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@neuralmagic

Neural Magic

Neural Magic helps developers in accelerating machine learning performance using automated model sparsification techniques and inference technologies.

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  1. nm-vllm-certs nm-vllm-certs Public

    General Information, model certifications, and benchmarks for nm-vllm enterprise distributions

    8 1

  2. deepsparse deepsparse Public

    Sparsity-aware deep learning inference runtime for CPUs

    Python 3.1k 175

  3. sparseml sparseml Public

    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

    Python 2.1k 149

  4. docs docs Public

    Top-level directory for documentation and general content

    MDX 120 7

  5. sparsezoo sparsezoo Public

    Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

    Python 375 26

  6. guidellm guidellm Public

    Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs

    Python 178 14

Repositories

Showing 10 of 61 repositories
  • nm-vllm-certs Public

    General Information, model certifications, and benchmarks for nm-vllm enterprise distributions

    neuralmagic/nm-vllm-certs’s past year of commit activity
    8 1 1 0 Updated Jan 1, 2025
  • vllm Public Forked from vllm-project/vllm

    A high-throughput and memory-efficient inference and serving engine for LLMs

    neuralmagic/vllm’s past year of commit activity
    Python 7 Apache-2.0 5,098 0 21 Updated Dec 31, 2024
  • vllm-flash-attention Public Forked from vllm-project/flash-attention

    Fast and memory-efficient exact attention

    neuralmagic/vllm-flash-attention’s past year of commit activity
    C++ 0 BSD-3-Clause 1,410 0 0 Updated Dec 24, 2024
  • compressed-tensors Public

    A safetensors extension to efficiently store sparse quantized tensors on disk

    neuralmagic/compressed-tensors’s past year of commit activity
    Python 60 Apache-2.0 4 3 10 Updated Dec 23, 2024
  • yolov5 Public Forked from ultralytics/yolov5

    YOLOv5 in PyTorch > ONNX > CoreML > TFLite

    neuralmagic/yolov5’s past year of commit activity
    Python 20 GPL-3.0 16,709 0 2 Updated Dec 23, 2024
  • upstream-transformers Public Forked from huggingface/transformers

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    neuralmagic/upstream-transformers’s past year of commit activity
    Python 1 Apache-2.0 27,815 0 1 Updated Dec 23, 2024
  • axolotl Public Forked from axolotl-ai-cloud/axolotl

    Go ahead and axolotl questions

    neuralmagic/axolotl’s past year of commit activity
    Python 0 Apache-2.0 908 0 1 Updated Dec 20, 2024
  • nm-actions Public

    Neural Magic GHA

    neuralmagic/nm-actions’s past year of commit activity
    Python 0 Apache-2.0 0 0 2 Updated Dec 18, 2024
  • guidellm Public

    Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs

    neuralmagic/guidellm’s past year of commit activity
    Python 178 Apache-2.0 14 10 9 Updated Dec 11, 2024
  • quant_kernel_benchmarks Public

    Benchmarking code for running quantized kernels from vLLM and other libraries

    neuralmagic/quant_kernel_benchmarks’s past year of commit activity
    Python 4 0 1 0 Updated Dec 3, 2024