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+ # CodeWeave-LlamaCode
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+ A fine-tuned code generation model built on Meta's CodeLlama foundation, specialized for enterprise code development.
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+ ## Model Description
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+ CodeWeave-LlamaCode extends **codellama/CodeLlama-7b-Instruct-hf** with domain-specific fine-tuning for improved code quality and developer productivity.
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+ ### Base Model
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+ - **Foundation**: CodeLlama-7b-Instruct-hf from Meta AI
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+ - **Architecture**: Llama 2-based transformer
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+ - **Parameters**: 7B
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+
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+ ### Training Data
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+ Fine-tuned using CodeWeave-Enterprise dataset containing:
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+ - 40K enterprise code samples
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+ - API integration patterns
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+ - Security-focused code examples
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+ - Documentation generation tasks
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+
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+ ## Usage
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ model = AutoModelForCausalLM.from_pretrained("toolevalxm/CodeWeave-LlamaCode")
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+ tokenizer = AutoTokenizer.from_pretrained("toolevalxm/CodeWeave-LlamaCode")
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+ ```
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+ ## Evaluation Results
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+ | Benchmark | Score |
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+ |-----------|-------|
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+ | HumanEval | 70.1% |
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+ | MBPP | 65.8% |
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+
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+ ## Acknowledgements
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+ We thank Meta AI for developing the CodeLlama series.