MakazhanAlpamys/Soup
PythonApache-2.0activerising
Health
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
Health Breakdown
Activity25
Community25
Maintenance10
Popularity25
#cli#consumer-gpu#dpo#fine-tuning#gguf#huggingface#llm#llmops#local-ai#local-llm#lora#low-vram#machine-learning#ollama#peft#python#pytorch#qlora#sft#transformers
Should you contribute to MakazhanAlpamys/Soup?
MakazhanAlpamys/Soup has a FoundDev health score of 85/100, which puts it in the active-and-maintained tier. The maintainer team is shipping recently, issues are being closed, and a PR you open this week has a realistic chance of being reviewed.
Last push was 0 days ago — that signals an actively maintained project. New issues are likely to get a maintainer response within days. The project is written primarily in Python, so prior Python experience will shorten ramp-up.
Licensed under Apache-2.0, a standard OSI-approved license — safe to contribute to under normal employer IP policies.
Community
PythonApache 2.0
activerising
0d ago
