sayakpaul

sayakpaul

👤 Developer

10 repositories on SrcLog

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10 Repos
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Repositories (10)

diffusers-torchao sayakpaul/diffusers-torchao Python

End-to-end recipes for optimizing diffusion models with torchao and diffusers (inference and FP8 training).

397
probing-vits sayakpaul/probing-vits Jupyter Notebook

Probing the representations of Vision Transformers.

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ml-deployment-k8s-fastapi sayakpaul/ml-deployment-k8s-fastapi Jupyter Notebook

This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

224
maxim-tf sayakpaul/maxim-tf Jupyter Notebook

Implementation of MAXIM in TensorFlow.

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Supervised-Contrastive-Learning-in-TensorFlow-2 sayakpaul/Supervised-Contrastive-Learning-in-TensorFlow-2 Jupyter Notebook

Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.

133
ConvNeXt-TF sayakpaul/ConvNeXt-TF Jupyter Notebook

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

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Supervised-Contrastive-Learning-in-TensorFlow-2 sayakpaul/Supervised-Contrastive-Learning-in-TensorFlow-2 Jupyter Notebook

Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.

94
SimCLR-in-TensorFlow-2 sayakpaul/SimCLR-in-TensorFlow-2 Jupyter Notebook

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

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dreambooth-keras sayakpaul/dreambooth-keras Jupyter Notebook

Implementation of DreamBooth in KerasCV and TensorFlow.

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FunMatch-Distillation sayakpaul/FunMatch-Distillation Jupyter Notebook

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

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