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A4_4420043_Sara
AI417UPM/A4_4420043_Sara
A4_4420043_Sara is a machine learning model from AI417UPM. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repository contains two fully connected neural network architectures trained on the FashionMNIST dataset using PyTorch.
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Public
Updated Feb 22, 2026
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3.2 MB
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At a glance
- Access
- Public
- Created
- Feb 22, 2026
- Updated
- Feb 22, 2026
- SHA
- fa585942
Model card
From the Hugging Face model README
FashionMNIST Feedforward Networks
This repository contains two fully connected neural network architectures trained on the FashionMNIST dataset using PyTorch.
Models
. Dummy Model 1
- Linear layers 4
- No activation functions
- Trained using SGD (lr=0.01)
- CrossEntropyLoss
. Vanilla Model 2
- Linear layers 4
- ReLU activations
- LogSoftmax output
- Trained using SGD (lr=0.1)
- CrossEntropyLoss
Dataset
Both models were trained on the FashionMNIST dataset.
Input size: 784 (28x28 flattened)
Output size: 10 classes
- Created
- Feb 22, 2026
- Updated
- Feb 22, 2026