2025 年,全球大模型技术与产业发展进入新的阶段。
这一年,主流模型在推理能力、多模态支持与应用形态上持续演进,训练范式、算力结构与生态格局亦出现一系列重要变化。与此同时,模型规模扩张节奏放缓,效率优化、推理策略与工程化能力逐渐成为影响模型性能与成本的关键因素。
资料基于 2025 年度公开发布的模型、技术论文、产品更新与产业动态,对大模型领域的重要事件与发展趋势进行系统梳理,重点关注模型训练方法、能力结构变化、应用范式演进、基础设施与开源生态等方面的进展。
资料旨在通过年度回顾的方式,呈现大模型发展的主要脉络与阶段性特征,为相关研究、产业实践与技术观察提供参考。
资料正文以 PPT 均由清新研究使用AI自动整理,以下为完整内容(可留言或私信获得全文)
![图片[1]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003449260-1766421289-cf22abe86ccde76264eb90ad3f077021-scaled.png)
![图片[2]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003453257-1766421293-8324bc90872cc21abf59ffa9e7236d72-scaled.png)
![图片[3]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003455353-1766421295-31ea5dbc5df1b56b9fdf0eb44e96b0f7.jpeg)
![图片[4]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003457781-1766421297-4be62cfb5a659f13b4af93856d5e03b2-scaled.png)
![图片[5]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003502194-1766421302-c91872a36306cfd2fe72ab90cdb948d5-scaled.png)
![图片[6]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003505303-1766421305-b6213d41068a07df26ec331adf6929a2.jpeg)
![图片[7]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003507435-1766421307-c328f6fa45abbab9cbfdbcf5c24b38b2-scaled.png)
![图片[8]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003509725-1766421309-2d75a14b2f27abee5b7363131a8a9c8b-scaled.png)
![图片[9]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003513349-1766421313-91b413bb8de2e6ebf7c3c5250ed468ef-scaled.png)
![图片[10]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003516926-1766421316-e8c73b4338890df67ab11dcb9bf7b1c5-scaled.png)
![图片[11]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003520305-1766421320-9cafa38c5dcd051508b9941ab79a5255-scaled.png)
![图片[12]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003523431-1766421323-698e978017ddb32fff8b58fd9eb89a4c-scaled.png)
![图片[13]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003527139-1766421327-2f2657e569eaef6b9d11302c072f4d63-scaled.png)
![图片[14]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003530357-1766421330-89ef50eabace510e36a39bf8dbae13f9-scaled.png)
![图片[15]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003533303-1766421333-7627ee8ac589e3dbe4e7d629ac98d407-scaled.png)
![图片[16]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003536349-1766421336-2fa8739b2f99e9eaa8d4545d40d23b4e-scaled.png)
![图片[17]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003540470-1766421340-8caa4a1956de0e12e2a0ab98b7ec74fb-scaled.png)
![图片[18]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003543280-1766421343-f268f23912a59d38f5b99b91e939ea4a-scaled.png)
![图片[19]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003548596-1766421348-84d7e28c296dd3ee52e7bac8c549ee4e-scaled.png)
![图片[20]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003551925-1766421351-e3fff0f4603487a3e934448245c91b24-scaled.png)
![图片[21]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003556739-1766421356-006ddd91fe161e599027743ab464ab11-scaled.png)
![图片[22]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003600793-1766421360-a0961872e4604cf23fca0332bcbebe28-scaled.png)
![图片[23]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003604508-1766421364-be111a74104686a15875f8bdd25ca27e-scaled.png)
![图片[24]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003606304-1766421366-5045f279c5bb7be751f0b5b4bd820df6.jpeg)
![图片[25]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003609959-1766421369-c824bb7b68758296d9a8a7bf3c56d302-scaled.png)
![图片[26]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003612799-1766421372-fc65ff9729812ea84ab2c55ec3ca651a-scaled.png)
![图片[27]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003616299-1766421376-edcad807e44dcf5f593a0e132fbd5260-scaled.png)
![图片[28]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003620548-1766421380-76b9c92536bea8443857ff6d11e1536f-scaled.png)
![图片[29]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003623999-1766421383-39b97709e077b2c1c2c1175b17820349-scaled.png)
![图片[30]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003626838-1766421386-f79c0cf1fafc750e8b6a694503f7b29e-scaled.png)
