lkarjun

anything-llm

The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.

transformer-explainer

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

litellm

Python SDK, Proxy Server to call 100+ LLM APIs using the OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

TinyLlama

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

vectordb-recipes

High quality resources & applications for LLMs, multi-modal models and VectorDBs

trl

Train transformer language models with reinforcement learning.

hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

ruff

An extremely fast Python linter and code formatter, written in Rust.

full-stack-fastapi-template

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

The-Grand-Complete-Data-Science-Materials

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

streaming

A Data Streaming Library for Efficient Neural Network Training

langtest

Deliver safe & effective language models

llm-foundation-models

LLMDataHub

A quick guide (especially) for trending instruction finetuning datasets

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

gpt-from-scratch

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Roadmap-To-Learn-Generative-AI-In-2024

Fin-Maestro-Web

Find your trading, investing edge using the most advanced web app for technical and fundamental research combined with real time sentiment analysis.

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.