{"schema_version":"onlylabs.public_signal.v1","title":"ByteDance (Doubao/Seed) Model: ByteDance-Seed/cryofm-v1","description":"ByteDance (Doubao/Seed) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ffcb0323-1ae7-4a9a-ab38-52ddf5065b53","json_url":"https://onlylabs.fyi/signals/ffcb0323-1ae7-4a9a-ab38-52ddf5065b53/signal.json","generated_at":"2026-06-11T02:49:47.794667+00:00","org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/bytedance","dossier_json_url":"https://onlylabs.fyi/labs/bytedance/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ffcb0323-1ae7-4a9a-ab38-52ddf5065b53","signal_json":"https://onlylabs.fyi/signals/ffcb0323-1ae7-4a9a-ab38-52ddf5065b53/signal.json","source":"https://huggingface.co/ByteDance-Seed/cryofm-v1","lab_dossier":"https://onlylabs.fyi/labs/bytedance","lab_dossier_json":"https://onlylabs.fyi/labs/bytedance/dossier.json","analysis":"https://onlylabs.fyi/analysis/bytedance","analysis_json":"https://onlylabs.fyi/analysis/bytedance/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/bytedance/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":"ByteDance (Doubao/Seed) published ByteDance-Seed/cryofm-v1. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 15 HF downloads · Low traction model release by ByteDance.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/ByteDance-Seed/cryofm-v1","source_host":"huggingface.co","occurred_at":"2025-12-23T15:41:52+00:00","first_seen_at":"2026-06-06T01:49:32.240375+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"ByteDance (Doubao/Seed)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"other","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Library","value":"cryofm","source":"model"},{"label":"Downloads","value":"15","source":"traction"},{"label":"Likes","value":"6","source":"traction"},{"label":"Notability","value":"Low traction model release by 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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/ffcb0323-1ae7-4a9a-ab38-52ddf5065b53/signal.json","required":true},{"label":"source","url":"https://huggingface.co/ByteDance-Seed/cryofm-v1","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/bytedance/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/bytedance/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 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1."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has readable page count","object":"1","text":"ByteDance-Seed/cryofm-v1 has readable page count 1."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has related signal count","object":"6","text":"ByteDance-Seed/cryofm-v1 has related signal count 6."},{"subject":"ByteDance-Seed/cryofm-v1","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":"ByteDance-Seed/cryofm-v1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has source host","object":"huggingface.co","text":"ByteDance-Seed/cryofm-v1 has source host huggingface.co."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has lab","object":"ByteDance (Doubao/Seed)","text":"ByteDance-Seed/cryofm-v1 has lab ByteDance (Doubao/Seed)."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has signal desk","object":"releases","text":"ByteDance-Seed/cryofm-v1 has signal desk releases."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has source host","object":"huggingface.co","text":"ByteDance-Seed/cryofm-v1 has source host huggingface.co."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has task","object":"other","text":"ByteDance-Seed/cryofm-v1 has task other."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has license","object":"apache-2.0","text":"ByteDance-Seed/cryofm-v1 has license apache-2.0."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has library","object":"cryofm","text":"ByteDance-Seed/cryofm-v1 has library cryofm."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has downloads","object":"15","text":"ByteDance-Seed/cryofm-v1 has downloads 15."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has likes","object":"6","text":"ByteDance-Seed/cryofm-v1 has likes 6."}]},"intelligence":{"signal_desk":"releases","answer":"ByteDance (Doubao/Seed) published ByteDance-Seed/cryofm-v1. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 15 HF downloads · Low traction model release by ByteDance.. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"ByteDance (Doubao/Seed)","predicate":"published model","object":"ByteDance-Seed/cryofm-v1","text":"ByteDance (Doubao/Seed) published model ByteDance-Seed/cryofm-v1."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"is classified as","object":"model signal","text":"ByteDance-Seed/cryofm-v1 is classified as model signal."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"belongs to","object":"releases desk","text":"ByteDance-Seed/cryofm-v1 belongs to releases desk."