Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs
☆1,155May 22, 2026Updated this week
Alternatives and similar repositories for guidellm
Users that are interested in guidellm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆3,262Updated this week
- Achieve state of the art inference performance with modern accelerators on Kubernetes☆3,184May 15, 2026Updated last week
- vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization☆2,346Updated this week
- ☆55Aug 1, 2025Updated 9 months ago
- FlashInfer: Kernel Library for LLM Serving☆5,621Updated this week
- 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.
- Supercharge Your LLM with the Fastest KV Cache Layer☆8,282Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆266Dec 4, 2025Updated 5 months ago
- ☆341May 8, 2026Updated 2 weeks ago
- Auto-tuning for vllm. Getting the best performance out of your LLM deployment (vllm+guidellm+optuna)☆52Mar 17, 2026Updated 2 months ago
- LLMPerf is a library for validating and benchmarking LLMs☆1,116Dec 9, 2024Updated last year
- ArcticInference: vLLM plugin for high-throughput, low-latency inference☆437Apr 23, 2026Updated 3 weeks ago
- Open Model Engine (OME) — Kubernetes operator for LLM serving, GPU scheduling, and model lifecycle management. Works with SGLang, vLLM, T…☆450Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆27,836May 15, 2026Updated last week
- vLLM adapter for a TGIS-compatible gRPC server.☆55Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A throughput-oriented high-performance serving framework for LLMs☆959Mar 29, 2026Updated last month
- NVIDIA Inference Xfer Library (NIXL)☆1,041Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆6,941Updated this week
- KV cache store for distributed LLM inference☆419Nov 13, 2025Updated 6 months ago
- ☆16Apr 2, 2025Updated last year
- Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serv…☆298May 14, 2026Updated last week
- A tool for benchmarking LLMs on Modal☆56Aug 29, 2025Updated 8 months ago
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,781May 21, 2025Updated last year
- Gateway API Inference Extension☆669May 14, 2026Updated last week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Cost-efficient and pluggable Infrastructure components for GenAI inference☆4,824Updated this week
- KV cache compression for high-throughput LLM inference☆157Feb 5, 2025Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆80,418Updated this week
- Collection of demos for building Llama Stack based apps on OpenShift☆64Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,073Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,858Updated this week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,669Updated this week
- Agentic AI framework examples with Red Hat AI☆18Jul 2, 2025Updated 10 months ago
- Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond☆1,045Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A command-line interface tool for serving LLM using vLLM.☆494Jan 25, 2026Updated 3 months ago
- Fast, Flexible and Portable Structured Generation☆1,695Updated this week
- The AI Accelerator is a template project for setting up Red Hat OpenShift AI using GitOps☆67May 15, 2026Updated last week
- LeaderWorkerSet: An API for deploying a group of pods as a unit of replication☆727Updated this week
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆148Dec 4, 2024Updated last year
- Large Language Model Text Generation Inference☆10,856Mar 21, 2026Updated 2 months ago
- Efficient Triton Kernels for LLM Training☆6,365Updated this week