Abhishek Bhardwaj's starred repositories
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
Complete-System-Design
This repository contains everything you need to become proficient in System Design
Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
mamba-minimal
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
rag-demystified
An LLM-powered advanced RAG pipeline built from scratch
learn-generative-ai
Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js
awesome-hallucination-detection
List of papers on hallucination detection in LLMs.
Generative-AI-with-LLMs
In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.
Getting-Started-with-Generative-AI
A curated list of articles and tutorials to start with and understand generative AI
llm-movieagent
Semantic layer on top of a graph database to provide an LLM with a set of robust tools to interact with the database
cwd-benchmark-data
Data for the Chat With Your Data benchmark.
LLM-Text-to-SQL-Architectures
A collection of architectural patterns leveraging Large Language Models (LLMs) for efficient Text-to-SQL generation.
mlops-projects-course
mlops-projects-course
edd-recursive-doc-agent-vs-metadata-replacement
Applying Evaluation Driven Development (EDD) to aid in the design decision of RAG pipelines
databricks-uc-semantic-layer
Using OpenAI with Databricks SQL for queries in natural language
gemma-experimentation
Experimentation on google's gemma model
Google-Cybersecurity-Professional-Certificate-Program
Google Cybersecurity Professional Certificate Program Coursera
LLM_InformationRetrieval
extracting "structured" information that is embedded in natural language text on the web using iterative set expansion, spanBERT, and openAI API
Google-Cybersecurity
All assignments, demos, and cheat sheets from the 8 courses in the "Google Cybersecurity Professional Certificate" on Coursera.