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How codebase-specific RL fine-tuning enables smaller, specialized AI models to significantly outperform general-purpose models at generating impactful unit tests.
AI Finetuned On /your/ Codebase
Leverage custom LLMs built specifically for your engineering team. Securely trained & deployed in your VPC, optimized for tasks across your SDLC.
Blog
A peek behind the scenes of CGFT
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Our thoughts on SWE-Bench after reading a recent paper that found issues with SWE-Bench resulting in SWE-Agent + GPT 4's performance dropping 3x.- Published on
The inner workings of our repo-specific finetuning pipeline that yields 50% more accurate code completions.- Published on
Our thesis on why finetuning with internal engineering data sources is crucial for complex, enterprise-grade codebases with unique patterns & frameworks.