PyCon Lithuania 2024

Maria Jose Molina Contreras

She is a passionate biotechnologist, working as a Sr. Data Scientist in Berlin. In her spare time, she loves to develop projects that are beginner-friendly, even with complex topics. She is an active member in the Python Berlin communities, helping to organize workshops and participating actively in mentoring newcomers (specially, people who are changing from career path) and giving talks in many local communities like PyLadies and also in international conferences. Moreover, she participated in the python documentation translation (English-Spanish) and I am coordinator in the discord channel of Python en Español


Twitter handle. For example (@handle-name)

https://github.com/mjmolina


Session

04-05
14:30
25min
Customizing LLMs: A Guide to Fine-Tuning Open Source Models
Maria Jose Molina Contreras

In today's world, large language models (LLMs) are revolutionizing how we interact with technology, allowing us to have conversations, organize data, write text with minimal human effort.However, It is likely that when using an LLM, you have received incorrect answers or not specialized answers.
For this reason, fine-tuning models that have been pre-trained with this large corpus of data is crucial to: (1) obtain better performance in the quality of responses, and (2) tune the model to a specific domain.

Data
Room 111