PKUFlyingPig / MIT6.5940_TinyMLLinks
Course materials for MIT6.5940: TinyML and Efficient Deep Learning Computing
☆52Updated 7 months ago
Alternatives and similar repositories for MIT6.5940_TinyML
Users that are interested in MIT6.5940_TinyML are comparing it to the libraries listed below
Sorting:
- The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)☆269Updated 7 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆183Updated 3 weeks ago
- Learning material for CMU10-714: Deep Learning System☆268Updated last year
- Summary of some awesome work for optimizing LLM inference☆101Updated 2 months ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆102Updated last month
- Codes & examples for "CUDA - From Correctness to Performance"☆104Updated 10 months ago
- ☆141Updated last month
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆240Updated 2 months ago
- A PyTorch-like deep learning framework. Just for fun.☆156Updated last year
- All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai☆177Updated last year
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆351Updated 5 months ago
- Systems for GenAI☆144Updated 4 months ago
- Curated collection of papers in MoE model inference☆235Updated 3 weeks ago
- My solutions to the assignments of CMU 10-714 Deep Learning Systems 2022☆40Updated last year
- A repository sharing the literatures about large language models☆99Updated last month
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆266Updated 5 months ago
- Code release for AdapMoE accepted by ICCAD 2024☆32Updated 3 months ago
- 此项目是我个人对MIT 6.5940 课程作业的答案,学习笔记和心得。☆14Updated last year
- Lab 5 project of MIT-6.5940, deploying LLaMA2-7B-chat on one's laptop with TinyChatEngine.☆17Updated last year
- LLM Inference with Deep Learning Accelerator.☆49Updated 7 months ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆66Updated 2 months ago
- analyse problems of AI with Math and Code☆21Updated 3 weeks ago
- gLLM: Global Balanced Pipeline Parallelism System for Distributed LLM Serving with Token Throttling☆37Updated last week
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆106Updated 4 months ago
- Tiny-Megatron, a minimalistic re-implementation of the Megatron library☆16Updated this week
- ☆43Updated last year
- Summary of the Specs of Commonly Used GPUs for Training and Inference of LLM☆62Updated last week
- Implement some method of LLM KV Cache Sparsity☆35Updated last year
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆57Updated 9 months ago
- HPC-Lab for High Performance Computing course, 2023 Spring , Tsinghua Universit. 高性能计算导论 @ THU.☆25Updated 2 years ago