AayushSameerShah

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

scrcpy

Display and control your Android device

openai-cookbook

Examples and guides for using the OpenAI API

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

OpenVoice

Instant voice cloning by MyShell.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

sqlglot

Python SQL Parser and Transpiler

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

sqlparse

A non-validating SQL parser module for Python

LLM-Finetuning

LLM Finetuning with peft

gpt-newspaper

inbox_cleaner

A python script to help manage a Gmail inbox by filtering out promotional emails using GPT-3 or GPT-4.

plottable

most pretty & lovely tables with matplotlib

machine-learning-andrew-ng

Implementations in python of methods and programming assignments of course Machine Learning of Coursera by Andrew Ng

NSQL

Numbers Station Text to SQL model code.

ML-AndrewNg

Notebooks from the Machine Learning Specialization

Machine-Learning-AndrewNg-DeepLearning.AI

Contains all course modules, exercises and notes of ML Specialization by Andrew Ng, Stanford Un. and DeepLearning.ai in Coursera

AI_Books

Books related to Artificial Intelligence, Machine Learning, Deep Learning and Neural Networks

docx2python

Extract docx headers, footers, (formatted) text, footnotes, endnotes, properties, and images.

spark-ts-examples

Spark TS Examples

RAG-Chatbot

RAG enabled Chatbots using LangChain and Databutton

parallel_process_gpt

Process 1000 calls to ChatGPT API in 2m

tinyllama_colorist

finetune tinyllama to generate color code

Manual-ML

This repository is full of handmade Machine Learning algorithms that I have coded out after understanding the intuition from the book from Jason Brownlee.

Short-Courses-DeepLearning

Here I will put all of my mental notes in structured format while learning the course related to DeepLearning or just LLMs in general!

only-taylors-version