Relaxed-System-Lab / FlashFlex
Accommodating Large Language Model Training over Heterogeneous Environment.
☆16Updated 3 months ago
Alternatives and similar repositories for FlashFlex:
Users that are interested in FlashFlex are comparing it to the libraries listed below
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆142Updated 3 months ago
- A resilient distributed training framework☆88Updated 9 months ago
- ☆82Updated 2 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…☆213Updated last month
- ☆71Updated last month
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆81Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆110Updated 11 months ago
- paper and its code for AI System☆263Updated last week
- nnScaler: Compiling DNN models for Parallel Training☆87Updated 3 weeks ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆102Updated 6 months ago
- LLM serving cluster simulator☆90Updated 9 months ago
- This repository is established to store personal notes and annotated papers during daily research.☆106Updated 3 weeks ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆137Updated 4 months ago
- ☆84Updated 3 months ago
- High performance Transformer implementation in C++.☆99Updated 2 weeks ago
- A low-latency & high-throughput serving engine for LLMs☆301Updated this week
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆133Updated 6 months ago
- ☆72Updated 2 years ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆195Updated last year
- ☆62Updated 2 years ago
- ☆48Updated 7 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆80Updated last year
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 7 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆274Updated this week
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆116Updated this week
- Curated collection of papers in MoE model inference☆44Updated last week
- A large-scale simulation framework for LLM inference☆316Updated 2 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆121Updated this week
- Compiler for Dynamic Neural Networks☆44Updated last year