LLM Inference benchmark
☆436Jul 23, 2024Updated last year
Alternatives and similar repositories for llm-inference-benchmark
Users that are interested in llm-inference-benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LLMPerf is a library for validating and benchmarking LLMs☆1,116Dec 9, 2024Updated last year
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,401May 23, 2026Updated last week
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,260Apr 20, 2026Updated last month
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,073May 22, 2026Updated last week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,872Updated 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.
- Benchmark suite for LLMs from Fireworks.ai☆103May 19, 2026Updated last week
- fastllm是后端无依赖的高性能大模型推理库。同时支持张量并行推理稠密模型和混合模式推理MOE模型,任意10G以上显卡即可推理满血DeepSeek。双路9004/9005服务器+单显卡部署DeepSeek满血满精度原版模型,单并发20tps;INT4量化模型单并发30tp…☆4,684May 21, 2026Updated last 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…☆13,730Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆28,137Updated this week
- Disaggregated serving system for Large Language Models (LLMs).☆815Apr 6, 2025Updated last year
- A collection of reproducible inference engine benchmarks☆38Apr 22, 2025Updated last year
- Materials for learning SGLang☆826Jan 5, 2026Updated 4 months ago
- FlashInfer: Kernel Library for LLM Serving☆5,666Updated this week
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆645Sep 11, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A high-throughput and memory-efficient inference and serving engine for LLMs☆81,099Updated this week
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆273Aug 6, 2025Updated 9 months ago
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,135Updated this week
- ☆986Feb 7, 2025Updated last year
- Evaluation for AI apps and agent☆46Jan 18, 2024Updated 2 years ago
- High-speed Large Language Model Serving for Local Deployment☆9,502May 11, 2026Updated 2 weeks ago
- Retrieval and Retrieval-augmented LLMs☆11,722Apr 22, 2026Updated last month
- Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs…☆637Nov 24, 2025Updated 6 months ago
- Here are my personal paper reading notes (including machine learning systems, AI infrastructure, and other interesting stuffs).☆189Apr 18, 2026Updated last month
- 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.
- ☆56Nov 18, 2024Updated last year
- 中文Mixtral-8x7B(Chinese-Mixtral-8x7B)☆652Aug 17, 2024Updated last year
- Latency and Memory Analysis of Transformer Models for Training and Inference☆486Apr 19, 2025Updated last year
- OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, …☆7,025Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,484May 1, 2026Updated 3 weeks ago
- Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.☆12,329May 18, 2026Updated last week
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,214Apr 8, 2026Updated last month
- Large Language Model Text Generation Inference☆10,856Mar 21, 2026Updated 2 months ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆71,697Updated 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.
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,548Updated this week
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆840Mar 6, 2025Updated last year
- ☆435Sep 18, 2025Updated 8 months ago
- 本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)☆24,353May 10, 2026Updated 2 weeks ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆265Nov 18, 2024Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,062Apr 11, 2025Updated last year
- Collaborative Training of Large Language Models in an Efficient Way☆420Aug 28, 2024Updated last year