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21 Lessons, Get Started Building with Generative AI
Examples and guides for using the OpenAI API
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
The fastai book, published as Jupyter Notebooks
A guidance language for controlling large language models.
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…
Anthropic's educational courses
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
StableLM: Stability AI Language Models
A collection of pre-trained, state-of-the-art models in the ONNX format
Visualizations for machine learning datasets
Portfolio and risk analytics in Python
A scikit-learn compatible neural network library that wraps PyTorch
A Bulletproof Way to Generate Structured JSON from Language Models
SoTA LLM for converting natural language questions to SQL queries
Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).
A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Hackers' Guide to Language Models
Optimize prompts, code, and more with AI-powered Reflective Text Evolution
[In-Progress] Mini implementations of deep learning algorithms for natural language processing in PyTorch