SiriusNEO / Triton-Puzzles-Lite
Puzzles for learning Triton, play it with minimal environment configuration!
☆121Updated last week
Related projects ⓘ
Alternatives and complementary repositories for Triton-Puzzles-Lite
- flash attention tutorial written in python, triton, cuda, cutlass☆202Updated 5 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆104Updated 4 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆238Updated last week
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆175Updated 2 weeks ago
- nnScaler: Compiling DNN models for Parallel Training☆74Updated 3 weeks ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆202Updated 2 weeks ago
- High performance Transformer implementation in C++.☆82Updated 2 months ago
- A collection of memory efficient attention operators implemented in the Triton language.☆219Updated 5 months ago
- ☆52Updated last week
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆45Updated 3 months ago
- TiledCUDA is a highly efficient kernel template library designed to elevate CUDA C’s level of abstraction for processing tiles.☆154Updated this week
- A Easy-to-understand TensorOp Matmul Tutorial☆290Updated 2 months ago
- ☆79Updated 2 months ago
- ☆64Updated 3 months ago
- Summary of some awesome work for optimizing LLM inference☆37Updated 2 weeks ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆278Updated 4 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆114Updated last month
- paper and its code for AI System☆215Updated 2 months ago
- ☆42Updated 7 months ago
- A fast communication-overlapping library for tensor parallelism on GPUs.☆224Updated 3 weeks ago
- Materials for learning SGLang☆96Updated this week
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆103Updated 3 months ago
- MagicPIG: LSH Sampling for Efficient LLM Generation☆58Updated 3 weeks ago
- A low-latency & high-throughput serving engine for LLMs☆245Updated 2 months ago
- ☆167Updated 4 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆136Updated this week
- Examples of CUDA implementations by Cutlass CuTe☆98Updated last week
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆208Updated 3 weeks ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆180Updated last year
- A sparse attention kernel supporting mix sparse patterns☆55Updated last month