据悉，V4 原生支持图片、视频与文本生成，DeepSeek 还将在发布当天同步公开一份简短技术说明，并于约一个月后发布详尽的工程报告。
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The monthly analysis gave me an idea: could Opus 4.5 design a small webapp to view the top videos by month? That gives me the opportunity to try another test of how well Opus 4.5 works with less popular frameworks than React or other JavaScript component frameworks that LLMs push by default. Here, I’ll try FastAPI, Pico CSS for the front end (because we don’t need a JavaScript framework for this), and HTMX for lightweight client/server interactivity:
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值得一提的是，Qwen3.5-27B 作为 Qwen3.5 首个密集（Dense）模型，在工具调用、搜索、编程等多个 Agent 评测中均超过了GPT-5 mini；在视觉推理、文本识别和理解、视频推理等多项视觉理解榜单中，超过了 Qwen3-VL 旗舰模型和 Claude Sonnet 4.5。