},{"subject":"ByteDance-Seed/cryofm-v1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/cryofm-v1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ffcb0323-1ae7-4a9a-ab38-52ddf5065b53","url":"https://onlylabs.fyi/signals/ffcb0323-1ae7-4a9a-ab38-52ddf5065b53","json_url":"https://onlylabs.fyi/signals/ffcb0323-1ae7-4a9a-ab38-52ddf5065b53/signal.json","source_url":"https://huggingface.co/ByteDance-Seed/cryofm-v1","title":"ByteDance-Seed/cryofm-v1","summary":"ByteDance (Doubao/Seed) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2025-12-23T15:41:52+00:00","first_seen_at":"2026-06-06T01:49:32.240375+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/ByteDance-Seed/cryofm-v1/raw/main/README.md"]},"facets":{"pipeline_tag":"other","license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":15,"hf_likes":6},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/ByteDance-Seed/cryofm-v1/raw/main/README.md","final_url":"https://huggingface.co/ByteDance-Seed/cryofm-v1/raw/main/README.md","title":"ByteDance-Seed/cryofm-v1 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:47.794667+00:00","bytes":7890,"raw_path":"bb4480427be1be51186e15d10c81d073bd39ba434e41bd8c86428074f49be7f7.md","content_hash":"8fa9c110cc7a7ca7bae6552ef4726f7c6daaa61207f241e326e72b1b982a5550","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 pipeline_tag: other library_name: cryofm tags: - cryo-em - flow-matching - 3d-density-maps - foundation-model --- CryoFM: Flow-based Foundation Model for Cryo-EM Density Maps <div align=\"center\"> [![arXiv](https://img.shields.io/badge/arXiv-2410.08631-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2410.08631) [![GitHub](https://img.shields.io/badge/GitHub-cryofm-181717?logo=github&logoColor=white)](https://github.com/ByteDance-Seed/cryofm) [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) [![Docs](https://img.shields.io/badge/Docs-cryofm-4CAF50?logo=read-the-docs&logoColor=white)](https://bytedance-seed.github.io/cryofm/docs/) </div> <div align=\"center\"> <img src=\"./assets/cryofm.gif\" alt=\"CryoFM Demo\" style=\"max-width: 100%; height: auto; width: 800px;\"/> </div> Model Description CryoFM1 is a flow-based foundation model for 3D cryo-electron microscopy (cryo-EM) density maps. The model employs a Hierarchical Diffusion Transformer (HDiT) architecture, specifically designed to learn deep priors of 3D cryo-EM densities. CryoFM1 supports various downstream tasks including density map..."},"evidence_pages":[{"url":"https://huggingface.co/ByteDance-Seed/cryofm-v1/raw/main/README.md","final_url":"https://huggingface.co/ByteDance-Seed/cryofm-v1/raw/main/README.md","title":"ByteDance-Seed/cryofm-v1 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:47.794667+00:00","bytes":7890,"raw_path":"bb4480427be1be51186e15d10c81d073bd39ba434e41bd8c86428074f49be7f7.md","content_hash":"8fa9c110cc7a7ca7bae6552ef4726f7c6daaa61207f241e326e72b1b982a5550","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 pipeline_tag: other library_name: cryofm tags: - cryo-em - flow-matching - 3d-density-maps - foundation-model --- CryoFM: Flow-based Foundation Model for Cryo-EM Density Maps <div align=\"center\"> [![arXiv](https://img.shields.io/badge/arXiv-2410.08631-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2410.08631) [![GitHub](https://img.shields.io/badge/GitHub-cryofm-181717?logo=github&logoColor=white)](https://github.com/ByteDance-Seed/cryofm) [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) [![Docs](https://img.shields.io/badge/Docs-cryofm-4CAF50?logo=read-the-docs&logoColor=white)](https://bytedance-seed.github.io/cryofm/docs/) </div> <div align=\"center\"> <img src=\"./assets/cryofm.gif\" alt=\"CryoFM Demo\" style=\"max-width: 100%; height: auto; width: 800px;\"/> </div> Model Description CryoFM1 is a flow-based foundation model for 3D cryo-electron microscopy (cryo-EM) density maps. The model employs a Hierarchical Diffusion Transformer (HDiT) architecture, specifically designed to learn deep priors of 3D cryo-EM densities. CryoFM1 supports various downstream tasks including density map..."}],"related_signals":[{"id":"531e8c80-7cb1-412c-a757-f02e544b66bd","url":"https://onlylabs.fyi/signals/531e8c80-7cb1-412c-a757-f02e544b66bd","source_url":"https://huggingface.co/ByteDance-Seed/TaskMem","title":"ByteDance-Seed/TaskMem","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-06-02T03:10:24+00:00","first_seen_at":"2026-06-06T01:49:32.240375+00:00","date_source":"source"},{"id":"4add7ea8-8980-4072-842f-2f2bc5bf9a84","url":"https://onlylabs.fyi/signals/4add7ea8-8980-4072-842f-2f2bc5bf9a84","source_url":"https://huggingface.co/ByteDance-Seed/SimArt","title":"ByteDance-Seed/SimArt","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-19T08:55:39+00:00","first_seen_at":"2026-06-06T01:49:32.240375+00:00","date_source":"source"},{"id":"a6b59621-a4bd-4f69-a1c7-81dd4c45f526","url":"https://onlylabs.fyi/signals/a6b59621-a4bd-4f69-a1c7-81dd4c45f526","source_url":"https://huggingface.co/ByteDance-Seed/Cola-DLM","title":"ByteDance-Seed/Cola-DLM","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-15T07:55:26+00:00","first_seen_at":"2026-06-06T01:49:32.240375+00:00","date_source":"source"},{"id":"4c28f3ad-c7fa-4484-b740-27b5e098fde1","url":"https://onlylabs.fyi/signals/4c28f3ad-c7fa-4484-b740-27b5e098fde1","source_url":"https://huggingface.co/ByteDance-Seed/Stable-DiffCoder-8B-Instruct","title":"ByteDance-Seed/Stable-DiffCoder-8B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-01-15T07:49:01+00:00","first_seen_at":"2026-06-06T01:49:32.240375+00:00","date_source":"source"},{"id":"509454a6-8557-4fd7-bd6d-56e01ad15d28","url":"https://onlylabs.fyi/signals/509454a6-8557-4fd7-bd6d-56e01ad15d28","source_url":"https://huggingface.co/ByteDance-Seed/Stable-DiffCoder-8B-Base","title":"ByteDance-Seed/Stable-DiffCoder-8B-Base","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-01-15T07:48:10+00:00","first_seen_at":"2026-06-06T01:49:32.240375+00:00","date_source":"source"},{"id":"65056b70-b5de-497f-9b38-280f8e0c82da","url":"https://onlylabs.fyi/signals/65056b70-b5de-497f-9b38-280f8e0c82da","source_url":"https://huggingface.co/ByteDance-Seed/VINCIE-7B","title":"ByteDance-Seed/VINCIE-7B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-01-06T05:59:42+00:00","first_seen_at":"2026-06-06T01:49:32.240375+00:00","date_source":"source"}]}