Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

AI Observability & Evaluation

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Using deep learning to generate music in MIDI format.

Collection of Jupyter Notebooks about Python programming

Lyrics generation with GPT2-based Transformer

This project uses LLMs to generate music from text by understanding prompts, creating lyrics, determining genre, and composing melodies. It harnesses LLM capabilities to create songs based on text …

Implementation of Lyre-LM: finetuning LLMs for lyric generation (llama-2-7b).

Utilising the concepts of LLM from Langchain and integrating Hugging Face model and Google Gemini AI chatbot to understand emotional sentiments of lyrics and develop a pesudo-RAG that will return q…