{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Model: inclusionAI/LLaDA2.1-flash","description":"InclusionAI (Ant Group) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/418b0cf0-a450-4f45-9912-fdf12c41065d","json_url":"https://onlylabs.fyi/signals/418b0cf0-a450-4f45-9912-fdf12c41065d/signal.json","generated_at":"2026-06-11T02:49:44.575452+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/418b0cf0-a450-4f45-9912-fdf12c41065d","signal_json":"https://onlylabs.fyi/signals/418b0cf0-a450-4f45-9912-fdf12c41065d/signal.json","source":"https://huggingface.co/inclusionAI/LLaDA2.1-flash","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/LLaDA2.1-flash. 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Try it via API 🛠️ or Chat 💬: https://zenmux.ai/inclusionai/llada2.1-flash **LLaDA2.1-flash** is a diffusion language model of the LLaDA series featuring the editing enhancement. It significantly improves inference speed while delivering strong task performance. <div align=\"center\"> <img src=\"https://mdn.alipayobjects.com/huamei_qa8qxu/afts/img/A*uOo8QKQMiBwAAAAAgNAAAAgAemJ7AQ/original\" width=\"800\" /> </div> <div align=\"center\"> <img src=\"https://mdn.alipayobjects.com/huamei_qa8qxu/afts/img/A*biwvQpCmKjEAAAAAULAAAAgAemJ7AQ/original\" width=\"800\" /> </div> --- <table> <thead> <tr> <th align=\"left\"><b>Benchmark</b></th> <th align=\"center\"><b>Qwen3-30B-<br>A3B-Inst-2507</b><br><sub>(Score)</sub></th> <th align=\"center\"><b>Ling-flash-2.0</b><br><br><sub>(Score)</sub></th> <th align=\"center\"><b>LLaDA2.0-flash</b><br><br><sub>(Score | TPF)</sub></th> <th align=\"center\"><b>LLaDA2.1-flash<br>(S Mode)</b><br><sub>(Score | TPF)</sub></th> <th align=\"center\"><b>LLaDA2.1-flash<br>(Q Mode)</b><br><sub>(Score | TPF)</sub></th>..."},"evidence_pages":[{"url":"https://huggingface.co/inclusionAI/LLaDA2.1-flash/raw/main/README.md","final_url":"https://huggingface.co/inclusionAI/LLaDA2.1-flash/raw/main/README.md","title":"inclusionAI/LLaDA2.1-flash model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:44.575452+00:00","bytes":14895,"raw_path":"fb35aa3448f0ce20d2a87acc36f54738fec1f13db302372c5c95b06be555badc.md","content_hash":"0b32514ed8e49f8938cf173f0dd396550db3e6e85d12d752171d428d125d86de","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 library_name: transformers tags: - dllm - diffusion - llm - text_generation --- LLaDA2.1-flash 🚀 **LLaDA2.1-flash** is now live on **ZenmuxAI**! Try it via API 🛠️ or Chat 💬: https://zenmux.ai/inclusionai/llada2.1-flash **LLaDA2.1-flash** is a diffusion language model of the LLaDA series featuring the editing enhancement. It significantly improves inference speed while delivering strong task performance. <div align=\"center\"> <img src=\"https://mdn.alipayobjects.com/huamei_qa8qxu/afts/img/A*uOo8QKQMiBwAAAAAgNAAAAgAemJ7AQ/original\" width=\"800\" /> </div> <div align=\"center\"> <img src=\"https://mdn.alipayobjects.com/huamei_qa8qxu/afts/img/A*biwvQpCmKjEAAAAAULAAAAgAemJ7AQ/original\" width=\"800\" /> </div> --- <table> <thead> <tr> <th align=\"left\"><b>Benchmark</b></th> <th align=\"center\"><b>Qwen3-30B-<br>A3B-Inst-2507</b><br><sub>(Score)</sub></th> <th align=\"center\"><b>Ling-flash-2.0</b><br><br><sub>(Score)</sub></th> <th align=\"center\"><b>LLaDA2.0-flash</b><br><br><sub>(Score | TPF)</sub></th> <th align=\"center\"><b>LLaDA2.1-flash<br>(S Mode)</b><br><sub>(Score | TPF)</sub></th> <th align=\"center\"><b>LLaDA2.1-flash<br>(Q Mode)</b><br><sub>(Score | TPF)</sub></th>..."}],"related_signals":[{"id":"107f41df-b146-4e20-b2f3-fe20b0beba2f","url":"https://onlylabs.fyi/signals/107f41df-b146-4e20-b2f3-fe20b0beba2f","source_url":"https://huggingface.co/inclusionAI/ARGenSeg-8B","title":"inclusionAI/ARGenSeg-8B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-05-15T02:33:52+00:00","first_seen_at":"2026-06-06T01:49:59.745196+00:00","date_source":"source"},{"id":"dde86c8e-76c3-4d1e-83d6-49cf5c3f4ffb","url":"https://onlylabs.fyi/signals/dde86c8e-76c3-4d1e-83d6-49cf5c3f4ffb","source_url":"https://huggingface.co/inclusionAI/Ring-2.6-1T","title":"inclusionAI/Ring-2.6-1T","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-05-14T08:10:02+00:00","first_seen_at":"2026-06-06T01:49:59.745196+00:00","date_source":"source"},{"id":"d6c4a960-010a-4ca7-8e50-d0daac87bfaf","url":"https://onlylabs.fyi/signals/d6c4a960-010a-4ca7-8e50-d0daac87bfaf","source_url":"https://huggingface.co/inclusionAI/LLaDA2.0-Uni-FP8","title":"inclusionAI/LLaDA2.0-Uni-FP8","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-05-06T08:03:43+00:00","first_seen_at":"2026-06-06T01:49:59.745196+00:00","date_source":"source"},{"id":"d56c53e5-d719-424a-964b-24995a3277c7","url":"https://onlylabs.fyi/signals/d56c53e5-d719-424a-964b-24995a3277c7","source_url":"https://huggingface.co/inclusionAI/Ling-2.6-1T","title":"inclusionAI/Ling-2.6-1T","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-29T03:19:36+00:00","first_seen_at":"2026-06-06T01:49:59.745196+00:00","date_source":"source"},{"id":"5f271d7b-0454-436e-b047-20873d891685","url":"https://onlylabs.fyi/signals/5f271d7b-0454-436e-b047-20873d891685","source_url":"https://huggingface.co/inclusionAI/Ling-2.6-flash","title":"inclusionAI/Ling-2.6-flash","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-28T03:27:56+00:00","first_seen_at":"2026-06-06T01:49:59.745196+00:00","date_source":"source"},{"id":"34bceb00-128e-426c-9c45-ec7f6b585baa","url":"https://onlylabs.fyi/signals/34bceb00-128e-426c-9c45-ec7f6b585baa","source_url":"https://huggingface.co/inclusionAI/LLaDA2.0-Uni","title":"inclusionAI/LLaDA2.0-Uni","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-22T17:10:47+00:00","first_seen_at":"2026-06-06T01:49:59.745196+00:00","date_source":"source"}]}