Danielbrdz/CodeBarcenas-13b
TEXT GENERATIONConcurrency Cost:1Model Size:13BQuant:FP8Ctx Length:4kPublished:Nov 4, 2023License:llama2Architecture:Transformer Open Weights Cold
Danielbrdz/CodeBarcenas-13b is a 13 billion parameter language model specialized in Python code generation. Based on WizardLM/WizardCoder-Python-13B-V1.0, it was further trained on the mlabonne/Evol-Instruct-Python-1k dataset. This model is optimized for Python-specific coding tasks and has a context length of 4096 tokens.
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CodeBarcenas-13b: Python-Specialized Code Generation
CodeBarcenas-13b is a 13 billion parameter language model developed by Danielbrdz, specifically engineered for Python programming tasks. It builds upon the robust foundation of the WizardLM/WizardCoder-Python-13B-V1.0 model, enhancing its capabilities through further specialized training.
Key Capabilities
- Python Code Generation: The model's primary strength lies in generating high-quality Python code.
- Specialized Training: It was fine-tuned using the mlabonne/Evol-Instruct-Python-1k dataset, which focuses on evolving instruction-based Python tasks, leading to improved performance in this domain.
- Context Length: Supports a context window of 4096 tokens, allowing for processing moderately sized code snippets and related instructions.
Good For
- Python Development: Ideal for developers and applications requiring assistance with Python code creation, completion, and understanding.
- Educational Tools: Can be integrated into platforms for learning or practicing Python programming.
- Automated Scripting: Useful for generating scripts or functions in Python based on natural language prompts.