Tyler Hilbert

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upvoted 6 papers 3 months ago

TorchAO: PyTorch-Native Training-to-Serving Model Optimization

Paper • 2507.16099 • Published Jul 21 • 6

Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs

Paper • 2410.08806 • Published Oct 11, 2024 • 1

Compiler generated feedback for Large Language Models

Paper • 2403.14714 • Published Mar 18, 2024 • 7

Priority Sampling of Large Language Models for Compilers

Paper • 2402.18734 • Published Feb 28, 2024 • 19

Large Language Models for Compiler Optimization

Paper • 2309.07062 • Published Sep 11, 2023 • 24

EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine

Paper • 2206.10558 • Published Jun 21, 2022 • 1

upvoted an article 3 months ago

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Article

Accelerate ND-Parallel: A guide to Efficient Multi-GPU Training

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Aug 8

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86

upvoted a paper 3 months ago

AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs

Paper • 2507.05687 • Published Jul 8 • 27

upvoted an article 3 months ago

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Article

From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels

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Aug 18

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88