AmadeusChan / Awesome-LLM-System-PapersLinks
☆608Updated 4 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☆333Updated 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…☆274Updated 7 months ago
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆559Updated last year
- Disaggregated serving system for Large Language Models (LLMs).☆697Updated 6 months ago
- A curated list of awesome projects and papers for distributed training or inference☆245Updated last year
- Latency and Memory Analysis of Transformer Models for Training and Inference☆458Updated 5 months ago
- Curated collection of papers in machine learning systems☆417Updated last month
- Dynamic Memory Management for Serving LLMs without PagedAttention☆421Updated 4 months ago
- A low-latency & high-throughput serving engine for LLMs☆424Updated 4 months ago
- A large-scale simulation framework for LLM inference☆454Updated 2 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆546Updated last week
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆369Updated 7 months ago
- Summary of some awesome work for optimizing LLM inference☆114Updated 4 months ago
- This repository is established to store personal notes and annotated papers during daily research.☆154Updated last week
- Curated collection of papers in MoE model inference☆273Updated 3 weeks ago
- Materials for learning SGLang☆594Updated last week
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆207Updated 2 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆958Updated 2 weeks ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆271Updated 3 months ago
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆216Updated 2 months ago
- A PyTorch Native LLM Training Framework☆872Updated 3 weeks ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆146Updated 3 years ago
- Efficient and easy multi-instance LLM serving☆493Updated last month
- Systems for GenAI☆144Updated 5 months ago
- Zero Bubble Pipeline Parallelism☆428Updated 5 months ago
- Large Language Model (LLM) Systems Paper List☆1,523Updated last week
- ☆77Updated 3 years ago
- ☆338Updated last year
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆154Updated last year
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆244Updated 3 months ago