{"schema_version":"onlylabs.public_signal.v1","title":"Moonshot AI (Kimi) Model: moonshotai/Kimi-VL-A3B-Thinking-2506","description":"Moonshot AI (Kimi) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/52919643-6e76-44b8-aac6-cd7b4bed4348","json_url":"https://onlylabs.fyi/signals/52919643-6e76-44b8-aac6-cd7b4bed4348/signal.json","generated_at":"2026-06-11T02:50:41.37688+00:00","org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/moonshot","dossier_json_url":"https://onlylabs.fyi/labs/moonshot/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/52919643-6e76-44b8-aac6-cd7b4bed4348","signal_json":"https://onlylabs.fyi/signals/52919643-6e76-44b8-aac6-cd7b4bed4348/signal.json","source":"https://huggingface.co/moonshotai/Kimi-VL-A3B-Thinking-2506","lab_dossier":"https://onlylabs.fyi/labs/moonshot","lab_dossier_json":"https://onlylabs.fyi/labs/moonshot/dossier.json","analysis":"https://onlylabs.fyi/analysis/moonshot","analysis_json":"https://onlylabs.fyi/analysis/moonshot/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/moonshot/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":"Moonshot AI (Kimi) published moonshotai/Kimi-VL-A3B-Thinking-2506. 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Please consider using this updated model instead of the previous version. > [!Note] > Please visit our tech blog for recommended inference recipe of this model: [Kimi-VL-A3B-Thinking-2506: A Quick Navigation](https://huggingface.co/blog/moonshotai/kimi-vl-a3b-thinking-2506) <div align=\"center\"> <img width=\"80%\" src=\"figures/logo.png\"> </div> <div align=\"center\"> <a href=\"https://arxiv.org/abs/2504.07491\"> <b>📄 Tech Report</b> </a> &nbsp;|&nbsp; <a href=\"https://github.com/MoonshotAI/Kimi-VL\"> <b>📄 Github</b> </a> &nbsp;|&nbsp; <a href=\"https://huggingface.co/spaces/moonshotai/Kimi-VL-A3B-Thinking\">💬 <b>Chat Web</b></a> </div> 1. Introduction This is an updated version of [Kimi-VL-A3B-Thinking](https://huggingface.co/moonshotai/Kimi-VL-A3B-Thinking), with following improved abilities: - **It Thinks Smarter while Consuming Less Tokens**: The 2506 version reaches better accuracy on multimodal reasoning benchmarks: 56.9 on MathVision..."},"evidence_pages":[{"url":"https://huggingface.co/moonshotai/Kimi-VL-A3B-Thinking-2506/raw/main/README.md","final_url":"https://huggingface.co/moonshotai/Kimi-VL-A3B-Thinking-2506/raw/main/README.md","title":"moonshotai/Kimi-VL-A3B-Thinking-2506 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:50:41.37688+00:00","bytes":13625,"raw_path":"66e4466f1a62e63d5b4c3c83af69b921e7b0fb6da59a03ff5daf55710cadc89c.md","content_hash":"840d2b966176f9e1742bd3143dcf8cde33e444734f799e1502cba9d0c85643bf","excerpt_chars":1200,"truncated":true,"excerpt":"--- base_model: - moonshotai/Kimi-VL-A3B-Instruct license: mit pipeline_tag: image-text-to-text library_name: transformers --- > [!Note] > This is an improved version of [Kimi-VL-A3B-Thinking](https://huggingface.co/moonshotai/Kimi-VL-A3B-Thinking). Please consider using this updated model instead of the previous version. > [!Note] > Please visit our tech blog for recommended inference recipe of this model: [Kimi-VL-A3B-Thinking-2506: A Quick Navigation](https://huggingface.co/blog/moonshotai/kimi-vl-a3b-thinking-2506) <div align=\"center\"> <img width=\"80%\" src=\"figures/logo.png\"> </div> <div align=\"center\"> <a href=\"https://arxiv.org/abs/2504.07491\"> <b>📄 Tech Report</b> </a> &nbsp;|&nbsp; <a href=\"https://github.com/MoonshotAI/Kimi-VL\"> <b>📄 Github</b> </a> &nbsp;|&nbsp; <a href=\"https://huggingface.co/spaces/moonshotai/Kimi-VL-A3B-Thinking\">💬 <b>Chat Web</b></a> </div> 1. 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