Generative Ai For Beginners
favorisiert
KI & Agenten
Generative AI for Beginners - A Curriculum
§01 · Projekte
Projekte.
Aktiv gepflegte Filament-Plugins, Laravel-Pakete und Open-Source-Starter-Kits. Alle MIT, mit Releases für v3, v4 und v5, sofern zutreffend.
§02 · katalog
LLMs From Scratch
favorisiert
KI & Agenten
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Train Llm From Scratch
favorisiert
KI & Agenten
A straightforward method for training your LLM, from downloading data to generating text.
Presidio
favorisiert
Docker
An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
Soup
favorisiert
Docker
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
Shimmy
favorisiert
Docker
⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.
Scikit Llm
favorisiert
KI & Agenten
Seamlessly integrate LLMs into scikit-learn.
Rizzo Pii
favorisiert
Docker
Local-first privacy guard: anonymize your documents before sharing with LLMs.
Halo
favorisiert
Docker
Halo is an open-source framework built by White Circle for training large language and multimodal models
§03 · mitwirken
Beitragen, Issues melden, PRs öffnen.
Alle Pakete haben CI und Pest-Tests; Einsteiger-Issues sind mit good first issue getaggt.