doubianimehdi

generative-ai-for-beginners

21 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.

llamafile

Distribute and run LLMs with a single file.

self-operating-computer

A framework to enable multimodal models to operate a computer.

TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

XAgent

An Autonomous LLM Agent for Complex Task Solving

autogluon

Fast and Accurate ML in 3 Lines of Code

insanely-fast-whisper

opengpts

LLMLingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

llm-app

Dynamic RAG for enterprise. Ready to run with Docker,⚡in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

giskard

🐢 Open-Source Evaluation & Testing for ML models & LLMs

vimGPT

Browse the web with GPT-4V and Vimium

S-LoRA

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

multimodal-maestro

streamline the fine-tuning process for multimodal models: PaliGemma, Florence-2, and Qwen2-VL

canopy

Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

tanuki.py

Prompt engineering for developers

banana

Banana for Solr - A Port of Kibana

shinyproxy

ShinyProxy - Open Source Enterprise Deployment for Shiny and data science apps

openai-plugin-fastapi

A simple ChatGPT Plugin running in Codespaces for dev and Azure for production.

SpanMarkerNER

SpanMarker for Named Entity Recognition

pfgmpp

Code for ICML 2023 paper, "PFGM++: Unlocking the Potential of Physics-Inspired Generative Models"

freshqa

Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)

aistudio-copilot-sample

Sample quickstart repo for getting started building an enterprise chat copilot in Azure AI Studio

llm-classifier

Classify data instantly using an LLM

BSHR_Loop

BSHR "Basher" Loop: Brainstorm, Search, Hypothesize, Refine

NightshadeAntidote

An 'antidote' to the recently released AI poison pill project known as Nightshade.

tril

forestOfThoughts

autogen_tutorial