{"schema_version":"onlylabs.public_signal.v1","title":"DeepSeek Model: deepseek-ai/eagle3_qwen3_14b_ttt7","description":"DeepSeek model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/d947a3b1-d0ca-4f6c-8bed-78bee09c642f","json_url":"https://onlylabs.fyi/signals/d947a3b1-d0ca-4f6c-8bed-78bee09c642f/signal.json","generated_at":"2026-07-26T18:49:29.751Z","evidence_latest_fetched_at":"2026-06-29T07:20:23.854+00:00","signal_first_seen_at":"2026-06-29T07:20:09.179301+00:00","org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/deepseek","dossier_json_url":"https://onlylabs.fyi/labs/deepseek/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/d947a3b1-d0ca-4f6c-8bed-78bee09c642f","signal_json":"https://onlylabs.fyi/signals/d947a3b1-d0ca-4f6c-8bed-78bee09c642f/signal.json","source":"https://huggingface.co/deepseek-ai/eagle3_qwen3_14b_ttt7","lab_dossier":"https://onlylabs.fyi/labs/deepseek","lab_dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis":"https://onlylabs.fyi/analysis/deepseek","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"DeepSeek published deepseek-ai/eagle3_qwen3_14b_ttt7. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: 672 HF downloads · Solid model release, no major traction evidence.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/deepseek-ai/eagle3_qwen3_14b_ttt7","source_host":"huggingface.co","occurred_at":"2026-06-28T12:36:20+00:00","first_seen_at":"2026-06-29T07:20:09.179301+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"DeepSeek","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Params","value":"2.1B","source":"model"},{"label":"Downloads","value":"672","source":"traction"},{"label":"Likes","value":"2","source":"traction"},{"label":"Notability","value":"Solid model release, no major traction evidence.","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["firecrawl"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://huggingface.co/deepseek-ai/eagle3_qwen3_14b_ttt7/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-29T07:20:23.854+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d947a3b1-d0ca-4f6c-8bed-78bee09c642f/signal.json","dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/d947a3b1-d0ca-4f6c-8bed-78bee09c642f/signal.json","required":true},{"label":"source","url":"https://huggingface.co/deepseek-ai/eagle3_qwen3_14b_ttt7","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/deepseek/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/deepseek/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 DeepSeek's model signal \"deepseek-ai/eagle3_qwen3_14b_ttt7\" for frontier lab strategy."},"semantic_triples":[{"subject":"DeepSeek","predicate":"published model","object":"deepseek-ai/eagle3_qwen3_14b_ttt7","text":"DeepSeek published model deepseek-ai/eagle3_qwen3_14b_ttt7."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"is classified as","object":"model signal","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 is classified as model signal."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"belongs to","object":"releases desk","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 belongs to releases desk."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has evidence coverage 1 captured evidence page."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has captured page count","object":"1","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has captured page count 1."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has readable page count","object":"1","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has readable page count 1."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has related signal count","object":"6","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has related signal count 6."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","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":"deepseek-ai/eagle3_qwen3_14b_ttt7 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has source host","object":"huggingface.co","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has source host huggingface.co."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has lab","object":"DeepSeek","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has lab DeepSeek."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has signal desk","object":"releases","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has signal desk releases."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has source host","object":"huggingface.co","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has source host huggingface.co."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has params","object":"2.1B","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has params 2.1B."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has downloads","object":"672","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has downloads 672."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has likes","object":"2","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has likes 2."