Alternatives and similar repositories for LLM-Inference-Acceleration:

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

• 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…
  ☆230Updated last week
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆79Updated 2 months ago
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆63Updated this week
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆93Updated 3 weeks ago
• madsys-dev / deepseekv2-profile
  ☆120Updated last week
• microsoft / chunk-attention
  ☆63Updated 3 months ago
• mdy666 / mdy_triton
  ☆88Updated this week
• HarryWu99 / llm_kvcache_sparsity
  Implement some method of LLM KV Cache Sparsity
  ☆30Updated 9 months ago
• feifeibear / LLMRoofline
  Compare different hardware platforms via the Roofline Model for LLM inference tasks.
  ☆93Updated last year
• thu-pacman / SmartMoE-AE
  ATC23 AE
  ☆45Updated last year
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆51Updated 7 months ago
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆71Updated 2 months ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆105Updated last month
• CalebDu / Awesome-Cute
  ☆42Updated last month
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆331Updated last week
• pprp / Awesome-LLM-Quantization
  Awesome list for LLM quantization
  ☆182Updated 2 months ago
• DD-DuDa / Cute-Learning
  Examples of CUDA implementations by Cutlass CuTe
  ☆143Updated last month
• GATECH-EIC / Edge-LLM
  [DAC 2024] EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive La…
  ☆46Updated 8 months ago
• InternLM / Awesome-LLM-Training-System
  ☆29Updated 7 months ago
• DD-DuDa / BitDistiller
  [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.
  ☆105Updated 9 months ago
• d-matrix-ai / keyformer-llm
  ☆52Updated 11 months ago
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆225Updated last week
• abhibambhaniya / GenZ-LLM-Analyzer
  LLM Inference analyzer for different hardware platforms
  ☆54Updated this week
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆149Updated 5 months ago
• MLSys-Learner-Resources / Awesome-MLSys-Blogger
  The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)
  ☆199Updated 2 months ago
• intelligent-machine-learning / atorch
  An industrial extension library of pytorch to accelerate large scale model training
  ☆25Updated last month
• ifromeast / AI_analysis
  analyse problems of AI with Math and Code
  ☆11Updated this week
• thu-nics / qllm-eval
  Code Repository of Evaluating Quantized Large Language Models
  ☆116Updated 6 months ago
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆80Updated 3 weeks ago
• Gaffey / ExCP
  Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".
  ☆46Updated 8 months ago