Alternatives and similar repositories for neural-speed

Users that are interested in neural-speed are comparing it to the libraries listed below

• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆266Updated 9 months ago
• intel / auto-round
  Advanced Quantization Algorithm for LLMs and VLMs, with support for CPU, Intel GPU, CUDA and HPU. Seamlessly integrated with Torchao, Tra…
  ☆564Updated last week
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆856Updated 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
• EmbeddedLLM / vllm
  vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆87Updated last week
• microsoft / VPTQ
  VPTQ, A Flexible and Extreme low-bit quantization algorithm
  ☆648Updated 3 months ago
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆198Updated last month
• Cornell-RelaxML / quip-sharp
  ☆549Updated 9 months ago
• huggingface / optimum-intel
  🤗 Optimum Intel: Accelerate inference with Intel optimization tools
  ☆481Updated this week
• IST-DASLab / qmoe
  Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".
  ☆277Updated last year
• lapp0 / lm-inference-engines
  Comparison of Language Model Inference Engines
  ☆225Updated 7 months ago
• Cornell-RelaxML / QuIP
  Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"
  ☆376Updated last year
• wejoncy / QLLM
  A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.
  ☆175Updated 4 months ago
• microsoft / TransformerCompression
  For releasing code related to compression methods for transformers, accompanying our publications
  ☆437Updated 6 months ago
• mlc-ai / llm-perf-bench
  ☆120Updated last year
• astramind-ai / BitMat
  An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
  ☆154Updated 9 months ago
• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆142Updated this week
• npuichigo / openai_trtllm
  OpenAI compatible API for TensorRT LLM triton backend
  ☆209Updated last year
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆870Updated 11 months ago
• Infini-AI-Lab / Sequoia
  scalable and robust tree-based speculative decoding algorithm
  ☆354Updated 6 months ago
• neuralmagic / AutoFP8
  ☆195Updated 3 months ago
• apple / ml-recurrent-drafter
  ☆215Updated 6 months ago
• huggingface / inference-benchmarker
  Inference server benchmarking tool
  ☆87Updated 3 months ago
• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆303Updated 2 years ago
• vllm-project / guidellm
  Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs
  ☆461Updated last week
• premAI-io / benchmarks
  🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.
  ☆137Updated last year
• triton-inference-server / vllm_backend
  ☆286Updated this week
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆698Updated 11 months ago
• huggingface / optimum-habana
  Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
  ☆191Updated this week
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆198Updated last year