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has notability","object":"Solid model release, no major traction evidence.","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has notability Solid model release, no major traction evidence.."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has watch term","object":"Model card","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has watch term Model card."}]},"intelligence":{"signal_desk":"releases","answer":"DeepSeek published deepseek-ai/eagle3_qwen3_14b_ttt7. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: 672 HF downloads · Solid model release, no major traction evidence.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"DeepSeek","predicate":"published model","object":"deepseek-ai/eagle3_qwen3_14b_ttt7","text":"DeepSeek published model deepseek-ai/eagle3_qwen3_14b_ttt7."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"is classified as","object":"model signal","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 is classified as model signal."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"belongs to","object":"releases desk","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 belongs to releases desk."},{"subject":"deepseek-ai/eagle3_qwen3_14b_ttt7","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/eagle3_qwen3_14b_ttt7 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d947a3b1-d0ca-4f6c-8bed-78bee09c642f","url":"https://onlylabs.fyi/signals/d947a3b1-d0ca-4f6c-8bed-78bee09c642f","json_url":"https://onlylabs.fyi/signals/d947a3b1-d0ca-4f6c-8bed-78bee09c642f/signal.json","source_url":"https://huggingface.co/deepseek-ai/eagle3_qwen3_14b_ttt7","title":"deepseek-ai/eagle3_qwen3_14b_ttt7","summary":"DeepSeek published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-06-28T12:36:20+00:00","first_seen_at":"2026-06-29T07:20:09.179301+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["firecrawl"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://huggingface.co/deepseek-ai/eagle3_qwen3_14b_ttt7/raw/main/README.md"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":672,"hf_likes":2},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://huggingface.co/deepseek-ai/eagle3_qwen3_14b_ttt7/raw/main/README.md","final_url":"https://huggingface.co/deepseek-ai/eagle3_qwen3_14b_ttt7/raw/main/README.md","title":"deepseek-ai/eagle3_qwen3_14b_ttt7 model card","http_status":404,"content_type":"text/html","capture_method":"firecrawl","fetched_at":"2026-06-29T07:20:23.854+00:00","bytes":null,"raw_path":"c95c24ff2eb3cb08158a83499528f5eff53ee353a962f95ef7e9679261194d03.html","content_hash":null,"excerpt_chars":1200,"truncated":false,"excerpt":"``` Entry not found ```"},"evidence_pages":[],"related_signals":[{"id":"0a5383da-2915-47c8-92a9-ff21f5377ee0","url":"https://onlylabs.fyi/signals/0a5383da-2915-47c8-92a9-ff21f5377ee0","source_url":"https://huggingface.co/deepseek-ai/eagle3_gemma4_12b_ttt7","title":"deepseek-ai/eagle3_gemma4_12b_ttt7","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-06-28T12:37:17+00:00","first_seen_at":"2026-06-29T07:20:09.179301+00:00","date_source":"source"},{"id":"46e0cd2b-8767-448a-8f11-21e0317e684a","url":"https://onlylabs.fyi/signals/46e0cd2b-8767-448a-8f11-21e0317e684a","source_url":"https://huggingface.co/deepseek-ai/eagle3_qwen3_8b_ttt7","title":"deepseek-ai/eagle3_qwen3_8b_ttt7","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-06-28T12:35:29+00:00","first_seen_at":"2026-06-29T07:20:09.179301+00:00","date_source":"source"},{"id":"fe3f3129-6438-43d0-bdba-c2cbf46286af","url":"https://onlylabs.fyi/signals/fe3f3129-6438-43d0-bdba-c2cbf46286af","source_url":"https://huggingface.co/deepseek-ai/eagle3_qwen3_4b_ttt7","title":"deepseek-ai/eagle3_qwen3_4b_ttt7","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-06-28T12:34:59+00:00","first_seen_at":"2026-06-29T07:20:09.179301+00:00","date_source":"source"},{"id":"a5198503-9c19-4850-ad61-0368a48b4382","url":"https://onlylabs.fyi/signals/a5198503-9c19-4850-ad61-0368a48b4382","source_url":"https://huggingface.co/deepseek-ai/dflash_gemma4_12b_block7","title":"deepseek-ai/dflash_gemma4_12b_block7","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-06-28T12:33:24+00:00","first_seen_at":"2026-06-29T07:20:09.179301+00:00","date_source":"source"},{"id":"a7bb8894-fbb2-4ce0-8fb7-b9e7fbfd418c","url":"https://onlylabs.fyi/signals/a7bb8894-fbb2-4ce0-8fb7-b9e7fbfd418c","source_url":"https://huggingface.co/deepseek-ai/dflash_qwen3_14b_block7","title":"deepseek-ai/dflash_qwen3_14b_block7","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-06-28T12:31:30+00:00","first_seen_at":"2026-06-29T07:20:09.179301+00:00","date_source":"source"},{"id":"ae71fd80-ce1f-47f3-a2c1-b7ae77cd7d27","url":"https://onlylabs.fyi/signals/ae71fd80-ce1f-47f3-a2c1-b7ae77cd7d27","source_url":"https://huggingface.co/deepseek-ai/dflash_qwen3_8b_block7","title":"deepseek-ai/dflash_qwen3_8b_block7","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-06-28T12:30:07+00:00","first_seen_at":"2026-06-29T07:20:09.179301+00:00","date_source":"source"}]}