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Erick Sgarbi's Projects

bert-fda-nutrition-ner icon bert-fda-nutrition-ner

A PyTorch NER model based on bert-base-uncased, fine-tuned to classify FDA nutritional entities like vitamins, proteins, etc. It serves as a learning/testing tool, showcasing ML's potential in nutritional data analysis.

gpt-nq-prompt-generator icon gpt-nq-prompt-generator

A PyTorch-based fine-tuning implementation for GPT-2 models, designed for advanced prompt generation. This project includes a custom dataset handler, dynamic checkpointing, and a streamlined training procedure, making it ideal for educational platforms, job portals, and AI-driven chatbots.

semantic-kernel icon semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

sparrow icon sparrow

Data extraction from documents with ML

t5-qa-builder icon t5-qa-builder

This repository hosts a fine-tuned version of the google/flan-t5-base model, specifically developed for generating question-answer pairs from input text. The model leverages diverse datasets such as SQuAD, QuAC, Natural Questions, and a custom Q/A dataset. Originally, it enhanced a SentenceTransformer by providing additional embeddings.

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