description WizardCoder-15B-V1.0 Overview
WizardCoder-15B-V1.0 is an open-weight language model designed for generating and interpreting computer code. Released by the WizardLM research project, it was built from the 15-billion-parameter StarCoder model and fine-tuned using code-oriented Evol-Instruct data, which expands programming instructions into more complex training tasks. It can respond to natural-language coding requests across multiple programming languages but may produce incorrect or insecure output. It is intended for experimentation and self-hosted coding assistance.
help WizardCoder-15B-V1.0 FAQ
What is WizardCoder-15B-V1.0 based on?
WizardCoder-15B-V1.0 is an open-source code generation model that was built by fine-tuning Llama 2's CodeLlama-13B-Instruct architecture. The training utilized the innovative Evol-Instruct method to generate complex, diverse coding instructions.
Can I use WizardCoder for free?
Yes, the model is open-source and can be used entirely for free for research and non-commercial purposes under its specific license. You can download the weights directly from the Hugging Face platform.
What hardware do I need to run WizardCoder-15B locally?
To run this model locally without severe lag, you typically need a high-end GPU with at least 16GB to 24GB of VRAM, such as an Nvidia RTX 3090 or RTX 4090. You can reduce this memory requirement by using 8-bit or 4-bit quantization.
Is WizardCoder-15B-V1.0 integrated into JetBrains AI Assistant?
While JetBrains has heavily explored local AI integrations, users usually manually configure models like WizardCoder using local inference engines like Ollama or LM Studio. You can then connect your JetBrains IDE to this local server endpoint to enable AI code completion.
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