美團否認LongCat基礎模型負責人裴鵬離職的傳言。裴鵬2023年加入美團，主導研發了業界首個全流程國產算力的萬億參數大模型LongCat-2.0，該模型發佈尚不足一月。消息傳出不到一天即被官方闢謠。
7月27日，美團上線全場景AI Agent平臺CatPaw，搭載剛開源的萬億參數大模型LongCat2.0。該模型總參數1.6T，原生支持1M超長上下文，首次在五萬張國產算力卡上完成全流程訓練與推理。CatPaw將這一底層能力轉化爲開箱即用的企業級智能工作臺與Agent開發託管平臺，標誌着美團大模型從技術開源全面邁向產業落地。
美團7月27日否認LongCat團隊基礎模型負責人裴鵬離職傳聞，稱消息不實。裴鵬畢業於北大，2023年加入美團，先後任基座模型預訓練負責人及LongCat基礎模型負責人，全面主導大語言模型、多模態模型與Agent智能體的研發，並牽頭萬億參數大模型LongCat-2.0的研發與落地。
搜索智能體評測基準BrowseComp短期被“刷爆”，成績從30%飆到90%而逐漸失效。7月17日，美團LongCat發佈新基準LoHoSearch，基於含762萬實體的維基百科知識圖譜自動生成難題，意圖將評測重新推入高難度區，重設搜索智能體能力標尺。
meituan-longcat
LongCat-Video是一款具有136億參數的基礎視頻生成模型，在文本到視頻、圖像到視頻和視頻續幀等生成任務中表現出色，尤其擅長高效、高質量的長視頻生成。
mlx-community
這是美團LongCat-Flash-Chat模型的MLX格式轉換版本，採用創新的DQ6_K_M量化技術，專為配備512GB內存的蘋果Mac Studio M3 Ultra設備優化，在保持接近8位量化性能的同時顯著減少內存佔用
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