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Topic: "quantization-algorithms"

mcychan/nQuantCpp

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

Language: C++ - Size: 2.18 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 110 - Forks: 9

mohanedy/multimedia-algorithms

Multimedia Compression and Quantization Algorithms Using Dart & Flutter

Language: Dart - Size: 5.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 3

mcychan/nQuantGpp

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

Language: C++ - Size: 665 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 8 - Forks: 1

d-becking/efficientCNNs

Finding Storage- and Compute-Efficient Convolutional Neural Networks

Language: Python - Size: 286 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 3

d-becking/neurips-2019-micronet-challenge

NeurIPS 2019 MicroNet Challenge

Language: Python - Size: 66 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

elphinkuo/llamaqt.c

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

Language: C - Size: 455 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

nouralmulhem/Communication_Assignments

📶 Digital Communication (ELC325B) Assignments Solutions

Language: MATLAB - Size: 2.19 MB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

oleksandr-g-rock/Quantization

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

Language: Python - Size: 51.6 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

Midhilesh29/PostTrainingQuantization

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

Language: Python - Size: 27.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

Gaurav-Van/Fine-Tuning-LLMs

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

Language: Jupyter Notebook - Size: 2.95 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 2

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.

Language: Jupyter Notebook - Size: 876 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

anilknayak/quantization

Weight quantization

Language: Python - Size: 18.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

stracini-git/qnn

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

Language: Python - Size: 1.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

0xWraith/ImageColorAnalyzer

Java library to grab color palettes from image.

Language: Java - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

d1pankarmedhi/nn-linear-quantization

linear quantization with W8A16 for neural networks with PyTorch

Language: Python - Size: 28.3 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

petroniocandido/clshq_tk

Contrastive-LSH Embedding and Tokenization Technique for Multivariate Time Series Classification

Language: Jupyter Notebook - Size: 842 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

abdelrahmanhegazy1/ImageQuantization

Size: 5.62 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Topics
quantization 13 deep-learning 3 image-processing 3 pytorch 3 color-quantization 2 dithering 2 quantization-aware-training 2 dl3-quantization 2 error-diffusion 2 hilbert-curve 2 median-cut 2 otsu-threshold 2 otsu-thresholding 2 cielab 2 transparency 2 sparsity-optimization 2 sparsity 2 neural-network 2 neural-architecture-search 2 micronet-challenge 2 entropy-coding 2 efficient-neural-networks 2 efficient-inference 2 ec2t 2 compound-scaling 2 unsupervised-clustering 2 machine-learning 2 blue-noise 2 time-series-classification 1 time-series-analysis 1 tokenization 1 tokenizer 1 transformers 1 1-bit-quantization 1 bitnet 1 time-series 1 lsh 1 locality-sensitive-hashing 1 contrastive-learning 1 attention-model 1 attention-mechanism 1 opencv 1 llm 1 linear-quantization 1 huggingface-transformers 1 tensorflowlite 1 tensorflow-tutorials 1 tensorflow-quantum-example 1 tensorflow-quantum-classification 1 tensorflow-examples 1 matlab 1 gram-schmidt 1 digital-communication 1 design 1 dequantization 1 communication 1 awgn-channel 1 quantization-from-scratch 1 qlora 1 post-training-quantization 1 lora 1 llms 1 llama2 1 gemma 1 finetuning-llms 1 fine-tuning 1 quantization-by-clustering 1 quantization-algorithm 1 python 1 deep-neural-networks 1 resnet18 1 quantized-neural-networks 1 mnist 1 lenet 1 cifar10 1 binary-neural-networks 1 pytorch-quantize 1 model-optimization 1 csharp 1 algorithms 1 oop 1 middle-cut 1 k-means-clustering 1 java 1 color-palette 1 quantization-efficient-network 1 large-language-models 1 google-colab 1 visual-cpp 1 quality 1 quantization-tables 1 multimedia 1 ios 1 flutter 1 dart 1 compression-algorithm 1 compression 1 android 1 model 1 knowledge-distillation 1