MakazhanAlpamys / Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
Why this job: says: fine tune; topics: fine-tuning, lora, peft
What it does
Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit yesterday
- Stars
- 10,336
- +299 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.77.2
- Released 4 days ago
- Built with
- Python
- 99% of the code
Is it looked after?
- Contributors
- 13
- Last 90 days
- Issues
- 88% closed
- 146 still open
- Pull requests
- 1,208 merged
- 124 waiting
- Releases
- 184
- 30+ in the last year
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More: languages, topics and project record
Languages
- Python 99%
- Jupyter Notebook 1%
- JavaScript <1%
- Shell <1%
Topics
- python
- fine-tuning
- gguf
- huggingface
- llm
- lora
- ollama
- peft
- qlora
- cli
- dpo
- llmops
Project record
- JobFine-tuning
- StatusFeatured
- Commits2,668
- Forks1,707
- Watching59
- Stars in 28 days+1,736
- CreatedFeb 20, 2026
- First seen by usNov 7, 2026
- CheckedNov 9, 2026