Alternatives and similar repositories for guidellm

Users that are interested in guidellm are comparing it to the libraries listed below

• snowflakedb / ArcticInference
  ArcticInference: vLLM plugin for high-throughput, low-latency inference
  ☆368Updated last week
• ray-project / llmperf
  LLMPerf is a library for validating and benchmarking LLMs
  ☆1,075Updated last year
• triton-inference-server / vllm_backend
  ☆322Updated this week
• vllm-project / llm-compressor
  Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
  ☆2,553Updated this week
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆936Updated 2 months ago
• vllm-project / speculators
  A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM
  ☆190Updated this week
• vllm-project / production-stack
  vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization
  ☆2,098Updated last week
• run-ai / runai-model-streamer
  ☆275Updated last week
• huggingface / inference-benchmarker
  Inference server benchmarking tool
  ☆136Updated 3 months ago
• vllm-project / recipes
  Common recipes to run vLLM
  ☆327Updated this week
• sgl-project / ome
  Open Model Engine (OME) — Kubernetes operator for LLM serving, GPU scheduling, and model lifecycle management. Works with SGLang, vLLM, T…
  ☆355Updated this week
• ovg-project / kvcached
  Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond
  ☆744Updated this week
• lapp0 / lm-inference-engines
  Comparison of Language Model Inference Engines
  ☆238Updated last year
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆325Updated 3 months ago
• intel / auto-round
  🎯An accuracy-first, highly efficient quantization toolkit for LLMs, designed to minimize quality degradation across Weight-Only Quantiza…
  ☆806Updated this week
• MoonshotAI / checkpoint-engine
  Checkpoint-engine is a simple middleware to update model weights in LLM inference engines
  ☆888Updated this week
• ModelCloud / GPTQModel
  LLM model quantization (compression) toolkit with hw acceleration support for Nvidia CUDA, AMD ROCm, Intel XPU and Intel/AMD/Apple CPU vi…
  ☆971Updated this week
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆267Updated last month
• snowflakedb / ArcticTraining
  ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (LLMs)
  ☆267Updated this week
• sgl-project / sgl-learning-materials
  Materials for learning SGLang
  ☆714Updated last week
• llm-d / llm-d
  Achieve state of the art inference performance with modern accelerators on Kubernetes
  ☆2,340Updated this week
• arcee-ai / DistillKit
  An Open Source Toolkit For LLM Distillation
  ☆819Updated 3 weeks ago
• mlc-ai / xgrammar
  Fast, Flexible and Portable Structured Generation
  ☆1,464Updated this week
• triton-inference-server / perf_analyzer
  ☆131Updated 3 weeks ago
• npuichigo / openai_trtllm
  OpenAI compatible API for TensorRT LLM triton backend
  ☆218Updated last year
• ServerlessLLM / ServerlessLLM
  Serverless LLM Serving for Everyone.
  ☆631Updated this week
• microsoft / MInference
  [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…
  ☆1,171Updated 3 months ago
• run-ai / llmperf
  ☆60Updated last year
• sgl-project / genai-bench
  Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serv…
  ☆251Updated this week
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆912Updated this week