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Category: File Formats
Category: File Formats
GGUF (GPT-Generated Unified Format) is an efficient file format designed for running large language models on consumer hardware with limited resources.
GGUF stores quantized model weights and metadata in a single file. It supports various quantization levels, from 2-bit to 16-bit precision, trading accuracy for smaller file sizes.
The format includes model architecture information, making it self-contained and portable across different inference engines.
GGUF democratizes AI by enabling powerful models to run on personal computers without expensive GPUs. A 70-billion parameter model can run on a laptop with just 8GB of RAM.
This format powers local AI applications and privacy-focused deployments where cloud services aren't viable.
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