text-to-sql-wizardcoder Ch3nYe · PARTIAL
Leveraging large language models for text-to-SQL synthesis, this project fine-tunes WizardLM/WizardCoder-15B-V1.0 with QLoRA on a custom Spider training dataset. The resultant model, achieves 61% execution accuracy, incorporating database context for validation.
github.com/Ch3nYe/text-to-sql-wizardcoder · ★ 0 · Forks 0 · Size 5.4 MB
SUMMARY
Technologies 5
Scored 3
Observed 3
Practices 6
Evidence 6
Skips 2
COVERAGE
Analyzed 13 files · 47 commits · 0 API calls
TECHNOLOGIES & DEPTH
Markdown LANGUAGE Depth 70
2 files · PRODUCTION
Python LANGUAGE Depth 70
5 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
NumPy LIBRARY Depth —
0 files · config only
python-dotenv LIBRARY Depth —
0 files · config only
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · absentcontainerization · absentlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2023-07-17
Last commit 2023-10-16
Active months 3
Commits 47