TPC-Barcelona-LLM-Tutorial

Large Language Models (LLMs) for Science and Engineering Applications -- Tutorial given at TPC conference in Barcelona 2024.

For more information: https://tpc.dev/tpc-european-kick-off-workshop/tutorial-tpc-european-kick-off-workshop/

Installation

Local models

Ollama is an open-source platform for running LLMs locally on your device. For more information on available models and a direct download link, please refer to this: https://www.ollama.com/

For users to complete,

TODO: First, please install a version of Python >= 3.11: https://www.python.org/downloads/

TODO: Second, follow this link to install Ollama on your operating system: https://www.ollama.com/

Collab Notebooks

No local installation needed. Just click one on of the links below and follow the tutorial.

Beyond Transformers

Tutorial on Fourier Neural operators (FNOs)

Diffusion: RFdiffusion (Baker's Lab)