Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.
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Mar 19, 2026 - Python
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kernel-optimization
Here are 8 public repositories matching this topic...
Production-Grade Autoresearch. Ideal for GPU kernels, ML model development, feature engineering, prompt engineering, and other optimizable code.
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May 7, 2026 - Python
Learn Triton by building FlashAttention from scratch — V2 kernels, persistent threads, mask DSL, profiling toolkit, bilingual docs
tutorial cuda pytorch triton educational attention-mechanism gpu-programming forward-pass flash-attention kernel-optimization online-softmax
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May 14, 2026 - Python
Automatic Triton kernel generation and optimization for Intel GPU, powered by Claude Code.
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May 12, 2026 - Python
Noeris — autonomous kernel fusion discovery + Triton autotuning for LLM kernels and Gemma layer deeper fusion (A100/H100 wins).
benchmarking cuda pytorch triton autotuning gemma gpu-kernels github-actions kernel-fusion llm-training llm-inference kernel-optimization
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May 13, 2026 - Python
Domain-specific fine-tuned code model for AMD ROCm GPU kernel optimization. SFT + GRPO on MI300X. 14% vs CUDA hand-tuned. 🤗 HF Space: https://huggingface.co/spaces/XMRTDAO/rocm-kernel-tuner
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May 10, 2026 - Python
Skill pack for custom PyTorch MPS kernels on Apple Silicon (examples, tests, and optimization patterns).
python machine-learning deep-learning metal gpu pytorch mps apple-silicon kernel-optimization metal-shading-language pytorch-mps
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Feb 16, 2026 - Python
Optimize PyTorch GPU kernels by autonomously profiling, extracting, and improving Triton or CUDA C++ code for better performance and efficiency.
rust reinforcement-learning kernel deep-learning gpu cuda configuration pytorch triton halide tensor kconfig tvm kernel-optimization autoresearch
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May 14, 2026 - Python
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