Model Overview
This model, charliemktplace/Llama-2-7B-hf-20-sql, is a specialized fine-tune of the NousResearch/Llama-2-7B-hf base model. Its primary purpose is to provide clear and concise explanations for Snowflake SQL queries, particularly within the domain of crypto and blockchain analytics.
Key Capabilities
- SQL Explanation: Excels at interpreting Snowflake SQL code and articulating its overall goals.
- Contextual Understanding: Trained to provide holistic overviews of SQL queries, avoiding line-by-line breakdowns.
- Domain Specialization: Fine-tuned on a small, custom dataset of 20 Snowflake SQL queries and their handmade explanations from Flipside Crypto, focusing on blockchain data.
Intended Use Cases
- SQL Code Comprehension: Ideal for users needing quick, high-level understanding of Snowflake SQL queries related to crypto and blockchain.
- Educational Tool: Can serve as a demo or learning aid for understanding the purpose of specific SQL operations in a blockchain context.
Technical Details
This is presented as a small demo model, indicating its specialized and focused training. It is compatible with oobabooga/text-generation-webui when loaded via Transformers, with chat mode recommended for interaction. The training utilized an ALPACA-like format, where the model is instructed to act as an expert crypto and blockchain analyst to explain SQL code.