Building AI agents with the Semantic Kernel SDK and Azure OpenAI
Building AI agents with the Semantic Kernel SDK and Azure OpenAI
9 months ago
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PyTorch Autograd vs. Unsloth Triton Kernels.The core engineering behind UnslothAI has always been impressive!Instead of relying on PyTorch's default autograd for backpropagation, Unsloth built their own backprop kernels from scratch in OpenAI's Triton language (a Python-based language for writing GPU kernels without needing to write raw CUDA C++).One of the reasons to do this is that the default autograd runs each operation as a separate GPU call, and each call reads and writes data back to glob
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PyTorch Autograd vs. Unsloth Triton Kernels.The core engineering behind UnslothAI has always been impressive!Instead of relying on PyTorch's default autograd for backpropagation, Unsloth built their own backprop kernels from scratch in OpenAI's Triton language (a Python-based language for writing GPU kernels without needing to write raw CUDA C++).One of the reasons to do this is that the default autograd runs each operation as a separate GPU call, and each call reads and writes data back to glob
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How Nvidia’s CUDA Monopoly In Machine Learning Is Breaking — OpenAI Triton And PyTorch 2.0 – Lifeboat News: The Blog
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