Repositório destinado ao estudo de LLMs e ao acompanhamento da disciplina de Tópicos Especiais - Doutorado PPGEEC/UFRN/01/2023 - Prof. Ivanovitch Silva Grupo: Gabriek Lins, Caldeira Silva, Raphael Fontes

LLMs

Entregáveis da Disciplina

Construindo casas usando DALL-E

• ✅ Google Colaboratory
• ❗Medium Article - 🚧 Working in progress (06/11/2023)
• ❗Loom Video - 🚧 Working in progress (06/11/2023)

---

KMeans Clustering and Text Embeddings with BERTimbau in a Nutshell

BERTimbau Base is a pretrained BERT model for Brazilian Portuguese that achieves state-of-the-art performances on three downstream NLP tasks: Named Entity Recognition, Sentence Textual Similarity and Recognizing Textual Entailment. It is available in two sizes: Base and Large.

• ✅ Google Colaboratory
• ❗Medium Article - 🚧 Working in progress (06/11/2023)
• ❗Loom Video - 🚧 Working in progress (06/11/2023)

Revolucionando a Informação em Saúde: A Criação de um Chatbot Especialista Utilizando Modelos de Linguagem de Grande Escala (LLM)

• ✅ Medium Article
• ❗Google Colaboratory - 🚧 Working in progress (06/11/2023)
• ❗Loom Video - 🚧 Working in progress (06/11/2023)

Cursos

• ✅ Dataquest - Introduction to Unsupervised Machine Learning in Python
• ✅ Dataquest - Gradient Descent Modeling in Python
• ✅ Dataquest - Introduction to Deep Learning
• ✅ DeepLearning.ai - ChatGPT Prompt Engineering for Developers
• ❗ DeepLearning.ai - LangChain for LLM Application Development
• ❗ DeepLearning.ai - How Diffusion Models Work
• ❗ DeepLearning.ai - Building Systems with the ChatGPT API
• ❗ Hugging Face - NLP Course
• ❗ Google Cloud Skills Boost - Introduction to Large Language Models