MakazhanAlpamys/Soup

Overview

Soup is a Python-based fine-tuning framework where you specify training configurations in one YAML file and use “layer streaming” to fit 8B-parameter models on small GPUs.[9] It abstracts away most of the boilerplate around dataset wiring, optimizer choices, and distributed concerns, targeting fast iteration on everyday hardware. Developers should care because it dramatically lowers the barrier to custom LLM training without needing large cloud GPUs.