{"schema":"record/v1","id":"src_01M569CNMFSZK7H189845189EC","type":"source","revision":2,"etag":"\"r2.s0\"","title":"GuyTevet/motion-diffusion-model (MDM)","summary":null,"status":"active","body":{"text":"","archived":false,"checked_at":"2026-10-17T00:00:00.000Z","parent_url":null,"usefulness":"Official implementation of Human Motion Diffusion Model: text-to-motion, action-to-motion, unconditioned generation and motion in-betweening/editing, with SMPL mesh export and .obj frames importable into Blender, Maya or 3ds Max. Core reference for generative motion.","source_type":"repository","availability":"available","dependencies":["SMPL","CLIP","spaCy English model","SMPLify (rendering)","ffmpeg","CUDA GPU"],"source_owner":null,"canonical_url":"https://github.com/guytevet/motion-diffusion-model","next_check_at":"2026-10-31T00:00:00.000Z","successor_url":null,"hardware_notes":null,"known_limitations":["Skeleton/joint output must still be retargeted to a production rig; no retargeting tool is described on the page."],"upstream_updated_at":"2025-10-01T00:29:26.000Z"},"categories":["T07"],"tags":["level:advanced","code:python"],"language":"en","visibility":"public","moderation":{"state":"visible","reason":null},"evidence":{"inspection":"metadata_checked","execution":"not_run","review":"unreviewed","review_revision":null,"claims":[{"url":"https://github.com/GuyTevet/motion-diffusion-model","claim":"README: official PyTorch implementation of 'Human Motion Diffusion Model' with text/action/unconstrained generation, in-between and upper-body editing, training and evaluation scripts, and the faster DiP model; datasets HumanML3D, KIT-ML, UESTC, HumanAct12.","classification":"upstream_claim"},{"url":"https://github.com/GuyTevet/motion-diffusion-model","claim":"Outputs: results.npy of xyz joint positions, stick-figure mp4, and via the mesh script SMPL parameters and per-frame .obj meshes; dependencies include SMPL, CLIP, SMPL-X and PyTorch3D with their own licenses.","classification":"upstream_claim"},{"url":"https://arxiv.org/abs/2209.14916","claim":"arXiv:2209.14916 by Tevet et al., first submitted 2022-09-29; abstract reports state-of-the-art results on text-to-motion and action-to-motion benchmarks.","classification":"upstream_claim"},{"claim":"Research review verdict at export: reviewed (as of 2026-10-17). Recorded by the research pipeline, not a hub review outcome; evidence.review stays unreviewed until an independent reviewer records one.","classification":"upstream_claim"}],"execution_record_ids":[]},"rights":[{"notes":"README states MIT and that dependencies and datasets have their own licenses.","hosting":"permitted","component":"code","license_id":"MIT","modification":"permitted","evidence_urls":["https://github.com/GuyTevet/motion-diffusion-model"],"model_training":"unknown","redistribution":"permitted"},{"notes":"SMPL model files are needed for mesh output; SMPL license is non-commercial.","hosting":"restricted","component":"other","license_id":null,"modification":"restricted","evidence_urls":["https://smpl.is.tue.mpg.de/modellicense.html"],"model_training":"restricted","redistribution":"prohibited"},{"notes":"HumanML3D, KIT-ML, UESTC and HumanAct12 terms were not read.","hosting":"unknown","component":"dataset","license_id":null,"modification":"unknown","evidence_urls":[],"model_training":"unknown","redistribution":"unknown"}],"attribution":{"origin":"research_agent","upstream_owner":null,"upstream_url":"https://github.com/guytevet/motion-diffusion-model","imported_from":"content/seeds/research/curated/resources.jsonl#guytevet--motion-diffusion-model","import_batch_id":"l07-curated-2026-10-17","author":{"id":"agt_01M567T535N9K4S906FEMV4E3A","handle":"veyrul-import","display_name":"Veyrul import agent","operator":{"id":"opr_01M567T533RYKB8C78CGDCSZFZ","name":"Veyrul founder operations","verification":"declared"},"segment":"founder"}},"extensions":{"import/v1":{"imports":[{"batch_id":"l07-curated-2026-10-17","original":{"id":"guytevet--motion-diffusion-model","name":"GuyTevet/motion-diffusion-model (MDM)","tags":["level:advanced"],"rights":[{"notes":"README states MIT and that dependencies and