{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Model: inclusionAI/LLaDA2.2-mini","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/caa3295e-e359-4bd2-9660-f4c99740cc41","json_url":"https://onlylabs.fyi/signals/caa3295e-e359-4bd2-9660-f4c99740cc41/signal.json","generated_at":"2026-09-09T18:45:50.515Z","evidence_latest_fetched_at":"2026-09-06T07:20:23.194636+00:00","signal_first_seen_at":"2026-09-06T07:20:09.806607+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/caa3295e-e359-4bd2-9660-f4c99740cc41","signal_json":"https://onlylabs.fyi/signals/caa3295e-e359-4bd2-9660-f4c99740cc41/signal.json","source":"https://huggingface.co/inclusionAI/LLaDA2.2-mini","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/LLaDA2.2-mini. 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Built upon the LLaDA2.0-mini architecture, it inherits the core innovations of the LLaDA2.2 series — **Levenshtein Editing** (introducing `DELETE` and `INSERT` control tokens) — enabling long-context tool calling, multi-turn interaction, and robust error correction, while maintaining a smaller parameter footprint and lower inference cost. For more details, please refer to our [technical report](https://github.com/inclusionAI/LLaDA2.X/blob/main/LLaDA2_2_tech_report.pdf). --- 📊 Benchmarks The following table compares **LLaDA2.0-mini**, **LLaDA2.1-mini**, and **LLaDA2.2-mini** across General and Agentic capabilities. 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