Alternatives and similar repositories for LLM-Inference-Acceleration

Users that are interested in LLM-Inference-Acceleration are comparing it to the libraries listed below

• feifeibear / LLMRoofline
  Compare different hardware platforms via the Roofline Model for LLM inference tasks.
  ☆100Updated last year
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆77Updated 3 weeks ago
• galeselee / Awesome_LLM_System-PaperList
  Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…
  ☆255Updated 3 months ago
• HarryWu99 / llm_kvcache_sparsity
  Implement some method of LLM KV Cache Sparsity
  ☆32Updated last year
• TreeAI-Lab / Awesome-KV-Cache-Management
  This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…
  ☆154Updated this week
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆96Updated last week
• AlibabaPAI / FLASHNN
  ☆96Updated 9 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆89Updated 2 months ago
• microsoft / chunk-attention
  ☆77Updated 2 months ago
• DD-DuDa / BitDecoding
  A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.
  ☆47Updated 2 weeks ago
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆87Updated 6 months ago
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆197Updated 4 months ago
• madsys-dev / deepseekv2-profile
  ☆141Updated 3 months ago
• hao-ai-lab / MuxServe
  ☆62Updated last year
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆55Updated 10 months ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆125Updated 5 months ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆214Updated last year
• CalebDu / Awesome-Cute
  ☆77Updated last month
• DD-DuDa / BitDistiller
  [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.
  ☆115Updated last year
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆143Updated this week
• pku-liang / ArkVale
  ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)
  ☆40Updated 6 months ago
• d-matrix-ai / keyformer-llm
  ☆54Updated last year
• Bruce-Lee-LY / decoding_attention
  Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.
  ☆38Updated 2 weeks ago
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆106Updated last year
• Gaffey / ExCP
  Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".
  ☆48Updated 11 months ago
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆92Updated 3 weeks ago
• PKU-SEC-Lab / HybriMoE
  [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"
  ☆54Updated last week
• abhibambhaniya / GenZ-LLM-Analyzer
  LLM Inference analyzer for different hardware platforms
  ☆73Updated 3 weeks ago
• InternLM / Awesome-LLM-Training-System
  ☆36Updated 10 months ago
• AniZpZ / AutoSmoothQuant
  An easy-to-use package for implementing SmoothQuant for LLMs
  ☆100Updated 2 months ago