Ketonmi / Awesome-Large-Scale-LLM-ServingLinks
Must-read papers on improving efficiency for LLM serving clusters
☆29Updated last week
Alternatives and similar repositories for Awesome-Large-Scale-LLM-Serving
Users that are interested in Awesome-Large-Scale-LLM-Serving are comparing it to the libraries listed below
Sorting:
- ☆105Updated 7 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆48Updated 7 months ago
- ☆18Updated 2 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆158Updated 8 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆86Updated 2 years ago
- ☆115Updated 5 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆29Updated this week
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆147Updated 3 months ago
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆307Updated 3 months ago
- [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo☆24Updated last month
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆136Updated 10 months ago
- Accommodating Large Language Model Training over Heterogeneous Environment.☆21Updated 2 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆291Updated 6 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…☆253Updated 3 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆431Updated last week
- ☆50Updated 6 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆448Updated 10 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆186Updated 3 months ago
- Curated collection of papers in MoE model inference☆191Updated 3 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆202Updated 2 weeks ago
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆272Updated last month
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆194Updated last month
- ☆30Updated last year
- Survey Paper List - Efficient LLM and Foundation Models☆248Updated 8 months ago
- ☆62Updated 11 months ago
- ☆99Updated 6 months ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆78Updated 3 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆174Updated 7 months ago
- paper and its code for AI System☆308Updated last month
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆763Updated this week