mavihsrr/GetCode-slerp
GetCode-slerp is a 7 billion parameter language model created by mavihsrr, formed by merging CodeLlama-7b-Instruct-hf and codegen25-7b-multi using the slerp method. This model is specifically designed for code generation and instruction-following tasks, leveraging the strengths of its constituent models. It offers a 4096-token context length, making it suitable for various programming-related applications.
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Overview
GetCode-slerp is a 7 billion parameter model developed by mavihsrr, created through a merge of two prominent code-focused models: CodeLlama-7b-Instruct-hf and Salesforce/codegen25-7b-multi. This merge was performed using the slerp (spherical linear interpolation) method via LazyMergekit, aiming to combine and enhance their respective capabilities in code understanding and generation.
Key Capabilities
- Code Generation: Inherits strong code generation abilities from both CodeLlama and codegen25.
- Instruction Following: Designed to respond effectively to programming-related instructions.
- Model Merging: Utilizes the slerp merge method, which can lead to a balanced integration of features from the base models.
Good For
- Software Development: Assisting with writing and understanding code snippets.
- Code Instruction Tasks: Generating code based on natural language prompts or completing code segments.
- Experimentation: Users interested in merged models for specialized coding applications.