unsloth-staging-4 shimmyshimmer · PARTIAL
5X faster 60% less memory QLoRA finetuning
github.com/shimmyshimmer/unsloth-staging-4 · ★ 2 · Forks 0 · Size 335.5 MB
SUMMARY
Technologies 56
Scored 48
Observed 48
Practices 6
Evidence 75
Skips 8
COVERAGE
Analyzed 7496 files · 13797 commits · 0 API calls
TECHNOLOGIES & DEPTH
PowerShell LANGUAGE Depth 70
64 files · PRODUCTION
Rust LANGUAGE Depth 70
44 files · PRODUCTION
JSON LANGUAGE Depth 70
56 files · PRODUCTION
YAML LANGUAGE Depth 70
164 files · PRODUCTION
SQL LANGUAGE Depth 70
1 files · PRODUCTION
TypeScript LANGUAGE Depth 70
2962 files · PRODUCTION
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
Shell LANGUAGE Depth 70
142 files · PRODUCTION
XML LANGUAGE Depth 70
1 files · PRODUCTION
JavaScript LANGUAGE Depth 70
64 files · PRODUCTION
TOML LANGUAGE Depth 70
4 files · PRODUCTION
Markdown LANGUAGE Depth 70
42 files · PRODUCTION
Python LANGUAGE Depth 70
3677 files · PRODUCTION
Cargo BUILD_TOOL Depth 80
1 files · CONFIGURATION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
npm BUILD_TOOL Depth 80
1 files · CONFIGURATION
Yarn BUILD_TOOL Depth 80
1 files · CONFIGURATION
AWS SDK CLOUD Depth 58
1 files · PRODUCTION
Bytes LIBRARY Depth 66
3 files · PRODUCTION, TEST
Click LIBRARY Depth 58
1 files · PRODUCTION
Cypress TESTING Depth 58
1 files · PRODUCTION
ESLint QUALITY Depth 73
3 files · CONFIGURATION
FastAPI FRAMEWORK Depth 81
376 files · PRODUCTION, TEST
GraphQL LIBRARY Depth 62
2 files · PRODUCTION
HTTPX LIBRARY Depth —
0 files · config only
Jinja2 LIBRARY Depth 81
16 files · PRODUCTION, TEST
MarkupSafe LIBRARY Depth —
0 files · config only
Next.js FRAMEWORK Depth 74
6 files · PRODUCTION, TEST
NumPy LIBRARY Depth 85
96 files · PRODUCTION, TEST
Playwright LIBRARY Depth 74
70 files · PRODUCTION, TEST
PostgreSQL DATABASE Depth 37
1 files · TEST
Prettier QUALITY Depth 65
1 files · CONFIGURATION
Prisma DATABASE Depth 62
2 files · PRODUCTION
Pydantic LIBRARY Depth 78
78 files · PRODUCTION, TEST
RabbitMQ MESSAGE_BROKER Depth 65
1 files · CONFIGURATION
React FRAMEWORK Depth 78
756 files · PRODUCTION, TEST
Redis CACHE Depth 77
4 files · CONFIGURATION, TOOLING
Requests LIBRARY Depth 81
22 files · PRODUCTION, TEST
Reqwest LIBRARY Depth 58
1 files · PRODUCTION
Ruff QUALITY Depth —
0 files · config only
Serde LIBRARY Depth 74
16 files · PRODUCTION
Starlette FRAMEWORK Depth 74
39 files · PRODUCTION, TEST
Svelte FRAMEWORK Depth 62
2 files · PRODUCTION
Tokio LIBRARY Depth 74
7 files · PRODUCTION
Uvicorn LIBRARY Depth 78
9 files · PRODUCTION, TEST
Vite BUILD_TOOL Depth 78
20 files · PRODUCTION, TEST
Vue FRAMEWORK Depth 66
3 files · PRODUCTION
debug LIBRARY Depth 58
1 files · PRODUCTION
lxml LIBRARY Depth —
0 files · config only
msgspec LIBRARY Depth —
0 files · config only
orjson LIBRARY Depth —
0 files · config only
pandas LIBRARY Depth 81
25 files · PRODUCTION, TEST
pytest TESTING Depth 85
2053 files · PRODUCTION, TEST
python-dotenv LIBRARY Depth —
0 files · config only
typing_extensions LIBRARY Depth —
0 files · config only
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · observedcontainerization · observedlinting · observedformatting · absent
ACTIVITY & OWNERSHIP
First commit 2023-11-29
Last commit 2026-10-10
Active months 36
Commits 13797