Efficient Triton Kernels for LLM Training
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Sep 25, 2026 - Python
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triton
Here are 675 public repositories matching this topic...
[ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.
cuda triton attention vit quantization video-generation mlsys inference-acceleration efficient-attention llm llm-infra video-generate
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Jan 17, 2026 - Cuda
LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.
deep-learning leetcode transformers pytorch triton interview-questions coding-interviews from-scratch interview-preparation machine-learning-interview llm rlhf
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Sep 15, 2026 - Jupyter Notebook
Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.
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Jan 28, 2026 - Jupyter Notebook
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
A service for autodiscovery and configuration of applications running in containers
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Sep 20, 2023 - Go
FlagGems is an operator library for large language models implemented in the Triton Language.
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Sep 25, 2026 - Python
Playing with the Tigress software protection. Break some of its protections and solve their reverse engineering challenges. Automatic deobfuscation using symbolic execution, taint analysis and LLVM.
llvm reverse-engineering symbolic-execution deobfuscation triton taint-analysis tigress tigress-protections solution-tigress-challenge
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Nov 21, 2023 - LLVM
🚀🚀🚀A collection of some awesome public projects about Large Language Model(LLM), Vision Language Model(VLM), Vision Language Action(VLA), AI Generated Content(AIGC), the related Datasets and Applications.
reinforcement-learning cuda yolo triton awesome-list llama gpt datasets vla r1 vlm ai4science aigc llm langchain mllm qwen deepseek ai4s qwen3
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Aug 1, 2025
Trainable fast and memory-efficient sparse attention
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Sep 22, 2026 - Python
Puzzles for learning Triton, play it with minimal environment configuration!
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Mar 17, 2026 - Python
LLM algorithm practice lab with theory, solutions, and test cases.《大模型算法与系统教程》面向大模型入门到进阶的算法实战教程，覆盖原理讲解、答案解析、测试用例与 CUDA/Triton 实战。
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Sep 23, 2026 - Jupyter Notebook
A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.
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Aug 14, 2026 - Python
From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.
rust cuda pytorch triton quantization knowledge-distillation inference-engine jax kv-cache ml-systems llm mechanistic-interpretability fsdp flash-attention speculative-decoding paged-attention
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Jun 5, 2026 - Python
🚀🚀🚀 This repository lists some awesome public CUDA, cuda-python, cuBLAS, cuDNN, CUTLASS, TensorRT, TensorRT-LLM, Triton, TVM, MLIR, PTX and High Performance Computing (HPC) projects.
awesome hpc gpu cuda pytorch cublas triton blas llama cutlass cudnn gemm vlm tensorrt ptx tvm mlir llm tensorrt-llm deepseek
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Aug 2, 2025
LLVM based static binary analysis framework
analysis binary x86-64 llvm static-analysis deobfuscation triton x86 instruction-semantics program-analysis lifter llvm-ir
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Aug 15, 2026 - C++
Windows-only version of ComfyUI which uses AMD's official ROCm and PyTorch libraries to get better performance with AMD GPUs. [auto-installation and popular performance enhancing packages like triton * sage-attention * flash-attention * bitsandbytes included ]
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Sep 25, 2026 - Python
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