Alternatives and similar repositories for Efficient-LLM-Inferencing-on-GPUs

Users that are interested in Efficient-LLM-Inferencing-on-GPUs are comparing it to the libraries listed below

• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆233Updated 2 years ago
• ankan-ban / llama_cu_awq
  llama INT4 cuda inference with AWQ
  ☆55Updated last year
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆96Updated 4 months ago
• AlibabaPAI / FLASHNN
  ☆105Updated last year
• microsoft / SparTA
  ☆164Updated last year
• LeiWang1999 / tvm_gpu_gemm
  play gemm with tvm
  ☆92Updated 2 years ago
• xxyux / SpInfer
  SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
  ☆61Updated 10 months ago
• toyaix / TritonLLM
  LLM Inference via Triton (Flexible & Modular): Focused on Kernel Optimization using CUBIN binaries, Starting from gpt-oss Model
  ☆63Updated 3 months ago
• infinigence / Semi-PD
  A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.
  ☆123Updated last month
• gty111 / GEMM_MMA
  Optimize GEMM with tensorcore step by step
  ☆36Updated 2 years ago
• abhibambhaniya / GenZ-LLM-Analyzer
  LLM Inference analyzer for different hardware platforms
  ☆99Updated last month
• UDC-GAC / venom
  A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  ☆56Updated 2 years ago
• Bruce-Lee-LY / cuda_hgemv
  Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.
  ☆71Updated last year
• CalebDu / Awesome-Cute
  ☆112Updated 8 months ago
• Ascend / triton-ascend
  Triton adapter for Ascend. Mirror of https://gitee.com/ascend/triton-ascend
  ☆105Updated this week
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆28Updated last year
• d-matrix-ai / keyformer-llm
  Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning
  ☆59Updated last year
• shenh10 / DeepSeek_Simulator
  ☆93Updated 9 months ago
• feifeibear / LLMRoofline
  Compare different hardware platforms via the Roofline Model for LLM inference tasks.
  ☆120Updated last year
• microsoft / chunk-attention
  ☆84Updated 9 months ago
• TiledTensor / TiledCUDA
  We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …
  ☆192Updated last year
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆127Updated last year
• weishengying / cutlass_flash_atten_fp8
  使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention
  ☆78Updated last year
• Bruce-Lee-LY / flash_attention_inference
  Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.
  ☆44Updated 11 months ago
• rchardx / cuda-gemm
  ☆41Updated 3 months ago
• tile-ai / tilescale
  Tile-based language built for AI computation across all scales
  ☆119Updated this week
• DeepLink-org / DLSlime
  DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit
  ☆92Updated this week
• lenLRX / AmpereSparseMatmul
  study of Ampere' Sparse Matmul
  ☆18Updated 5 years ago
• OpenBitSys / BitDecoding
  [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.
  ☆79Updated last month
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆65Updated 3 years ago