metadata
tags:
- classify-and-augment
- llm-annotated
davanstrien/otb-augmented
LLM-annotated dataset produced by classify-and-augment.
Configuration
- Model:
HuggingFaceTB/SmolLM3-3B - Labels:
jim_crow,no_jim_crow - Input rows: 200
- Output rows: 200
Label distribution
| Label | Real | Synthetic | Total |
|---|---|---|---|
no_jim_crow |
200 | 0 | 200 |
Synthesis audit
| Class | Needed | Generated | Validated | Kept | Acceptance |
|---|---|---|---|---|---|
jim_crow |
50 | 0 | 0 | 0 | 0.0% |
Acceptance = synthetic candidates that the same model re-classified as the target class (self-consistency check, Synthetic Imputation, arxiv 2504.15160).