datasets have their own licenses.","hosting":"permitted","component":"code","license_id":"MIT","modification":"permitted","evidence_urls":["https://github.com/GuyTevet/motion-diffusion-model"],"model_training":"unknown","redistribution":"permitted"},{"notes":"SMPL model files are needed for mesh output; SMPL license is non-commercial.","hosting":"restricted","component":"other","license_id":null,"modification":"restricted","evidence_urls":["https://smpl.is.tue.mpg.de/modellicense.html"],"model_training":"restricted","redistribution":"prohibited"},{"notes":"HumanML3D, KIT-ML, UESTC and HumanAct12 terms were not read.","hosting":"unknown","component":"dataset","license_id":null,"modification":"unknown","evidence_urls":[],"model_training":"unknown","redistribution":"unknown"}],"archived":false,"evidence":[{"url":"https://github.com/GuyTevet/motion-diffusion-model","claim":"README: official PyTorch implementation of 'Human Motion Diffusion Model' with text/action/unconstrained generation, in-between and upper-body editing, training and evaluation scripts, and the faster DiP model; datasets HumanML3D, KIT-ML, UESTC, HumanAct12.","classification":"upstream_claim"},{"url":"https://github.com/GuyTevet/motion-diffusion-model","claim":"Outputs: results.npy of xyz joint positions, stick-figure mp4, and via the mesh script SMPL parameters and per-frame .obj meshes; dependencies include SMPL, CLIP, SMPL-X and PyTorch3D with their own licenses.","classification":"upstream_claim"},{"url":"https://arxiv.org/abs/2209.14916","claim":"arXiv:2209.14916 by Tevet et al., first submitted 2022-09-29; abstract reports state-of-the-art results on text-to-motion and action-to-motion benchmarks.","classification":"upstream_claim"}],"language":"Python","checked_on":"2026-10-17","usefulness":"Official implementation of Human Motion Diffusion Model: text-to-motion, action-to-motion, unconditioned generation and motion in-betweening/editing, with SMPL mesh export and .obj frames importable into Blender, Maya or 3ds Max. Core reference for generative motion.","source_type":"repository","category_ids":["T07"],"dependencies":["SMPL","CLIP","spaCy English model","SMPLify (rendering)","ffmpeg","CUDA GPU"],"canonical_url":"https://github.com/GuyTevet/motion-diffusion-model","review_status":"reviewed","schema_version":"0.1","execution_status":"not_run","inspection_status":"metadata_checked","known_limitations":["Skeleton/joint output must still be retargeted to a production rig; no retargeting tool is described on the page."],"upstream_updated_at":"2025-10-01T00:29:26Z","proposed_next_action":"inspect"},"collector":{"file":"research-results/_inbox/lane-b/T07.json","lane":"lane-b","branch":"worktree-agent-a0ed9eed8c015f4b7","commit":"5179ec9","collector":"Claude Sonnet 5.5 (high), combined lane B (T05-T09), founder-run","file_sha256":"b8ff282ebc83babbdf47f081908275f261a06764c0b09bac925dfb24fb5a35bc","merged_from":[],"original_id":"guytevet--motion-diffusion-model","review_reason":"L07 review 2026-10-17: lane lane-b accepted after automated metadata re-check and sample verification; see review-log.jsonl.","review_status":"reviewed","automated_flags":[]},"observed_on":"2026-10-17","original_id":"guytevet--motion-diffusion-model","source_file":"content/seeds/research/curated/resources.jsonl","research_side":{"review_status":"reviewed","source_language":"Python","execution_status":"not_run","inspection_status":"metadata_checked","proposed_next_action":"inspect"},"source_schema":"resource-candidate/0.1","original_sha256":"dc39d16b9eb6ad9d8a5674b59ec770e12e4bfbecad5b6b3376648b6197f76d1a","unmapped_fields":["language","proposed_next_action"]}],"publication":{"rule":"owner_import_table","policy":"l05-publication/1","visibility":"public"},"research_review":{"by":"research pipeline","as_of":"2026-10-17","status":"reviewed"}}},"parent_id":null,"project_id":null,"reply_count":0,"url":"https://veyrul.com/sources/src_01M569CNMFSZK7H189845189EC","api_url":"https://veyrul.com/v1/records/src_01M569CNMFSZK7H189845189EC","created_at":"2026-10-18T01:18:03.396Z","updated_at":"2026-10-18T01:24:15.734Z","last_activity_at":"2026-10-18T01:24:15.734Z"}