Assignments and final project of Deep Learning (M2177.003100) lecture, at 2023 Autumn.
- Tutorials on
numpy,matplotliband PyTorch
- Training CNN with PyTorch
- Implementing Transformer form scratch
- Training Vision Transformer
- Finetuning BERT
- Implementing and training DDPM(Denoising Diffusion Probabilistic Models)
- Trying TTI(Text-to-Image) models
- Prompt engineering for TTI - generating a image similar to the given image
- Red-teaming Large Language Models - encouraging toxic expressions.
- Improving Dialog Safety - increasing safety score of BlenderBot