🦜🔗 Build context-aware reasoning applications

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

Learn how to design, develop, deploy and iterate on production-grade ML applications.

🔊 Text-Prompted Generative Audio Model

12 Weeks, 24 Lessons, AI for All!

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Free Data Engineering course!

This is a repo with links to everything you'd ever want to learn about data engineering

A guidance language for controlling large language models.

Instruct-tune LLaMA on consumer hardware

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

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

QLoRA: Efficient Finetuning of Quantized LLMs

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

Overview and tutorial of the LangChain Library

Accepted as [NeurIPS 2024] Spotlight Presentation Paper

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

SoTA LLM for converting natural language questions to SQL queries

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts…

Public repo for HF blog posts

Doing simple retrieval from LLM models at various context lengths to measure accuracy

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

🚀 BARK INFINITY GUI CMD 🎶 Powered Up Bark Text-prompted Generative Audio Model

Translating natural language questions to a structured query language

Github repo for storing LlamaDatasets