UbiquitousLearning / Paper-list-resource-efficient-large-language-modelLinks
☆101Updated last year
Alternatives and similar repositories for Paper-list-resource-efficient-large-language-model
Users that are interested in Paper-list-resource-efficient-large-language-model are comparing it to the libraries listed below
Sorting:
- Survey Paper List - Efficient LLM and Foundation Models☆258Updated last year
- This is a list of awesome edgeAI inference related papers.☆98Updated last year
- a curated list of high-quality papers on resource-efficient LLMs 🌱☆141Updated 7 months ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆92Updated 2 years ago
- Curated collection of papers in MoE model inference☆290Updated last week
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆30Updated last year
- A curated list of early exiting (LLM, CV, NLP, etc)☆65Updated last year
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆221Updated 2 months ago
- Summary of some awesome work for optimizing LLM inference☆120Updated 4 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…☆278Updated 7 months ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆34Updated last month
- paper and its code for AI System☆331Updated 2 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆215Updated 3 months ago
- MobiSys#114☆22Updated 2 years ago
- LLM serving cluster simulator☆116Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆155Updated 3 weeks ago
- A resilient distributed training framework☆96Updated last year
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆379Updated 7 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆88Updated 2 years ago
- Systems for GenAI☆144Updated 6 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆122Updated last year
- ☆87Updated 3 years ago
- ☆59Updated last year
- ☆78Updated 6 months ago
- ☆60Updated 10 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆120Updated 6 months ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆47Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆130Updated last year