LLMPerf is a library for validating and benchmarking LLMs
☆1,124Dec 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
- RayLLM - LLMs on Ray (Archived). Read README for more info.☆1,260Mar 13, 2025Updated last year
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,318Updated this week
- Large Language Model Text Generation Inference☆10,880Mar 21, 2026Updated 6 months ago
- Benchmark suite for LLMs from Fireworks.ai☆117Updated 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.
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆8,103Updated this week
- LLM Inference benchmark☆440Jul 23, 2024Updated 2 years ago
- FlashInfer: Kernel Library for LLM Serving☆6,588Updated 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…☆14,793Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆36,988Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆8,257Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,114Jun 30, 2025Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,175May 8, 2024Updated 2 years ago
- A benchmark framework for LLM serving performance, based on API call☆14Apr 15, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,837May 28, 2026Updated 4 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,772Jun 25, 2024Updated 2 years ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆93,564Updated this week
- The Triton TensorRT-LLM Backend☆945Updated this week
- State-of-the-art LLM compression, built for production inference with vLLM☆3,864Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,764Updated this week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆340Sep 29, 2026Updated last week
- A framework for few-shot evaluation of language models.☆14,187Sep 14, 2026Updated 3 weeks ago
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆1,683Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization☆2,664Updated this week
- NVIDIA Inference Xfer Library (NIXL)☆1,296Updated this week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,923Jan 21, 2024Updated 2 years ago
- The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build cu…☆10,695Updated this week
- Cost-efficient and pluggable Infrastructure components for GenAI inference☆5,129Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,649Jul 17, 2025Updated last year
- ☆361Updated this week
- A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.☆3,520Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆11,067Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆162Updated this week
- Disaggregated serving system for Large Language Models (LLMs).☆841Apr 6, 2025Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,065Apr 11, 2025Updated last year
- LMCache: Supercharge Your LLM with the Fastest KV Cache Layer☆12,000Updated this week
- Fast and memory-efficient exact attention☆25,115Updated this week
- Transformer related optimization, including BERT, GPT☆6,454Mar 27, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,518Sep 7, 2026Updated last month