source_url":"https://huggingface.co/ai21labs/AI21-Jamba2-3B","title":"ai21labs/AI21-Jamba2-3B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2026-01-06T08:19:07+00:00","first_seen_at":"2026-06-06T01:49:32.144277+00:00","date_source":"source"},{"id":"c335fa3f-d9d7-48f5-b630-524d18848151","url":"https://onlylabs.fyi/signals/c335fa3f-d9d7-48f5-b630-524d18848151","source_url":"https://huggingface.co/ai21labs/AI21-Jamba2-Mini","title":"ai21labs/AI21-Jamba2-Mini","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2026-01-06T08:18:34+00:00","first_seen_at":"2026-06-06T01:49:32.144277+00:00","date_source":"source"},{"id":"08cad506-5c93-478b-b35e-89c47e0add0b","url":"https://onlylabs.fyi/signals/08cad506-5c93-478b-b35e-89c47e0add0b","source_url":"https://huggingface.co/ai21labs/AI21-Jamba-Reasoning-3B","title":"ai21labs/AI21-Jamba-Reasoning-3B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-10-05T09:43:05+00:00","first_seen_at":"2026-06-06T01:49:32.144277+00:00","date_source":"source"},{"id":"12cb53f1-8243-4247-837b-ee88d2015ed7","url":"https://onlylabs.fyi/signals/12cb53f1-8243-4247-837b-ee88d2015ed7","source_url":"https://huggingface.co/ai21labs/AI21-Jamba-Large-1.7","title":"ai21labs/AI21-Jamba-Large-1.7","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-07-02T07:07:10+00:00","first_seen_at":"2026-06-06T01:49:32.144277+00:00","date_source":"source"},{"id":"f45882cb-77d4-43d1-9894-de46e865960f","url":"https://onlylabs.fyi/signals/f45882cb-77d4-43d1-9894-de46e865960f","source_url":"https://huggingface.co/ai21labs/AI21-Jamba-Mini-1.7","title":"ai21labs/AI21-Jamba-Mini-1.7","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-07-01T10:46:27+00:00","first_seen_at":"2026-06-06T01:49:32.144277+00:00","date_source":"source"},{"id":"daf28eea-a467-4895-b12b-c459437bf9b0","url":"https://onlylabs.fyi/signals/daf28eea-a467-4895-b12b-c459437bf9b0","source_url":"https://huggingface.co/ai21labs/AI21-Jamba-Large-1.6","title":"ai21labs/AI21-Jamba-Large-1.6","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-02-27T16:00:42+00:00","first_seen_at":"2026-06-06T01:49:32.144277+00:00","date_source":"source"}]}