Model Description

These are the peft layers of the finetuned codellama 7b model that is to be used as the retriever component of RAG (Retrieval Augmented Generation) for codebases

• Developed by: arcee.ai
• Model type: Retriever component for RAG for codebases
• Language(s) (NLP): English
• License: apache-2.0
• Finetuned from model: BAAI/bge-large-en

Training Details

• Trained on a small dataset of size: 160,000 query-passage pairs
• The pretrained model BAAI/bge-large-en was finetuned using data containing code
• PEFT was used but not quantization
• Model was trained for 1 epoch

Framework versions

• PEFT 0.5.0