{"schema_version":"onlylabs.public_signal.v1","title":"ByteDance (Doubao/Seed) Model: ByteDance-Seed/ConfRover-base-20M-v1.0","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/1853e25a-29e6-4ff4-a5af-44e5a7a59e31","json_url":"https://onlylabs.fyi/signals/1853e25a-29e6-4ff4-a5af-44e5a7a59e31/signal.json","generated_at":"2026-06-11T02:49:50.16089+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/1853e25a-29e6-4ff4-a5af-44e5a7a59e31","signal_json":"https://onlylabs.fyi/signals/1853e25a-29e6-4ff4-a5af-44e5a7a59e31/signal.json","source":"https://huggingface.co/ByteDance-Seed/ConfRover-base-20M-v1.0","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/ConfRover-base-20M-v1.0. 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changed.."},{"subject":"ByteDance-Seed/ConfRover-base-20M-v1.0","predicate":"has source host","object":"huggingface.co","text":"ByteDance-Seed/ConfRover-base-20M-v1.0 has source host huggingface.co."},{"subject":"ByteDance-Seed/ConfRover-base-20M-v1.0","predicate":"has lab","object":"ByteDance (Doubao/Seed)","text":"ByteDance-Seed/ConfRover-base-20M-v1.0 has lab ByteDance (Doubao/Seed)."},{"subject":"ByteDance-Seed/ConfRover-base-20M-v1.0","predicate":"has signal desk","object":"releases","text":"ByteDance-Seed/ConfRover-base-20M-v1.0 has signal desk releases."},{"subject":"ByteDance-Seed/ConfRover-base-20M-v1.0","predicate":"has source host","object":"huggingface.co","text":"ByteDance-Seed/ConfRover-base-20M-v1.0 has source host huggingface.co."},{"subject":"ByteDance-Seed/ConfRover-base-20M-v1.0","predicate":"has license","object":"apache-2.0","text":"ByteDance-Seed/ConfRover-base-20M-v1.0 has license apache-2.0."},{"subject":"ByteDance-Seed/ConfRover-base-20M-v1.0","predicate":"has 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It leverages diffusion probability model to learn the distribution of protein 3D conformations and captures the their temporal dependencies between frames through temporal causal transformers. Models are trained using molecular dynamics (MD) trajectories data and can generate protein conformation ensembles and motion trajectories conditioned on the input protein amino acid sequence. This version was trained with tasks of forward simulation and iid sampling at 1:1 ratio.' recommend: For forward simulation and iid sampling tasks model_id: ConfRover-base-20M-v1.0 name: ConfRover repo: https://github.com/ByteDance-Seed/ConfRover paper: https://arxiv.org/abs/2505.17478 demo: https://ByteDance-Seed.github.io/ConfRover get_started_code: \"\\n```python\\nfrom confrover import ConfRover\\n\\nmodel = ConfRover.from_pretrained(<model_name>)\\n\\ \\nmodel.to(\\\"cuda\\\")\\n\\nmodel.generate(\\n case_id=<case_name>,\\n seqres=<amino_acid_sequence>,\\n\\ \\..."},"evidence_pages":[{"url":"https://huggingface.co/ByteDance-Seed/ConfRover-base-20M-v1.0/raw/main/README.md","final_url":"https://huggingface.co/ByteDance-Seed/ConfRover-base-20M-v1.0/raw/main/README.md","title":"ByteDance-Seed/ConfRover-base-20M-v1.0 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:50.16089+00:00","bytes":6730,"raw_path":"b96e4092cc00057bf0161d31d35eb56207484d7a600d3fd01ba1e02dda388fde.md","content_hash":"1f2350e9080e99bc9b0c4e1ce48797b2e6d25e5d1955bb471925c29016e6e3fe","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 variant: base size: 20M version: v1.0 model_summary: ConfRover base model trained with forward simulation and iid sampling model_description: ' ConfRover is a deep generative model for protein 3D conformation and motion dynamics. It leverages diffusion probability model to learn the distribution of protein 3D conformations and captures the their temporal dependencies between frames through temporal causal transformers. Models are trained using molecular dynamics (MD) trajectories data and can generate protein conformation ensembles and motion trajectories conditioned on the input protein amino acid sequence. This version was trained with tasks of forward simulation and iid sampling at 1:1 ratio.' recommend: For forward simulation and iid sampling tasks model_id: ConfRover-base-20M-v1.0 name: ConfRover repo: https://github.com/ByteDance-Seed/ConfRover paper: https://arxiv.org/abs/2505.17478 demo: https://ByteDance-Seed.github.io/ConfRover get_started_code: \"\\n```python\\nfrom confrover import ConfRover\\n\\nmodel = ConfRover.from_pretrained(<model_name>)\\n\\ \\nmodel.to(\\\"cuda\\\")\\n\\nmodel.generate(\\n case_id=<case_name>,\\n seqres=<amino_acid_sequence>,\\n\\ \\..."}],"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"}]}