aktharnvdv

deeprl

This is a Deep Reinforcement Learning repository, containing implementations of Deep Q-Learning and DDPG

dreambooth_sdxl_lora

DreamBooth is a powerful training technique designed to update the entire diffusion model with just a few images of a subject or style. this repo contains Dreambooth with stable diffusion and stable diffusion XL with LoRa

exoplanet

LSTM CNN SGAN Exoplanet dataset analysis

generativeai

this repo contains Generative ai algorithms like GAN, CGAN, VAE, PixToPixGAN ,DDPM and LDM

knowledge-distillation

Pytorch implementation of various Knowledge Distillation (KD) methods.

llm-training

This repository contains a script for fine-tuning the 1B Falcon Language Model on a custom dataset using the Hugging Face Transformers library.

lyrics_generation_using_nlp

Text generation using Natural Language Processing(NLP)

palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

rag-langchain

Rag-langchain (Retrieval Augmented Generation - Langchain). It is a Flask-based web application serving as an interface for interacting with a language processing agent.

realtime_dataanalysis

Debezium-Kafka-PySpark pipeline with Transformer based predictive model to process Realtime data

resume

whisper

This repository contains an implementation of training the Whisper Automatic Speech Recognition (ASR) model using the LibriSpeech dataset. The Whisper model is part of the Whisper ASR system, designed for speech synthesis.