Soup 00200200 · PARTIAL
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
github.com/00200200/Soup · ★ 4 · Forks 0 · Size 13.5 MB
SUMMARY
Technologies 21
Scored 18
Observed 18
Practices 6
Evidence 22
Skips 3
COVERAGE
Analyzed 1160 files · 1273 commits · 0 API calls
TECHNOLOGIES & DEPTH
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
JavaScript LANGUAGE Depth 70
1 files · PRODUCTION
JSON LANGUAGE Depth 70
15 files · PRODUCTION
TOML LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
72 files · PRODUCTION
YAML LANGUAGE Depth 70
47 files · PRODUCTION
Python LANGUAGE Depth 70
1005 files · PRODUCTION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
Click LIBRARY Depth 78
6 files · PRODUCTION, TEST
FastAPI FRAMEWORK Depth 78
31 files · PRODUCTION, TEST
HTTPX LIBRARY Depth —
0 files · config only
Jinja2 LIBRARY Depth 58
1 files · PRODUCTION
NumPy LIBRARY Depth 78
45 files · PRODUCTION, TEST
Pydantic LIBRARY Depth 96
73 files · CONFIGURATION, PRODUCTION, TEST
Ruff QUALITY Depth —
0 files · config only
Starlette FRAMEWORK Depth 66
2 files · PRODUCTION, TEST
TypeScript LANGUAGE Depth 81
8 files · PRODUCTION, TEST
Uvicorn LIBRARY Depth 74
4 files · PRODUCTION, TEST
mypy QUALITY Depth —
0 files · config only
pandas LIBRARY Depth 58
1 files · PRODUCTION
pytest TESTING Depth 74
436 files · PRODUCTION, TEST
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · observedcontainerization · observedlinting · observedformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-02-20
Last commit 2026-09-14
Active months 8
Commits 1273