Alternatives and similar repositories for MIT6.5940_TinyML:

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

• Sunt-ing / stick
  A PyTorch-like deep learning framework. Just for fun.
  ☆153Updated last year
• mdy666 / mdy_triton
  ☆123Updated last week
• 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…
  ☆118Updated 2 months ago
• MLSys-Learner-Resources / Awesome-MLSys-Blogger
  The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)
  ☆227Updated 4 months ago
• HarryWu99 / llm_kvcache_sparsity
  Implement some method of LLM KV Cache Sparsity
  ☆32Updated 11 months ago
• interestingLSY / CUDA-From-Correctness-To-Performance-Code
  Codes & examples for "CUDA - From Correctness to Performance"
  ☆98Updated 6 months ago
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆69Updated 3 weeks ago
• interestingLSY / swiftLLM
  A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …
  ☆167Updated last week
• NEO-MLSys25 / NEO
  NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading
  ☆23Updated 2 months ago
• PKUFlyingPig / CMU10-714
  Learning material for CMU10-714: Deep Learning System
  ☆246Updated 11 months ago
• kcxain / dlsys
  My solutions to the assignments of CMU 10-714 Deep Learning Systems 2022
  ☆36Updated last year
• mit-han-lab / tinychat-tutorial
  ☆66Updated 6 months ago
• sunkx109 / GPUs-Specs
  Summary of the Specs of Commonly Used GPUs for Training and Inference of LLM
  ☆39Updated last month
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆78Updated 4 months ago
• shishishu / LLM-Inference-Acceleration
  LLM Inference with Deep Learning Accelerator.
  ☆37Updated 3 months ago
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆161Updated 2 months ago
• CalvinXKY / mfu_calculation
  A simple calculation for LLM MFU.
  ☆37Updated 2 months ago
• XiaoSong9905 / dgemm-knl
  DGEMM on KNL, achieve 75% MKL
  ☆17Updated 2 years ago
• hyperai / triton-cn
  Triton Documentation in Chinese Simplified / Triton 中文文档
  ☆67Updated 3 weeks ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆80Updated 3 weeks ago
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆87Updated 3 months ago
• Strivin0311 / llms-learning
  A repository sharing the literatures about large language models
  ☆91Updated last month
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆155Updated 7 months ago
• InternLM / turbomind
  ☆84Updated last month
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆47Updated 6 months ago
• ailzhang / EfficientPyTorch
  Code release for book "Efficient Training in PyTorch"
  ☆60Updated 3 weeks ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆35Updated last week
• feifeibear / LLMRoofline
  Compare different hardware platforms via the Roofline Model for LLM inference tasks.
  ☆99Updated 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.
  ☆36Updated last month
• XiaoSong9905 / HPC-Notes
  Personal Notes for Learning HPC & Parallel Computation [Active Adding New Content]
  ☆66Updated 2 years ago