About SIMG Seminar
A community of multifaceted teams of scientists committed to the research and development of the artificial intelligence ecosystem in Colombia
The SIMG ( Semillero de Investigación en Modelos Generativos ) aims to create fomation and introduction to the research group, focusing solely on research processes. This group will cover the following topics:
- Intro to Natural Language Processing (NLP)
- LSTM (Long Short-Term Memory)
- Transformers
- Agents
- Benchmarks and Fine-tuning
Content for 2025-2
Introduction to Generative Models
- Why Deep Generative Modeling
- Probabilistic Models
- Autoregressive Models (Transformers)
Essential for Diffusion Models
- Flow-Based Models
- Latent Variable Models
- Energy-Based Models
Professional Practice
- PyTorch for Research
- Fine-tuning