Gianloko/apex-coder-7b

ApexCoder-7B: Quality-First Salesforce Code Generation

ApexCoder-7B is a specialized language model developed by Gianloko, engineered with a "Quality-First Pipeline" to generate robust and efficient Salesforce Apex code. This model focuses on delivering high-quality, production-ready solutions, particularly for complex Salesforce development tasks.

Key Capabilities

• High-Quality Code Generation: Achieves an impressive 12.1/15 LLM-as-judge score across seven reasoning types, indicating strong performance in understanding and solving complex coding problems.
• Rigorous Data Curation: Employs a multi-signal quality gate for every training sample, evaluating code structure, instruction specificity, response quality, and LLM-based judging to ensure data integrity.
• Salesforce-Specific Optimization: Designed to handle Salesforce-specific business contexts and anti-patterns, ensuring generated code adheres to best practices like bulkification and proper error handling.
• Continuous Improvement: Undergoes cyclical evaluations, demonstrating a +0.7 pts improvement in judge score in its latest cycle, reflecting ongoing refinement.

Good For

• Salesforce Developers: Ideal for developers needing assistance with generating bulkified LWC (Lightning Web Component) and Apex solutions.
• Automated Code Generation: Suitable for integrating into development workflows to accelerate the creation of Salesforce-specific code.
• Learning and Prototyping: Can serve as a powerful tool for understanding best practices in Salesforce development and quickly prototyping solutions.