ValiantLabs/CodeLlama-13B-Fireplace
ValiantLabs/CodeLlama-13B-Fireplace is a 13 billion parameter model built on the Llama 2 architecture, specifically fine-tuned from CodeLlama-13b-Instruct-hf. It specializes in function calling and code instruction, leveraging the glaive-function-calling-v2 dataset for its training. This model is designed to excel in scenarios requiring structured function calls and code-related chat interactions, offering improved output structure for a better user experience.
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ValiantLabs/CodeLlama-13B-Fireplace Overview
Fireplace-13b is a specialized 13 billion parameter language model developed by Valiant Labs, built upon the Llama 2 architecture. It uses CodeLlama-13b-Instruct-hf as its base and is specifically fine-tuned for enhanced function calling and code instruction capabilities. This model is part of Valiant Labs' "Build Tools" initiative, aiming to provide useful open-source functionalities.
Key Capabilities
- Function Calling: Optimized to interpret user requests and generate structured function calls, with a recommended format for system messages and function delivery.
- Code Instruction/Chat: Excels at understanding and responding to code-related queries and instructions, leveraging the base CodeLlama's inherent coding strengths.
- Improved Output Structure: Version 1.1 features enhancements to the output format for function calls, indicated by
<functioncall>and<|endoftext|>delimiters. - General Instruct-Chat: While specialized, it also retains general instruction-chat capabilities.
Good for
- Developers building applications that require precise function invocation from natural language.
- Tasks involving code generation, explanation, or debugging through conversational interfaces.
- Integrating AI assistants into development workflows where structured tool use is critical.