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DeepHermes-3-Llama-3-8B-Preview-bnb-4bit
huggingkot/DeepHermes-3-Llama-3-8B-Preview-bnb-4bit
DeepHermes-3-Llama-3-8B-Preview-bnb-4bit is a machine learning model from huggingkot. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a converted weight from DeepHermes-3-Llama-3-8B-Preview model in unsloth 4-bit dynamic quant using this collab notebook.
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From the Hugging Face model README
This is a converted weight from DeepHermes-3-Llama-3-8B-Preview model in unsloth 4-bit dynamic quant using this collab notebook.
About this Conversion
This conversion uses Unsloth to load the model in 4-bit format and force-save it in the same 4-bit format.
How 4-bit Quantization Works
- The actual 4-bit quantization is handled by BitsAndBytes (bnb), which works under Torch via AutoGPTQ or BitsAndBytes.
- Unsloth acts as a wrapper, simplifying and optimizing the process for better efficiency.
This allows for reduced memory usage and faster inference while keeping the model compact.
- Created
- Mar 14, 2025
- Updated
- Mar 14, 2025