Alternatives and similar repositories for MIT6.5940_TinyML

Users that are interested in MIT6.5940_TinyML are comparing it to the libraries listed below

• MLSys-Learner-Resources / Awesome-MLSys-Blogger
  The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)
  ☆302Updated 11 months ago
• sonnyli / flash_attention_from_scratch
  Flash Attention from Scratch on CUDA Ampere
  ☆76Updated 3 months ago
• 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…
  ☆255Updated 4 months ago
• mdy666 / mdy_triton
  ☆150Updated 5 months ago
• LDLINGLINGLING / nano_vllm_note
  注释的nano_vllm仓库，并且完成了MiniCPM4的适配以及注册新模型的功能
  ☆108Updated 3 months ago
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆139Updated this week
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆308Updated last month
• yifanlu0227 / MIT-6.5940
  All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai
  ☆184Updated 2 years ago
• yifanlu0227 / LLaMA2-7B-on-laptop
  Lab 5 project of MIT-6.5940, deploying LLaMA2-7B-chat on one's laptop with TinyChatEngine.
  ☆18Updated 2 years ago
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆393Updated 9 months ago
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆113Updated 4 months 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…
  ☆282Updated 8 months ago
• interestingLSY / CUDA-From-Correctness-To-Performance-Code
  Codes & examples for "CUDA - From Correctness to Performance"
  ☆117Updated last year
• kcxain / dlsys
  My solutions to the assignments of CMU 10-714 Deep Learning Systems 2022
  ☆43Updated last year
• interestingLSY / swiftLLM
  A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …
  ☆292Updated 5 months ago
• PKU-SEC-Lab / HybriMoE
  [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"
  ☆93Updated 5 months ago
• ifromeast / AI_analysis
  analyse problems of AI with Math and Code
  ☆27Updated 4 months ago
• PKU-SEC-Lab / AdapMoE
  Code release for AdapMoE accepted by ICCAD 2024
  ☆34Updated 7 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆132Updated last month
• shishishu / LLM-Inference-Acceleration
  LLM Inference with Deep Learning Accelerator.
  ☆54Updated 10 months ago
• hyperai / triton-cn
  Triton Documentation in Chinese Simplified / Triton 中文文档
  ☆94Updated 2 weeks ago
• HarryWu99 / llm_kvcache_sparsity
  Implement some method of LLM KV Cache Sparsity
  ☆42Updated last year
• InternLM / Awesome-LLM-Training-System
  ☆44Updated last year
• pprp / Awesome-LLM-Quantization
  Awesome list for LLM quantization
  ☆365Updated last month
• sunkx109 / GPUs-Specs
  Summary of the Specs of Commonly Used GPUs for Training and Inference of LLM
  ☆67Updated 3 months ago
• Sunt-ing / stick
  A PyTorch-like deep learning framework. Just for fun.
  ☆156Updated 2 years ago
• YJHMITWEB / ExFlow
  Explore Inter-layer Expert Affinity in MoE Model Inference
  ☆16Updated last year
• PKUFlyingPig / CMU10-714
  Learning material for CMU10-714: Deep Learning System
  ☆284Updated last year
• fanlai0990 / CS598
  Systems for GenAI
  ☆148Updated 7 months ago
• Strivin0311 / llms-learning
  A repository sharing the literatures about large language models
  ☆105Updated 4 months ago