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Neural-compressor Alternatives
Similar projects and alternatives to neural-compressor
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TensorRT
NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
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tflite-micro
Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
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Lion
Code for "Lion: Adversarial Distillation of Proprietary Large Language Models (EMNLP 2023)" (by YJiangcm)
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UPop
[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better neural-compressor alternative or higher similarity.
neural-compressor discussion
neural-compressor reviews and mentions
Posts with mentions or reviews of neural-compressor.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-26.
- Intel Textual Inversion Training on Hugging Face
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An open-source library for optimizing deep learning inference. (1) You select the target optimization, (2) nebullvm searches for the best optimization techniques for your model-hardware configuration, and then (3) serves an optimized model that runs much faster in inference
Open-source projects leveraged by nebullvm include OpenVINO, TensorRT, Intel Neural Compressor, SparseML and DeepSparse, Apache TVM, ONNX Runtime, TFlite and XLA. A huge thank you to the open-source community for developing and maintaining these amazing projects.
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Meet Intel® Neural Compressor: An Open-Source Python Library for Model Compression that Reduces the Model Size and Increases the Speed of Deep Learning Inference for Deployment on CPUs or GPUs
Continue reading | The Github repo for the library can be accessed here.
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A note from our sponsor - InfluxDB
www.influxdata.com | 12 Sep 2024
Stats
Basic neural-compressor repo stats
3
2,138
9.7
4 days ago
intel/neural-compressor is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of neural-compressor is Python.
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