anku03/QueryForge-Mistral-7B-SQL
TEXT GENERATIONConcurrency Cost:1Model Size:7BQuant:FP8Ctx Length:4kPublished:May 23, 2026License:apache-2.0Architecture:Transformer Open Weights Warm
QueryForge-Mistral-7B-SQL is a 7 billion parameter Mistral-based model developed by anku03, fine-tuned for SQL generation tasks. This model leverages Unsloth and Huggingface's TRL library for efficient training, offering specialized capabilities in translating natural language into SQL queries. It is designed to enhance database interaction through intelligent SQL code generation.
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QueryForge-Mistral-7B-SQL Overview
QueryForge-Mistral-7B-SQL is a specialized 7 billion parameter language model, developed by anku03, focusing on SQL generation. It is fine-tuned from the unsloth/mistral-7b-v0.3-bnb-4bit base model, utilizing the Unsloth library in conjunction with Huggingface's TRL for accelerated training.
Key Capabilities
- SQL Generation: Optimized for converting natural language prompts into accurate SQL queries.
- Efficient Training: Benefits from Unsloth's optimizations, enabling faster fine-tuning processes.
- Mistral Architecture: Built upon the robust Mistral 7B foundation, providing strong language understanding capabilities.
Good For
- Database Interaction: Ideal for applications requiring natural language interfaces to databases.
- Developer Tools: Can be integrated into IDEs or data analysis platforms to assist with SQL query writing.
- Prototyping: Quickly generate SQL for testing and development purposes.