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45Implement Flash Attention using Cute.
Play Leetcode with different programming language
Flash Attention in ~100 lines of CUDA (forward pass only)
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LLM驱动的 A/H股智能分析器，多数据源行情 + 实时新闻 + Gemini 决策仪表盘 + 多渠道推送，零成本，纯白嫖，定时运行
Implement FPN with pytorch
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Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding
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🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"
eval voc data use python
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Yinghan's Code Sample
CUDA Matrix Multiplication Optimization
CUDA Templates for Linear Algebra Subroutines
各方面的电子书籍
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
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Tile primitives for speedy kernels
Use python to implement 2048 game
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An Open Source Machine Learning Framework for Everyone
Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
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Implement YOLOv2 with pytorch
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classic books of computer science!