Alternatives and similar repositories for DeepSpeed-Kernels:

Users that are interested in DeepSpeed-Kernels are comparing it to the libraries listed below

• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆64Updated 4 months ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆58Updated 2 months ago
• pytorch-labs / tritonbench
  Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.
  ☆75Updated this week
• stanford-futuredata / stk
  ☆96Updated 4 months ago
• feifeibear / Odysseus-Transformer
  Odysseus: Playground of LLM Sequence Parallelism
  ☆64Updated 7 months ago
• hpcaitech / TensorNVMe
  A Python library transfers PyTorch tensors between CPU and NVMe
  ☆102Updated last month
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆93Updated 6 months ago
• cchan / tccl
  extensible collectives library in triton
  ☆76Updated 3 months ago
• yifuwang / symm-mem-recipes
  ☆27Updated 3 weeks ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆55Updated 3 months ago
• triton-lang / kernels
  ☆64Updated 2 months ago
• AlibabaPAI / FLASHNN
  ☆78Updated 4 months ago
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆230Updated 2 months ago
• ankan-ban / llama_cu_awq
  llama INT4 cuda inference with AWQ
  ☆49Updated 6 months ago
• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆64Updated this week
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆195Updated last year
• exists-forall / striped_attention
  ☆38Updated last year
• IBM / triton-dejavu
  Framework to reduce autotune overhead to zero for well known deployments.
  ☆57Updated last month
• LeiWang1999 / AutoGPTQ.tvm
  GPTQ inference TVM kernel
  ☆38Updated 8 months ago
• RulinShao / LightSeq
  Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
  ☆204Updated 4 months ago
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆84Updated 2 weeks ago
• tlc-pack / libflash_attn
  Standalone Flash Attention v2 kernel without libtorch dependency
  ☆99Updated 4 months ago
• mobiusml / gemlite
  Fast low-bit matmul kernels in Triton
  ☆187Updated last week
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆87Updated 10 months ago
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆211Updated this week
• ModelTC / awesome-lm-system
  Summary of system papers/frameworks/codes/tools on training or serving large model
  ☆56Updated last year
• facebookresearch / MODel_opt
  Memory Optimizations for Deep Learning (ICML 2023)
  ☆62Updated 10 months ago
• facebookresearch / fairring
  Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …
  ☆63Updated 2 years ago
• Infini-AI-Lab / MagicDec
  Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
  ☆107Updated last month
• alibaba / easydist
  Automated Parallelization System and Infrastructure for Multiple Ecosystems
  ☆76Updated last month