This repository is for my students.
- Access Snellius GPUs
- Deep Learning Project Setup
- Pytorch Lightning
- Practical Information about Data
- Shared Jupyter Notebook in SRC (SURF Research Cloud)
- Gradio App in SRC (SURF Research Cloud)
- Hugging Face Guide
- Set Up a Custom Python Function within PostgreSQL
- Training and Inference with Limited Resources
- Improve Deep Learning Training Results
- DDP(Distributed Data Parallel) in PyTorch
- Example Tasks for Large Language, Multimodal, and Vision Models
- Handling Variable Sequence Lengths in Transformer Models
- Companies
| notebook | open in colab |
|---|---|
| Colab basics | |
| Training basics | |
| Classification Example | |
| Object detection with yolov8 and roboflow |