{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/IDM","description":"InclusionAI (Ant Group) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/fe9dcdf5-f7c0-4d59-85a0-672b05cf8304","json_url":"https://onlylabs.fyi/signals/fe9dcdf5-f7c0-4d59-85a0-672b05cf8304/signal.json","generated_at":"2026-10-30T16:48:17.984Z","evidence_latest_fetched_at":"2026-10-30T07:04:11.170189+00:00","signal_first_seen_at":"2026-10-30T07:01:01.609324+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/fe9dcdf5-f7c0-4d59-85a0-672b05cf8304","signal_json":"https://onlylabs.fyi/signals/fe9dcdf5-f7c0-4d59-85a0-672b05cf8304/signal.json","source":"https://github.com/inclusionAI/IDM","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/IDM (Python). 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Model weights: coming soon. Language: Python License: Apache-2.0 Stars: 2 Forks: 0 Open issues: 0 Created: 2026-10-29T11:13:43Z Pushed: 2026-10-30T06:01:37Z Default branch: main Fork: no Archived: no README: IDM Intrinsic Distribution Matching Deyuan Liu† · Yansen Han† · Kaiwen Zheng† · Jun Xie · Jiacheng Liu Zhenglin Cheng · Peng Sun · Jintao Zhang* · Jianguo Li* · Tao Lin* Inclusion AI · Westlake University · Tsinghua University Zhejiang University · Shanghai Innovation Institute · MBZUAI † Equal contribution * Corresponding authors Results · Method · Inference · Checkpoints **IDM improves one-step and few-step text-to-image generation by combining internal distribution matching distillation (DMD) with moment matching in the generator's own EMA feature space.** No external feature encoder is required. The same trained checkpoint supports both 1-NFE and 2-NFE sampling. IDM (Z-Image), 2 NFE. Samples from the paper. 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