# MakazhanAlpamys/Soup

<https://repo.masters-masters.com/en/repos/MakazhanAlpamys/Soup>

[Home](https://repo.masters-masters.com/en) › [MakazhanAlpamys](https://repo.masters-masters.com/en/owners/MakazhanAlpamys) › [Soup](https://repo.masters-masters.com/en/repos/MakazhanAlpamys/Soup)

MakazhanAlpamys/Soup has 10,113 stars on GitHub. Its RepoMasters card: Stable tier. Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB…

| Field | Value |
| --- | --- |
| Owner | [MakazhanAlpamys](https://repo.masters-masters.com/en/owners/MakazhanAlpamys) |
| Stars | 10,113 |
| Forks | 1,669 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Topics | python, fine-tuning, gguf, huggingface, llm, lora, ollama, peft, qlora, cli |
| Tier | [Stable (5,000 to 19,999 ★)](https://repo.masters-masters.com/en/ranks/cult) |
| View on GitHub | [MakazhanAlpamys/Soup](https://github.com/MakazhanAlpamys/Soup) |

## Repository

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

The tier for repos with 5,000 to 19,999 ★. Published odds per card pulled: 0.9%. Rarity: Very rare.

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Data: GitHub · Illustration: the project’s public image, pixelated by RepoMasters.