ScalingIntelligence / KernelBench
KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA problems
☆234Updated this week
Alternatives and similar repositories for KernelBench:
Users that are interested in KernelBench are comparing it to the libraries listed below
- Applied AI experiments and examples for PyTorch☆249Updated this week
- Cataloging released Triton kernels.☆204Updated 2 months ago
- ☆191Updated this week
- Fast low-bit matmul kernels in Triton☆267Updated this week
- ring-attention experiments☆127Updated 5 months ago
- Collection of kernels written in Triton language☆114Updated last month
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆232Updated 3 weeks ago
- extensible collectives library in triton☆84Updated 5 months ago
- This repository contains the experimental PyTorch native float8 training UX☆222Updated 7 months ago
- ☆73Updated 4 months ago
- Fastest kernels written from scratch☆199Updated 2 weeks ago
- Triton-based implementation of Sparse Mixture of Experts.☆207Updated 3 months ago
- ☆191Updated 8 months ago
- ☆101Updated 6 months ago
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆189Updated this week
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆298Updated 8 months ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆152Updated 9 months ago
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆524Updated last month
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆239Updated 4 months ago
- Small scale distributed training of sequential deep learning models, built on Numpy and MPI.☆126Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆74Updated 4 months ago
- ☆203Updated last month
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆336Updated 7 months ago
- Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers☆207Updated 7 months ago
- ☆290Updated this week
- Dynamic Memory Management for Serving LLMs without PagedAttention☆317Updated this week
- An experimental CPU backend for Triton☆99Updated last week
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆201Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆70Updated 6 months ago