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5 - Open Source Tools
RagaAI-Catalyst
RagaAI Catalyst is a comprehensive platform designed to enhance the management and optimization of LLM projects. It offers features such as project management, dataset management, evaluation management, trace management, prompt management, synthetic data generation, and guardrail management. These functionalities enable efficient evaluation and safeguarding of LLM applications.
github
: 8.5k
how-to-optim-algorithm-in-cuda
This repository documents how to optimize common algorithms based on CUDA. It includes subdirectories with code implementations for specific optimizations. The optimizations cover topics such as compiling PyTorch from source, NVIDIA's reduce optimization, OneFlow's elementwise template, fast atomic add for half data types, upsample nearest2d optimization in OneFlow, optimized indexing in PyTorch, OneFlow's softmax kernel, linear attention optimization, and more. The repository also includes learning resources related to deep learning frameworks, compilers, and optimization techniques.
github
: 2.0k
2 - OpenAI Gpts
🌎SDGs Declaration
”Let's Declare Actions for Achieving the SDGs!” Your SDGs Declaration Realized The World 100 Years After Achievement SDGs宣言 ーSDGs達成に向けた行動を宣言しよう！" ～あなたのSDGs宣言が達成された100年後の世界～
gpt
: 30+