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quantization-algorithms

Here are 26 public repositories matching this topic...

nQuantCpp

mcychan / nQuantCpp

nQuantCpp includes top 6 color quantization algorithms for visual c++ producing high quality optimized images.

quality image-processing dithering transparency hilbert-curve cielab visual-cpp color-quantization blue-noise unsupervised-clustering otsu-threshold median-cut otsu-thresholding quantization-algorithms dl3-quantization error-diffusion

Updated Feb 24, 2026
C++

magiccodingman / MagicQuant-Wiki

Evolution process to find the best quant tensor weights to build the most optimal GGUF options for an AI model.

ai quantization quantization-algorithms gguf gguf-quantization gguf-hybrid

Updated Dec 10, 2025

ZuchniakK / MTKD

Multi-Teacher Knowledge Distillation, code for my PhD dissertation. I used knowledge distillation as a decision-fusion and compressing mechanism for ensemble models.

machine-learning deep-learning knowledge model ensemble-learning knowledge-distillation quantization-algorithms

Updated May 19, 2023
Jupyter Notebook

fangvv / FL-PQSU

Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"

deep-neural-networks internet-of-things mnist vgg alexnet pruning quantization cifar10 alexnet-model edge-computing model-training federated-learning vgg16-model quantization-algorithms structural-pruning selective-updates

Updated Aug 22, 2025
Python

multimedia-algorithms

mohanedy / multimedia-algorithms

Multimedia Compression and Quantization Algorithms Using Dart & Flutter

android dart ios compression multimedia flutter quantization compression-algorithm quantization-algorithms quantization-tables

Updated Jan 29, 2021
Dart

Yeyke / HBLLM

[NeurIPS 2025 (spotlight)] HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs

quantization-algorithms llm

Updated Dec 17, 2025
Python

nQuantGpp

mcychan / nQuantGpp

nQuantGpp includes top 10 color quantization algorithms for g++ producing high quality optimized images.

opencv image-processing dithering transparency hilbert-curve cielab color-quantization blue-noise unsupervised-clustering otsu-threshold median-cut otsu-thresholding quantization-algorithms dl3-quantization error-diffusion

Updated Feb 24, 2026
C++

tokisaka23 / RxLM-Med-Agent

RxLM-Med: A multimodal clinical AI agent featuring System 2 reasoning, cross-lingual hierarchical RAG (BM25 + FAISS + RRF), deterministic medical calculation engine, and Traffic Light Protocol (TLP) safety alignment — built on Qwen-VL with LoRA fine-tuning, SFT/DPO alignment, and INT4 quantization for real-world lab report interpretation.

quantization-algorithms deepspeed langsmith rag-pipeline agentic-workflow qwen2-5-vl system2-reasoning

Updated Mar 4, 2026
Python

seyfullahuysal / FIR-Filters

Matlab üzerinde gerçek zamanlı ses sinyallerine FIR ve Adaptiver FIR filtrelerini uygulayarak çıkış sinyaline belirli derecede niceleme yapılarak gösterimi.

signal-processing quantization adaptive-filtering st high-pass-filter low-pass-filter quantization-algorithms band-stop-filter

Updated Jan 30, 2021
MATLAB

d-becking / efficientCNNs

Finding Storage- and Compute-Efficient Convolutional Neural Networks

sparsity neural-network pytorch quantization entropy-coding neural-architecture-search efficient-inference sparsity-optimization quantization-algorithms efficient-neural-networks micronet-challenge compound-scaling ec2t

Updated Dec 8, 2022
Python

neurips-2019-micronet-challenge

d-becking / neurips-2019-micronet-challenge

NeurIPS 2019 MicroNet Challenge

sparsity neural-network pytorch quantization entropy-coding neural-architecture-search efficient-inference sparsity-optimization quantization-algorithms efficient-neural-networks micronet-challenge compound-scaling ec2t

Updated Dec 8, 2022
Python

elphinkuo / llamaqt.c

Clean C language version of quantizing llama2 model and running quantized llama2 model

quantization google-colab quantization-algorithms quantization-efficient-network large-language-models

Updated Sep 8, 2023
C

Midhilesh29 / PostTrainingQuantization

compares different pretrained object classification with per-layer and per-channel quantization using pytorch

quantization quantization-algorithms pytorch-quantize model-optimization

Updated Jun 12, 2020
Python

nouralmulhem / Communication_Assignments

📶 Digital Communication (ELC325B) Assignments Solutions

design communication matlab digital-communication quantization gram-schmidt dequantization quantization-algorithms awgn-channel

Updated Jul 8, 2023
MATLAB

oleksandr-g-rock / Quantization

Quantization (post-training quantization) your (custom mobilenet_v2) models .h5 or .pb models using TensorFlow Lite 2.4

tensorflow-tutorials quantization tensorflow-examples tensorflowlite quantization-algorithms tensorflow-quantum-classification tensorflow-quantum-example

Updated Dec 24, 2020
Python

Gaurav-Van / Fine-Tuning-LLMs

Introductory Guide where we will talk about Different Techniques of Fine Tuning LLMs

lora quantization gemma fine-tuning bitnet quantization-algorithms quantization-aware-training post-training-quantization llms qlora finetuning-llms llama2 1-bit-quantization quantization-from-scratch

Updated Sep 24, 2024
Jupyter Notebook

anilknayak / quantization

Weight quantization

python machine-learning deep-neural-networks deep-learning quantization quantization-algorithms weight-quantization quantization-algorithm quantization-by-clustering quantization-weight-clustering

Updated Aug 31, 2020
Python

0xWraith / ImageColorAnalyzer

Java library to grab color palettes from image.

java oop color-palette quantization k-means-clustering quantization-algorithms middle-cut

Updated Jul 16, 2022
Java

tenglina / quantization

custom K-means Quantization for Deep Learning NNs

machine-learning deep-learning cnn deeplearning quantization-algorithms

Updated Jun 11, 2024
Python

qnn

stracini-git / qnn

Training neural nets with quantized weights on arbitrarily specified bit-depth

mnist lenet quantization cifar10 binary-neural-networks quantized-neural-networks resnet18 quantization-algorithms quantization-aware-training

Updated Mar 29, 2024
Python

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