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metadata

title: SQL Error Classifier
emoji: 🗄️
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false
license: mit

SQL Error Classifier — Inference

Classify student SQL mistakes using a CodeBERT cross-encoder model.

Model: nishu08/sql-codebert-classifier

Inputs

Question — what the student was asked
Schema — available tables/columns
Student SQL — student's submission
Correct SQL — reference answer

Labels

JOIN_ERROR, AGGREGATION_ERROR, FILTER_ERROR, WINDOW_FUNCTION_ERROR, SUBQUERY_ERROR, NULL_HANDLING_ERROR, PERFORMANCE_ERROR, LOGICAL_ERROR, SYNTAX_ERROR, NO_ERROR

Secrets (optional)

SPACE_MODEL_ID — override model repo (default: nishu08/sql-codebert-classifier)