万亿参数的开源模型，能接管编程工具当全自动码农，还能给自己的大脑写代码实现？？？我决定花一下午测个够。先介绍一下今天的主角。Ring-2.5-1T，蚂蚁百灵团队刚发布的万亿参数开源思考模型，全球首个混合线性注意力架构的万亿级选手。IMO 2025 国际奥数 35/42 拿到金牌水平，CMO 2025 中国奥数 105 分远超国家集训队线 ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !本文实现 FlashAttention-2 的前向传播，具体包括：为 Q、K、V 设计分块策略；流式处理 K 和 V 块而非物化完整注意力矩阵；实现在线 softmax ...

NVIDIA's Skip Softmax in TensorRT-LLM offers up to 1.4x faster inference for LLMs by optimizing attention computation, enhancing performance on Hopper and Blackwell architectures. NVIDIA has unveiled ...

Learn how Log Softmax works and how to implement it in Python with this beginner-friendly guide. Understand the concept, see practical examples, and apply it to your deep learning projects.

An Eigen-based ROS1 plugin for mobile robot commands planning. Model Predictive Path Integral, Normal Distribution Noise, SG Smoother, Softmax, Dynamic Reconfigure ...

My team and I have written over 100 production-ready AI prompts. Our criteria are strict: it must prove reliable across various applications and consistently deliver the correct outputs. This is no ...