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 ...

Oh, sure, I can “code.” That is, I can flail my way through a block of (relatively simple) pseudocode and follow the flow. I ...

Official support for free-threaded Python, and free-threaded improvements Python’s free-threaded build promises true parallelism for threads in Python programs by removing the Global Interpreter Lock ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Ready to develop your first AWS Lambda function in Python? It really couldn’t be easier. The AWS ...

This project provides a comprehensive, step-by-step guide on how to build and install a Python C extension. The goal is to create a Python module that utilizes a C-based function for improved ...

Functions are the building blocks of Python programming. They let you organize your code, reduce repetition, and make your programs more readable and reusable. Whether you’re writing small scripts or ...

Functions are the building blocks of Python programs. They let you write reusable code, reduce duplication, and make projects easier to maintain. In this guide, we’ll walk through all the ways you can ...

It’s often the case that as we are writing code, we don’t have all the information we need for our program to produce the desired result. For example, imagine you were asked to write a calculator ...

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In this tutorial, we built a powerful and interactive AI application that generates startup pitch ideas using Google’s Gemini Pro model through the versatile LiteLLM framework. LiteLLM is the backbone ...