pages/index.md

# Text-to-SQL Post-Training

> A multi-week campaign to post-train a small open model into a strong text-to-SQL generator, scored by **execution accuracy** (run gold vs predicted SQL against a real SQLite DB). Click an experiment to open its page.

## Experiments

| Status | Experiment | Owner |
| --- | --- | --- |
| **Week 1 — Foundations & baselines** | | |
| done | [Build execution-accuracy eval harness](#/build-execution-accuracy-eval-harness) | Ana |
| done | [Zero-shot baselines across open models](#/zero-shot-baselines-across-open-models) | Ana |
| done | [Clean data: dedup + dialect filtering](#/clean-data-dedup-dialect-filtering) | Ana |
| done | [QLoRA SFT baseline](#/qlora-sft-baseline) | Ravi |
| in-progress | [LR & LoRA-rank sweep](#/lr-lora-rank-sweep) | Ravi |
| planned | [Prompt format ablation (chat vs completion)](#/prompt-format-ablation-chat-vs-completion) | to assign |
| **Week 2 — Scaling & data** | | |
| in-progress | [Synthetic data augmentation (self-instruct)](#/synthetic-data-augmentation-self-instruct) | Ravi |
| planned | [Add Spider + WikiSQL to the eval suite](#/add-spider-wikisql-to-the-eval-suite) | Ana |
| planned | [Curriculum: order by join complexity](#/curriculum-order-by-join-complexity) | to assign |
| planned | [Distill from a larger open model](#/distill-from-a-larger-open-model) | Ravi |
| blocked | [Long-context schema eval @32k](#/long-context-schema-eval-32k) | to assign |
| **Week 3 — Hardening & release** | | |
| planned | [Full fine-tune vs LoRA comparison](#/full-fine-tune-vs-lora-comparison) | Ravi |
| planned | [Error taxonomy & failure analysis](#/error-taxonomy-failure-analysis) | Ana |
| planned | [CPU latency & throughput](#/cpu-latency-throughput) | to assign |
| planned | [Final model card + release](#/final-model-card-release) | Ana |