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Tolga Aktas

tolgaaktas
berkind's profile picture arda-argmax's profile picture ardaibis's profile picture
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https://tolgaaktas.github.io

AI & ML interests

Self-Supervised Learning, Computer Vision, Lifelong ML, Continual Learning

Recent Activity

updated a model 5 days ago
tolgaaktas/Qwen2-0.5B-GRPO-test
published a model 5 days ago
tolgaaktas/Qwen2-0.5B-GRPO-test
reacted to merve's post with 🔥 6 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
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