☆76Mar 26, 2025Updated last year
Alternatives and similar repositories for DeepSpeed-Kernels
Users that are interested in DeepSpeed-Kernels are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Jun 21, 2026Updated 3 weeks ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆45Feb 27, 2025Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,108Jun 30, 2025Updated last year
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆129Jul 13, 2024Updated 2 years ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆115Jun 28, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Feb 23, 2024Updated 2 years ago
- ☆13Jan 7, 2025Updated last year
- ☆25Mar 15, 2023Updated 3 years ago
- ☆20Sep 28, 2024Updated last year
- Perplexity GPU Kernels☆590Nov 7, 2025Updated 8 months ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆47Jun 11, 2025Updated last year
- ☆269Jul 11, 2024Updated 2 years ago
- CUDA 12.2 HMM demos☆21Jul 26, 2024Updated last year
- A low-latency & high-throughput serving engine for LLMs☆511Jan 8, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,109Sep 4, 2024Updated last year
- IntLLaMA: A fast and light quantization solution for LLaMA☆19Jul 21, 2023Updated 2 years ago
- MSCCL++: A GPU-driven communication stack for scalable AI applications☆541Updated this week
- ☆135Nov 11, 2024Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆504Updated this week
- GPTQ inference Triton kernel☆323May 18, 2023Updated 3 years ago
- Implementation for IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs (ICLR 2024).☆25Jun 9, 2026Updated last month
- Sample Codes using NVSHMEM on Multi-GPU☆30Jan 22, 2023Updated 3 years ago
- ☆27Feb 20, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆106Sep 9, 2024Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆343Jul 2, 2024Updated 2 years ago
- A Triton JIT runtime and ffi provider in C++☆37Updated this week
- ☆11Apr 5, 2021Updated 5 years ago
- extensible collectives library in triton☆97Mar 31, 2025Updated last year
- Stateful LLM Serving☆105Mar 11, 2025Updated last year
- Expert Specialization MoE Solution based on CUTLASS☆27Apr 14, 2026Updated 3 months ago
- ☆115Mar 12, 2026Updated 4 months ago
- Torch Distributed Experimental☆117Aug 5, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A lightweight triton-based General Matrix Multiplication (GEMM) library.☆65Jun 13, 2026Updated last month
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆479Mar 15, 2024Updated 2 years ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆113Sep 10, 2024Updated last year
- Microsoft Collective Communication Library☆394Sep 20, 2023Updated 2 years ago
- Depict GPU memory footprint during DNN training of PyTorch☆11Nov 17, 2022Updated 3 years ago
- A Easy-to-understand TensorOp Matmul Tutorial☆445Mar 5, 2026Updated 4 months ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆282Jul 16, 2025Updated last year