UbiquitousLearning / Paper-list-resource-efficient-large-language-model
☆99Updated 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
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆82Updated last year
- a curated list of high-quality papers on resource-efficient LLMs 🌱☆104Updated last week
- Curated collection of papers in MoE model inference☆99Updated 3 weeks ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆22Updated 10 months ago
- This is a list of awesome edgeAI inference related papers.☆95Updated last year
- Survey Paper List - Efficient LLM and Foundation Models☆240Updated 5 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…☆230Updated last week
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆82Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆150Updated 5 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆108Updated last year
- A curated list of early exiting (LLM, CV, NLP, etc)☆42Updated 6 months ago
- Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"☆28Updated last year
- A resilient distributed training framework☆89Updated 11 months ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆30Updated last year
- LLM serving cluster simulator☆93Updated 10 months ago
- paper and its code for AI System☆280Updated last month
- [IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any inte…☆51Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆112Updated last week
- ☆80Updated 2 years ago
- MobiSys#114☆21Updated last year
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆18Updated 2 years ago
- nnScaler: Compiling DNN models for Parallel Training☆101Updated last month
- ATC23 AE☆45Updated last year
- An experimental parallel training platform☆54Updated 11 months ago
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆46Updated 8 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆112Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 6 months ago
- Federated Learning Systems Paper List☆70Updated last year
- A baseline repository of Auto-Parallelism in Training Neural Networks☆143Updated 2 years ago