DeepSeek V4正式版自7月中旬灰度测试后一度跳票，官方至今未公布发布时间。但硅基流动平台通知自8月3日起，将DeepSeek V4 Pro的缓存命中价格从每百万Token 0.1元大幅上调至1.0元。这一突兀涨价被外界视为DeepSeek V4正式版即将上线的重要信号，8月3日或成为发布节点。
国产AI芯片与大模型协同优化取得重要进展。摩尔线程与硅基流动基于国产GPU MTT S5000，成功完成对千亿参数大模型DeepSeek V3 671B的深度适配。通过应用FP8低精度推理技术，实现单卡预填充吞吐量超4000 tokens/秒，解码吞吐量超1000 tokens/秒，推理速度已接近国际主流高端AI加速器水平。
硅基流动平台上线阿里Qwen3-VL开源模型，该模型在视觉理解、时序分析和多模态推理方面显著进步。它能有效应对图像模糊、视频复杂等难题，提升视觉认知能力，支持32种语言OCR功能，准确处理弱视觉信息，帮助用户轻松处理复杂视觉任务。
硅基流动发布实验性模型DeepSeek-V3.2-Exp，支持160K上下文长度，价格直降超50%。该模型基于V3.1-Terminus深度优化，引入DeepSeek稀疏注意力机制，显著提升长文本训练和推理效率。
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