Ravi Mandliya's starred repositories
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
Stirling-PDF
#1 Locally hosted web application that allows you to perform various operations on PDF files
ml-engineering
Machine Learning Engineering Open Book
hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
inbox-zero
Open source email app to reach inbox zero fast.
ChatGPT_Custom_Instructions
Repo of custom instructions that you can use for ChatGPT
mamba-chat
Mamba-Chat: A chat LLM based on the state-space model architecture 🐍
rag-demystified
An LLM-powered advanced RAG pipeline built from scratch
pytorchic-bert
Pytorch Implementation of Google BERT
langchain-chatbot
AI Chatbot for analyzing/extracting information from data in conversational format.
awesome-supermemo
A list of resources which can be used with SuperMemo.
pytorch_tutorials
Beginner Level Deep Learning Tutorials in Pytorch with Youtube Videos!
create-million-parameter-llm-from-scratch
Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.
RNN-Language-Classifier
A Language Classifier powered by Recurrent Neural Network implemented in Python without AI libraries. AI from scratch.
PadhAI-Course
Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs
BabyGPT-Build_GPT_From_Scratch
BabyGPT: Build Your Own GPT Large Language Model from Scratch Pre-Training Generative Transformer Models: Building GPT from Scratch with a Step-by-Step Guide to Generative AI in PyTorch and Python
PromptAlchemy-DataDistillation
A prompt-engineering technique for creating personalized custom instructions on ChatGPT
calendar-automation
A prototype Python script for automating the process of scheduling a calendar based on existing events, goals, and todo tasks. Currently using OpenAI's GPT-3.5-Turbo model for analysing data.
obsidianToAnki
a discord bot that generates Anki decks from your Obsidian notes
Motivation.AI
Motivation.AI is your personal guide to success! Based on the vision of Dr. APJ Abdul Kalam, our AI-powered chatbot provides personalized motivation, practical advice, and inspirational stories to help achieve goals 💫