Alternatives and similar repositories for benchmark

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

• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆265Updated 9 months ago
• bentoml / llm-bench
  ☆55Updated 8 months ago
• snowflakedb / ArcticInference
  ArcticInference: vLLM plugin for high-throughput, low-latency inference
  ☆198Updated this week
• project-etalon / etalon
  LLM Serving Performance Evaluation Harness
  ☆79Updated 5 months ago
• anyscale / llm-continuous-batching-benchmarks
  ☆120Updated last year
• IsaacRe / vllm-kvcompress
  KV cache compression for high-throughput LLM inference
  ☆134Updated 5 months ago
• snowflakedb / ArcticTraining
  ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (LLMs)
  ☆190Updated this week
• Infini-AI-Lab / MagicDec
  [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
  ☆123Updated 7 months ago
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆198Updated last month
• IBM / text-generation-inference
  IBM development fork of https://github.com/huggingface/text-generation-inference
  ☆61Updated 2 months ago
• intel / llm-on-ray
  Pretrain, finetune and serve LLMs on Intel platforms with Ray
  ☆128Updated 3 weeks ago
• neuralmagic / AutoFP8
  ☆195Updated 2 months ago
• dust-tt / llama-ssp
  Experiments on speculative sampling with Llama models
  ☆128Updated 2 years ago
• apple / ml-recurrent-drafter
  ☆214Updated 6 months ago
• mlc-ai / llm-perf-bench
  ☆120Updated last year
• vllm-project / dashboard
  vLLM performance dashboard
  ☆32Updated last year
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆80Updated 10 months ago
• EmbeddedLLM / vllm
  vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆87Updated this week
• withmartian / routerbench
  The code for the paper ROUTERBENCH: A Benchmark for Multi-LLM Routing System
  ☆131Updated last year
• run-ai / llmperf
  ☆58Updated 10 months ago
• Michaelvll / llm-ie-benchmarks
  A collection of reproducible inference engine benchmarks
  ☆32Updated 3 months ago
• sgl-project / genai-bench
  Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serv…
  ☆180Updated this week
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆307Updated 2 months ago
• hamelsmu / llama-inference
  experiments with inference on llama
  ☆104Updated last year
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated last year
• character-ai / pipelining-sft
  Simple and efficient DeepSeek V3 SFT using pipeline parallel and expert parallel, with both FP8 and BF16 trainings
  ☆50Updated this week
• huggingface / kernels
  Load compute kernels from the Hub
  ☆214Updated last week
• microsoft / batch-inference
  Dynamic batching library for Deep Learning inference. Tutorials for LLM, GPT scenarios.
  ☆101Updated 11 months ago
• npuichigo / openai_trtllm
  OpenAI compatible API for TensorRT LLM triton backend
  ☆209Updated last year
• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆141Updated this week