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Submission Details

https://www.linkedin.com/in/krishapatel2a4aa7284
https://colab.research.google.com/drive/1cYSjtpc-SSncWuQ-hC0l2maqj4VO70m6?usp=sharing
https://github.com/Krisha149/pytorch-transformer

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Krisha patel

Krisha patel

Pytorch-Transformer

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December 6, 2025 at 11:51 AM

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Krisha patel

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Project Title

Pytorch-Transformer

Describe what your project does?

I built a Transformer model from scratch using PyTorch. The project focuses on understanding and implementing key components like multi-head attention, positional encoding, and encoder–decoder architecture. It matters because transformers power modern AI systems such as ChatGPT, BERT, and translation models, and building one manually helps develop a deep understanding of how these models learn and process sequential data.

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Is this project your original and proprietary work?

Yes

Does your project include any private, sensitive, or restricted code or content?

No

Do you give us (AI Demos & partners) permission to feature your work on our website and share it with our community (with full credit)?

Yes

Do you consent to us showcasing your name/profile on our social media platforms and YouTube

Yes

Are you open to freelance, internship, or collaborative opportunities based on this project?

Yes, I’m interested

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