Ustad MadB0i · PARTIAL
Local-first LLM distillation studio — fine-tune any model with QLoRA using Ollama teachers, real-time visualization, and hardware-aware recommendations
github.com/MadB0i/Ustad · ★ 1 · Forks 0 · Size 404 KB
SUMMARY
Technologies 13
Scored 12
Observed 12
Practices 6
Evidence 14
Skips 1
COVERAGE
Analyzed 30 files · 9 commits · 0 API calls
TECHNOLOGIES & DEPTH
PowerShell LANGUAGE Depth 70
3 files · PRODUCTION
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
Shell LANGUAGE Depth 70
2 files · PRODUCTION
JavaScript LANGUAGE Depth 70
1 files · PRODUCTION
JSON LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
12 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
FastAPI FRAMEWORK Depth 58
1 files · PRODUCTION
HTTPX LIBRARY Depth —
0 files · config only
Playwright LIBRARY Depth 53
1 files · PRODUCTION
Pydantic LIBRARY Depth 58
1 files · PRODUCTION
Uvicorn LIBRARY Depth 58
1 files · PRODUCTION
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · absentcontainerization · observedlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-09-02
Last commit 2026-09-07
Active months 1
Commits 9