thanhdath/grast-schemalink-distill-qwen3-32b-think

GRAST schema-linking distillation (qwen3-32b, inclusive + )

Teacher = Qwen3-32B (thinking on), inclusive schema-linking prompt. Each row: a question + DB schema (table.column names only; BIRD rows include External knowledge: evidence) and the teacher's completion.

For the GRAST-SQL drafter student (distil a small SLM to pick the columns a correct SQL needs).

Files

• distill_bird_train_v2think.jsonl — 9437 rows (9215 with <think>), teacher col-recall vs gold ~0.886
• distill_spider_train_v2think.jsonl — 8419 rows (8419 with <think>), teacher col-recall vs gold ~0.959

Fields

q (question, +evidence for BIRD), schema (tables+columns), gold (SQL gold columns), reasoning, drafts (candidate SQLs), final_cols (inclusive selection), raw (full teacher output incl <think>...</think> + Reasoning + Drafts + Final columns), n_drafts.

The raw field is the SFT target for the v2 (thinking) student.