Relationship Extraction
using Language Models
A machine learning system for extracting complex relationships between entities from unstructured text data, leveraging the latest advancements in large language models.
Relationship Extraction
Multi GPU Training of
Language Models
This project aims to facilitate fine-tuning of Language Models supported by Hugging Face using Megatron LM with the help of Hugging Face Accelerate.
Optimizing Natural Language Understanding:
Fine-tuning Mistral 7B
This project focuses on fine-tuning Mistral 7B LLM on the Samantha question-answering dataset. It aims to adapt the Mistral model to conversational and contextual question answering.
Terms of Service
Classification
Identify unfair Terms of Service clauses using a two-stage knowledge distillation DL algorithm on devices with minimal resources using state-of-the-art architectures like BERT.