Relaxed-System-Lab / HexGenLinks
[ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
☆34Updated last year
Alternatives and similar repositories for HexGen
Users that are interested in HexGen are comparing it to the libraries listed below
Sorting:
- ☆81Updated 2 months ago
- ☆130Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆228Updated 5 months ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆36Updated 4 months ago
- A lightweight design for computation-communication overlap.☆209Updated 3 weeks ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆64Updated last year
- A resilient distributed training framework☆96Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆134Updated last year
- ☆22Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆173Updated last week
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆76Updated 3 months ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆19Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆92Updated 2 years ago
- A framework for generating realistic LLM serving workloads☆97Updated 3 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…☆282Updated 10 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆67Updated last year
- Stateful LLM Serving☆94Updated 10 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆206Updated last year
- ☆79Updated 3 years ago
- nnScaler: Compiling DNN models for Parallel Training☆123Updated 3 months ago
- LLM serving cluster simulator☆132Updated last year
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆173Updated last year
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆59Updated last year
- High performance Transformer implementation in C++.☆148Updated 11 months ago
- Compiler for Dynamic Neural Networks☆45Updated 2 years ago
- NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer☆152Updated 3 months ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆69Updated 9 months ago
- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆62Updated last month
- ☆145Updated last year
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆79Updated last month