Instructions to use neurondb/postgres-llm-qlora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use neurondb/postgres-llm-qlora with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-Coder-3B-Instruct") model = PeftModel.from_pretrained(base_model, "neurondb/postgres-llm-qlora") - Notebooks
- Google Colab
- Kaggle
Commit History
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Initial release: postgres-llm-qlora
Verified signatureQLoRA adapter for PostgreSQL SQL/text-to-SQL. Base: Qwen/Qwen2.5-Coder-3B-Instruct. Trained on neurondb/neurondb-postgresql-sql (37k steps, 3 epochs). Includes adapter weights, tokenizer, and model card.915cc00 -
initial commit
Verified signature5fcb16c