Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an LLM (with low latency overhead!)
☆52Jun 1, 2024Updated 2 years ago
Alternatives and similar repositories for LLM-serving-with-proxy-models
Users that are interested in LLM-serving-with-proxy-models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆83Nov 4, 2024Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆287Jun 30, 2026Updated 2 months ago
- ☆21Jun 9, 2025Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆200Jun 28, 2026Updated 2 months ago
- Disaggregated serving system for Large Language Models (LLMs).☆832Apr 6, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆69Dec 3, 2024Updated last year
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆93May 23, 2023Updated 3 years ago
- ☆48Jun 27, 2024Updated 2 years ago
- ☆27May 31, 2023Updated 3 years ago
- ☆19Jan 10, 2023Updated 3 years ago
- ☆12May 19, 2025Updated last year
- ☆13Oct 13, 2021Updated 4 years ago
- Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory☆38Apr 19, 2023Updated 3 years ago
- RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads☆48Apr 7, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A low-latency & high-throughput serving engine for LLMs☆520Jan 8, 2026Updated 7 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…☆284Mar 6, 2025Updated last year
- This is the official Python version of CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Act…☆19Oct 25, 2024Updated last year
- Must-read papers on improving efficiency for LLM serving clusters☆34May 28, 2025Updated last year
- Microsoft Azure Traces☆1,193Jun 3, 2026Updated 3 months ago
- [NeurIPS 2025] Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆32Oct 20, 2025Updated 10 months ago
- ☆16Jan 14, 2025Updated last year
- Distributed DRL by Ray and TensorFlow Tutorial.☆10Dec 26, 2019Updated 6 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Mar 7, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆23Jan 7, 2022Updated 4 years ago
- Serverless LLM Serving for Everyone.☆711Updated this week
- Simple guide of high performance computing (HPC) for green hands.☆11Sep 19, 2022Updated 3 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆137Feb 22, 2024Updated 2 years ago
- ☆23Jun 21, 2023Updated 3 years ago
- ☆49Jun 7, 2024Updated 2 years ago
- Model-less Inference Serving☆94Nov 4, 2023Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Nov 21, 2024Updated last year
- Emacs nyan-mode for vscode☆10Jun 21, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Scaling RLLib for generic simulation environments on Theta☆20Feb 16, 2023Updated 3 years ago
- [ICLR 2025] DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference☆55Jun 17, 2025Updated last year
- High performance Transformer implementation in C++.☆157Jan 18, 2025Updated last year
- LLM Serving Performance Evaluation Harness☆85Feb 25, 2025Updated last year
- ☆32Jan 16, 2025Updated last year
- Accurate, large-scale, and extensible simulator for LLM inference Systems☆672Aug 24, 2026Updated 2 weeks ago
- ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions (USENIX ATC'24)☆15Jun 20, 2024Updated 2 years ago