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!)
☆51Jun 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☆80Nov 4, 2024Updated last year
- ☆21Jun 9, 2025Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆268Mar 19, 2026Updated 2 months ago
- This repository is established to store personal notes and annotated papers during daily research.☆198May 26, 2026Updated 3 weeks ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆92May 23, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Disaggregated serving system for Large Language Models (LLMs).☆819Apr 6, 2025Updated last year
- ☆67Dec 3, 2024Updated last year
- ☆48Jun 27, 2024Updated last year
- ☆19Jan 10, 2023Updated 3 years ago
- ☆27May 31, 2023Updated 3 years ago
- ☆11May 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
- A low-latency & high-throughput serving engine for LLMs☆506Jan 8, 2026Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads☆48Apr 7, 2021Updated 5 years 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
- ☆13May 16, 2025Updated last year
- Microsoft Azure Traces☆1,147Jun 3, 2026Updated last week
- An Attention Superoptimizer☆22Jan 20, 2025Updated last year
- Must-read papers on improving efficiency for LLM serving clusters☆34May 28, 2025Updated last year
- [NeurIPS 2025] Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆33Oct 20, 2025Updated 7 months ago
- This is the official Python version of CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Act…☆17Oct 25, 2024Updated last year
- ☆22Oct 2, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- Serverless LLM Serving for Everyone.☆684May 4, 2026Updated last month
- ☆23Jan 7, 2022Updated 4 years ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆328Jun 10, 2025Updated last year
- Accurate, large-scale, and extensible simulator for LLM inference Systems☆620Jul 25, 2025Updated 10 months ago
- ☆23Jun 21, 2023Updated 2 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆134Feb 22, 2024Updated 2 years ago
- Large Language Model (LLM) Systems Paper List☆2,133May 16, 2026Updated last month
- 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.
- Emacs nyan-mode for vscode☆10Jun 21, 2024Updated last year
- Scaling RLLib for generic simulation environments on Theta☆20Feb 16, 2023Updated 3 years ago
- ☆48Jun 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
- Simple guide of high performance computing (HPC) for green hands.☆11Sep 19, 2022Updated 3 years ago
- Releasing the spot availability traces used in "Can't Be Late" paper.☆26Mar 31, 2024Updated 2 years ago