![图片[31]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003630138-1766421390-148fbe7d65023a104aa803817387666b-scaled.png)
![图片[32]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003634849-1766421394-0b4abca12366119b74f8820a0ef119d5-scaled.png)
![图片[33]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003637276-1766421397-cb24efea7ae77bfe1c7790efd5a4bbe1-scaled.png)
![图片[34]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003642197-1766421402-85e6634123c697484f610d2e0832cd6b-scaled.png)
![图片[35]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003646503-1766421406-872d20df922552912b7b44cc1a0edf02-scaled.png)
![图片[36]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003650367-1766421410-5e890804d753f73e4cffe5d7641da743-scaled.png)
![图片[37]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003654228-1766421414-23e551d4f18eb6ffb7a0517364329633-scaled.png)
![图片[38]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003657222-1766421417-f0b57255df572dc356a4bceff2c198cb-scaled.png)
![图片[39]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003701985-1766421421-62cc2aecbd27d09e3f40cad5fbddb4f5-scaled.png)
![图片[40]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003704837-1766421424-15fee1ae8ca3b375a49ae27d5b11a439-scaled.png)
![图片[41]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003708695-1766421428-d325e5754817215d80314bfad469793f-scaled.png)
![图片[42]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003710633-1766421430-54aee8dd8a0f804048ce8e71a4b97a95-scaled.png)
![图片[43]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003713448-1766421433-86a69b70749d8b55574a13a4c87013e4-scaled.png)
![图片[44]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003716366-1766421436-c0c0ce23cefd01cac551e06ec56027e8-scaled.png)
![图片[45]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003720558-1766421440-d8b4dec7229f9c46acafa4d1c26ffbc7-scaled.png)
![图片[46]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003724860-1766421444-567ba2216daf7c102c7b684d90aacce6-scaled.png)
![图片[47]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003727776-1766421447-e6cc5d9c07e164ed735952327929e4ac-scaled.png)
![图片[48]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003731164-1766421451-58fd464281373ae49c5de3dd113fa8c2-scaled.png)
![图片[49]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003734796-1766421454-9dd3ecdc07b1073ff215444522f3b38d-scaled.png)
![图片[50]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003739942-1766421459-d17e4fc9d398c8b515a33485fa9b1fef-scaled.png)
![图片[51]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003742559-1766421462-ea30d1dbfb6007ddf2536e273bebf3a5-scaled.png)
![图片[52]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003746757-1766421466-dd95cc8166236799b13ba1ad252c49aa-scaled.png)
![图片[53]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003750349-1766421470-43817b968d51534db2fcd2f2850fa787-scaled.png)
![图片[54]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003753301-1766421473-30a6cb7e7fcc239ea4fa168f18efff69-scaled.png)
![图片[55]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003756737-1766421476-ef68f8cfa176e43207f20eff71fda9a5-scaled.png)
![图片[56]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003800485-1766421480-b0aabf9e46c4af86899da6c3cab18a6f-scaled.png)
![图片[57]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003804133-1766421484-b77bc1577f91d39f680bc563a956d8a4-scaled.png)
![图片[58]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003807332-1766421487-ce767a31112c67353e1884e06184e40d-scaled.png)
![图片[59]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003811826-1766421491-282899963ce7626fbb743b0f162f8603-scaled.png)
![图片[60]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003814714-1766421494-c493d8cdb688c6cbda1fcc357e3bd0cb-scaled.png)
![图片[61]-2025年AI大模型资料汇编PPT-AI Express News](https://www.aiexpress.news/wp-content/uploads/2025/12/20251223003817438-1766421497-26a23822b7c0ef49172b12c7b0a6ed9a-scaled.png)
原文链接https://mp.weixin.qq.com/s/GDUkeEdPHQ2NDvfqgx5iMQ
© 版权声明
文章版权归作者所有,未经允许请勿转载。
THE END


















暂无评论内容