LLMPerf is a library for validating and benchmarking LLMs
☆1,108Dec 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:
- ☆477Jan 10, 2024Updated 2 years ago
- RayLLM - LLMs on Ray (Archived). Read README for more info.☆1,267Mar 13, 2025Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆26,832Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,036Updated this week
- Large Language Model Text Generation Inference☆10,848Mar 21, 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.
- FlashInfer: Kernel Library for LLM Serving☆5,498Apr 25, 2026Updated last week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆78,385Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,823Updated this week
- LLM Inference benchmark☆435Jul 23, 2024Updated last year
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,487Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆6,701Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,108Jun 30, 2025Updated 10 months ago
- Serving multiple LoRA finetuned LLM as one☆1,155May 8, 2024Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,727Jun 25, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,764May 21, 2025Updated 11 months ago
- A benchmark framework for LLM serving performance, based on API call☆14Apr 15, 2024Updated 2 years ago
- Benchmark suite for LLMs from Fireworks.ai☆99Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,242Updated this week
- The Triton TensorRT-LLM Backend☆933Apr 22, 2026Updated last week
- A framework for few-shot evaluation of language models.☆12,331Apr 22, 2026Updated last week
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆3,169Updated this week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆336Apr 3, 2026Updated 3 weeks ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,909Jan 21, 2024Updated 2 years 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.
- ☆142Apr 23, 2026Updated last week
- Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ cl…☆9,894Apr 25, 2026Updated last week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,512Jul 17, 2025Updated 9 months ago
- vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization☆2,312Updated this week
- ☆341Updated this week
- Cost-efficient and pluggable Infrastructure components for GenAI inference☆4,765Updated this week
- Supercharge Your LLM with the Fastest KV Cache Layer☆8,132Updated this week
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆1,086Updated this week
- Disaggregated serving system for Large Language Models (LLMs).☆804Apr 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,625Updated this week
- Fast and memory-efficient exact attention☆23,563Updated this week
- Transformer related optimization, including BERT, GPT☆6,412Mar 27, 2024Updated 2 years ago
- A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.☆2,741Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,053Apr 11, 2025Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆8,168Apr 20, 2026Updated last week
- NVIDIA Inference Xfer Library (NIXL)☆1,011Updated this week