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SagarDesai

sagarsdesai

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SDcodehub

AI & ML interests

AGI, AI, RL, LLM, ML, MLOPS

Recent Activity

upvoted an article about 2 months ago

Introducing Training Cluster as a Service - a new collaboration with NVIDIA

reacted to merve's post with 👍 about 2 months ago

stop writing CUDA kernels yourself we have launched Kernel Hub: easy optimized kernels for all models on Hugging Face 🔥 use them right away! it's where the community populates optimized kernels 🤝 this release comes in three parts > Kernel Hub: contains (as of now) 14 kernels > kernels: Python library to load kernels from Kernel Hub > kernel-builder: Nix package to build kernels for PyTorch (made using PyTorch C++ frontend) when building models, your regular workflow should be pulling kernels from Hub and building your model with them 🤗 here's a practical example with RMSNorm: 1. pull the kernel from Hub with `get_kernel` 2. decorate with `use_kernel_forward_from_hub` 3. inject it to your model we'd love to hear your feedback! 🙏🏻 we also welcome kernel contributions by community 🥹💗 - request kernels here: https://huggingface.co/spaces/kernels-community/README/discussions/1 - check out this org: https://huggingface.co/kernels-community - read the blog: https://huggingface.co/blog/hello-hf-kernels

upvoted an article 3 months ago

Visualize and understand GPU memory in PyTorch

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