AmadeusChan / Awesome-LLM-System-PapersLinks
☆601Updated 2 months ago
Alternatives and similar repositories for Awesome-LLM-System-Papers
Users that are interested in Awesome-LLM-System-Papers are comparing it to the libraries listed below
Sorting:
- paper and its code for AI System☆316Updated 3 months ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆259Updated 4 months ago
- Disaggregated serving system for Large Language Models (LLMs).☆642Updated 3 months ago
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆506Updated 10 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆401Updated last month
- Latency and Memory Analysis of Transformer Models for Training and Inference☆435Updated 2 months ago
- Curated collection of papers in machine learning systems☆381Updated last month
- A curated list of awesome projects and papers for distributed training or inference☆238Updated 9 months ago
- A large-scale simulation framework for LLM inference☆403Updated 3 weeks ago
- A low-latency & high-throughput serving engine for LLMs☆390Updated last month
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆330Updated 4 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆481Updated 3 weeks ago
- Curated collection of papers in MoE model inference☆210Updated 4 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆234Updated last month
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆209Updated last week
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆186Updated 9 months ago
- Efficient and easy multi-instance LLM serving☆448Updated this week
- ☆330Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆135Updated this week
- Materials for learning SGLang☆481Updated last week
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆828Updated 3 weeks ago
- A PyTorch Native LLM Training Framework☆831Updated this week
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆142Updated last year
- Summary of some awesome work for optimizing LLM inference☆84Updated last month
- Zero Bubble Pipeline Parallelism☆406Updated 2 months ago
- ☆73Updated 3 years ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆164Updated 3 weeks ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆144Updated 3 years ago
- ☆120Updated 6 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆313Updated 2 months ago