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Natalia (Natasha) Frumkin's starred repositories

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

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AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

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Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

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PyProf2: PyTorch Profiling tool

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Facebook AI Performance Evaluation Platform

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This project provides provisioned HPC cluster models using underlying virtualization mechanisms.

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Parallelizing Multiscale Edge Detection code in C++ using openACC, openMPI, and FFT Convolutions.

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Pure Python implementation of the Follow The Regularized Leader - Proximal algorithm

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Indoor positioning of iBeacon tags (tagged people, dogs, cats and objects) by trilateration, using ESP32.

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This is a set of simple programs that can be used to explore the features of a parallel platform.

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Information about many aspects of high-performance computing. Wiki content moved to ~/docs.

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