点击上方“Deephub Imba”,关注公众号,好文章不错过 !这篇文章从头实现 LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures。需要说明的是，这里写的是一个简洁的最小化训练脚本，目标是了解 JEPA 的本质：对同一文本创建两个视图，预测被遮蔽片段的嵌入，用表示对齐损失来训练。本文的目标是 ...

这意味着在推理阶段，用户只需要提供问题描述，不需要任何关于简化规则的额外提示，模型就能自动生成既正确又简洁的代码。特别值得注意的是：ShortCoder的pass@100得分（0.967）超越了当前最先进的DeepSeek-Coder-6… ...

Python turns 32. Explore 32 practical Python one-liners that show why readability, simplicity, and power still define the ...

JIT compiler stack up against PyPy? We ran side-by-side benchmarks to find out, and the answers may surprise you.

If you’re looking for a place to start, W3Schools has a Python tutorial that’s pretty straightforward. It breaks things down ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !训练单个 RL 智能体的过程非常简单，那么我们现在换一个场景，同时训练五个智能体，而且每个都有自己的目标、只能看到部分信息，还能互相帮忙。这就是多智能体强化学习（Multi-Agent Reinforcement ...

If you’re new to Python, one of the first things you’ll encounter is variables and data types. Understanding how Python handles data is essential for writing clean, efficient, and bug-free programs.

An exclusive, behind-the-scenes look at the quest to rid the Everglades of invasive Burmese pythons—including a record-breaking, 215-pound giant. Researchers Ian Bartoszek (left), Ian Easterling, and ...