Projects in Awesome Lists tagged with ptq
A curated list of projects in awesome lists tagged with ptq .
https://github.com/Xilinx/brevitas
Brevitas: neural network quantization in PyTorch
brevitas deep-learning fpga hardware-acceleration neural-networks ptq pytorch qat quantization xilinx
Last synced: 23 Apr 2025
https://github.com/Bobo-y/flexible-yolov5
More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt
backbone cbam dcnv2 gcn hrnet moblienet neck object-detection ptq pytorch qat resnet shufflenet sparsity swin-transformer tensorrt triton-server yolov3 yolov5
Last synced: 20 Apr 2025
https://github.com/sony/model_optimization
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.
deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization tensorflow
Last synced: 14 May 2025
https://github.com/amajji/llm-quantization-techniques-absmax-zeropoint-gptq-gguf
LLM quantization techniques: absmax, zero-point, GPTQ and GGUF
absmax absolute ggml gguf gptq llamacpp llm ptq quantization quantization-aware-training zeropoint
Last synced: 25 Mar 2025
https://github.com/omidghadami95/efficientnetv2_quantization_ck
EfficientNetV2 (Efficientnetv2-b2) and quantization int8 and fp32 (QAT and PTQ) on CK+ dataset . fine-tuning, augmentation, solving imbalanced dataset, etc.
ckplus efficientnet efficientnetv2 efficientnetv2-b2 emotion-recognition facial-emotion-recognition googlecolab imbalanced-dataset keras post-training-quantization ptq python qat quantization quantization-aware-training real-time-emotion-classification real-time-emotion-detection scale-down tensorflow
Last synced: 22 Feb 2025
https://github.com/ambidextrous9/quantization-of-models-ptq-and-qat
Quantization of Models : Post-Training Quantization(PTQ) and Quantize Aware Training(QAT)
keras ptq pytorch pytorch-implementation qat quantization quantization-aware-training tflite tflite-models
Last synced: 01 Mar 2025
