LLMPerf is a library for validating and benchmarking LLMs
☆1,127Dec 9, 2024Updated last year
Alternatives and similar repositories for llmperf
Users that are interested in llmperf are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆473Jan 10, 2024Updated 2 years ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,347Updated this week
- RayLLM - LLMs on Ray (Archived). Read README for more info.☆1,260Mar 13, 2025Updated last year
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆8,126Updated this week
- Large Language Model Text Generation Inference☆10,883Mar 21, 2026Updated 7 months 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.
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆14,982Updated this week
- LLM Inference benchmark☆440Jul 23, 2024Updated 2 years ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆38,321Updated this week
- FlashInfer: Kernel Library for LLM Serving☆6,821Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆8,413Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,116Jun 30, 2025Updated last year
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆1,735Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,934Updated this week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆341Oct 14, 2026Updated 2 weeks ago
- 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.
- ☆164Oct 19, 2026Updated last week
- Benchmark suite for LLMs from Fireworks.ai☆119Updated this week
- Serving multiple LoRA finetuned LLM as one☆1,177May 8, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,774Jun 25, 2024Updated 2 years ago
- Cost-efficient and pluggable Infrastructure components for GenAI inference☆5,171Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆95,977Updated this week
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆689Sep 11, 2024Updated 2 years ago
- The Triton TensorRT-LLM Backend☆945Oct 8, 2026Updated 3 weeks ago
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,835May 28, 2026Updated 5 months ago
- 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.
- State-of-the-art LLM compression, built for production inference with vLLM☆3,931Updated this week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,923Jan 21, 2024Updated 2 years ago
- vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization☆2,704Updated this week
- NVIDIA Inference Xfer Library (NIXL)☆1,345Updated this week
- Disaggregated serving system for Large Language Models (LLMs).☆846Apr 6, 2025Updated last year
- A framework for few-shot evaluation of language models.☆14,350Sep 14, 2026Updated last month
- The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build cu…☆10,773Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,067Apr 11, 2025Updated last year
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,542Oct 20, 2026Updated last 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.
- LMCache: Supercharge Your LLM with the Fastest KV Cache Layer☆12,249Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,659Jul 17, 2025Updated last year
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆11,121Updated this week
- Transformer related optimization, including BERT, GPT☆6,457Mar 27, 2024Updated 2 years ago
- A benchmark framework for LLM serving performance, based on API call☆14Apr 15, 2024Updated 2 years ago
- Efficient and easy multi-instance LLM serving☆561Mar 12, 2026Updated 7 months ago
- Fast and memory-efficient exact attention☆25,233Updated this week