robitussin

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Image-Classification-App-with-Custom-TensorFlow-Model

Learn how to code your own neural network in Python, then deploy it in an Image Classification App using TensorFlow Lite.

youtube-tutorials

Companion code for tutorials on the AssemblyAI YouTube channel

examples

TensorFlow examples

CRAG

Corrective Retrieval Augmented Generation

raptor

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

bigdataengineering

Educational material for big data engineering courses

sec-insights

A real world full-stack application using LlamaIndex

llama_index_starter_pack

This repository provides very basic flask, streamlit, and docker examples for the llama_index (fka gpt_index) package

Modern-Computer-Architecture-and-Organization

Modern Computer Architecture and Organization, published by Packt

llama_index

LlamaIndex is a data framework for your LLM applications

trl

Train transformer language models with reinforcement learning.

gpt-llm-trainer

Machine-Learning-From-Scratch

Implementation of popular ML algorithms from scratch

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

alpaca-lora

Instruct-tune LLaMA on consumer hardware

self-instruct

Aligning pretrained language models with instruction data generated by themselves.

doing_data_science

This is the example code repository for Doing Data Science by Cathy O'Neil and Rachel Schutt (O'Reilly Media)

Tkinter-Designer

An easy and fast way to create a Python GUI 🐍

langchain

🦜🔗 Build context-aware reasoning applications

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

starcoder

Home of StarCoder: fine-tuning & inference!

WizardLM

LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

reflexion

[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

llama

Inference code for Llama models

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.