Soup is an open-source LLMOps tool written in Python, released under the Apache-2.0 license. The repository has collected 9.3k stars and 1.5k forks; the latest push was in October 2026. Related topics: cli, consumer-gpu and dpo.
“Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.”
— MakazhanAlpamys, project description on GitHub
Details
| Category | LLM Frameworks & MLOps |
|---|---|
| GitHub stars | 9,346 |
| Forks | 1,531 |
| Language | Python |
| License | Apache-2.0 |
| Last updated | |
| Owner | MakazhanAlpamys |
| Website | trysoup.dev |
| Repository | MakazhanAlpamys/Soup |
Tags
cliconsumer-gpudpofine-tuningggufhuggingfacellmllmops
Repository facts from the GitHub public API, refreshed October 18, 2026. The quoted tagline is written by the project owner; the summary above is generated from public facts.