Analytics Copilot (Text-to-SQL) is an end-to-end LLM engineering project that builds a production-style Natural Language → SQL assistant. It fine-tunes Mistral-7B-Instruct using QLoRA/LoRA adapters on the b-mc2/sql-create-context dataset, trains with a clean instruction-tuning prompt format, and ships a complete evaluation + deployment workflow.
transformers colab sql-generation lora mistral peft text-to-sql nl2sql huggingface streamlit trl sqlglot qlora text-generation-inference llm-finetuning inference-endpoints
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Updated
Jan 11, 2026 - Jupyter Notebook