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charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:53.857506+00:00","bytes":6540,"raw_path":"1baaad1628158982190c7429301e12e24cd7ee3bb6056b18534c4240ce0bac33.md","content_hash":"d2332c5f1c7318737c2d42c6ec09ff7f26223d1b595fd5d0e1a189ba53064dd9","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit pipeline_tag: text-generation library_name: transformers --- <div align=\"center\"> <h3 align=\"center\"> <b> <hr style=\"width: 700px; border: none; border-top: 2px solid #333; margin: 16px auto;\" /> <img src=\"figures/logo.png\" height=\"16\" width=\"16\" style=\"display: inline-block; vertical-align: middle; margin: 2px;\"> Kimi Linear: An Expressive, Efficient Attention Architecture <hr style=\"width: 700px; border: none; border-top: 2px solid #333; margin: 16px auto;\" /> </b> </h3> </div> <div align=\"center\"> <a href=\"https://huggingface.co/papers/2510.26692\" style=\"margin: 0 8px;\"> <img src=\"figures/arxiv.png\" height=\"16\" width=\"16\" style=\"display: inline-block; vertical-align: middle; margin: 2px;\"><b> Paper</b> </a> <a href=\"https://github.com/MoonshotAI/Kimi-Linear\" style=\"margin: 0 8px;\"> <img src=\"figures/github.png\" height=\"16\" width=\"16\" style=\"display: inline-block; vertical-align: middle; margin: 2px;\"><b> Code</b> </a> <a href=\"https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct\" style=\"margin: 0 8px;\"> <img src=\"https://huggingface.co/front/assets/huggingface_logo-noborder.svg\" height=\"16\" width=\"16\" style=\"display: inline-block; vertical-align:..."},"evidence_pages":[{"url":"https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct/raw/main/README.md","final_url":"https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct/raw/main/README.md","title":"moonshotai/Kimi-Linear-48B-A3B-Instruct model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:53.857506+00:00","bytes":6540,"raw_path":"1baaad1628158982190c7429301e12e24cd7ee3bb6056b18534c4240ce0bac33.md","content_hash":"d2332c5f1c7318737c2d42c6ec09ff7f26223d1b595fd5d0e1a189ba53064dd9","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit pipeline_tag: text-generation library_name: transformers --- <div align=\"center\"> <h3 align=\"center\"> <b> <hr style=\"width: 700px; border: none; border-top: 2px solid #333; margin: 16px auto;\" /> <img src=\"figures/logo.png\" height=\"16\" width=\"16\" style=\"display: inline-block; vertical-align: middle; margin: 2px;\"> Kimi Linear: An Expressive, Efficient Attention Architecture <hr style=\"width: 700px; border: none; border-top: 2px solid #333; margin: 16px auto;\" /> </b> </h3> </div> <div align=\"center\"> <a href=\"https://huggingface.co/papers/2510.26692\" style=\"margin: 0 8px;\"> <img src=\"figures/arxiv.png\" height=\"16\" width=\"16\" style=\"display: inline-block; vertical-align: middle; margin: 2px;\"><b> Paper</b> </a> <a href=\"https://github.com/MoonshotAI/Kimi-Linear\" style=\"margin: 0 8px;\"> <img src=\"figures/github.png\" height=\"16\" width=\"16\" style=\"display: inline-block; vertical-align: middle; margin: 2px;\"><b> Code</b> </a> <a href=\"https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct\" style=\"margin: 0 8px;\"> <img src=\"https://huggingface.co/front/assets/huggingface_logo-noborder.svg\" height=\"16\" width=\"16\" style=\"display: inline-block; 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