[COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎：https://zhuanlan.zhihu.com/p/12186430182

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• Updated Mar 5, 2025
• Python

Biancoir is website that provide color extraction from an image with quantization algorithm.

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• Updated Jan 12, 2024
• Vue

Weight quantization

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• Updated Aug 31, 2020
• Python

This Full-Stack Application (React and Springboot) was developed with the purpose of allowing a user to choose, run and compare the results of any 2 of our algorithms from our list of completed Tree Compression Algorithms that we have explored and implemented, comparing factors such as time taken and compressed image size and quality.

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• Updated Dec 20, 2023
• Java

Extract color pallet from any part of an image

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• Updated Sep 19, 2023
• JavaScript

This Full-Stack Application (React and Springboot) was developed with the purpose of allowing a user to choose, run and compare the results of any 2 of our algorithms from our list of completed Tree Compression Algorithms that we have explored and implemented, comparing factors such as time taken and compressed image size and quality.

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• Updated Nov 5, 2023
• JavaScript

High-performance LLM compression engine using SVD matrix decomposition, INT8 quantization, and output caching training acceleration.

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• Updated Sep 11, 2026
• Python

LLM Quantization Gallery source data

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• Updated Jun 23, 2026
• Python

Deep Learning Tracker to track the trajectory of the selected object. Text of undergraduate work.

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• Updated Aug 8, 2020
• TeX

Quantizing and packing training checkpoints to shrink disk usage

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• Updated Feb 21, 2026
• C++

A machine learning project utilizing a 1D CNN to simultaneously locate up to three acoustic sources. Features advanced signal processing techniques like Permutation Invariant Training (PIT) to stabilize learning, alongside a detailed analysis of how sampling rates and volume affect accuracy.

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• Updated Aug 15, 2026
• Jupyter Notebook

Deep Learning Tracker to track the trajectory of the selected object. Undergraduate work.

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• Updated Aug 8, 2020
• MATLAB

Practical experiments applying modern geometry, topology, algebra, probability and optimization to improve RAG, retrieval, fine-tuning and LLM inference.

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• Updated Aug 13, 2026
• Python

H-matrices with integer arithmetic

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• Updated Oct 2, 2026
• Python

Master-Thesis Project: Region-based Quantization using global Silhouette

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• Updated Feb 6, 2022