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--- |
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base_model: |
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- meta-llama/Llama-3.2-1B-Instruct |
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base_model_relation: quantized |
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--- |
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This is a version of the Llama-3.2-1B-Instruct model quantized to 4-bit via Half-Quadratic Quantization (HQQ): https://mobiusml.github.io/hqq_blog/ |
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To run the model, install the HQQ library from https://github.com/mobiusml/hqq and use it as follows: |
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``` Python |
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model_id = 'brunopio/Llama-3.2-1B-Instruct-nbits4-GS64-Axis1-HQQ' |
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from hqq.engine.hf import HQQModelForCausalLM, AutoTokenizer |
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tokenizer = AutoTokenizer.from_pretrained(model_id) |
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model = HQQModelForCausalLM.from_quantized(model_id) |
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``` |
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*Limitations*: <br> |
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-Only supports single GPU runtime.<br> |
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-Not compatible with HuggingFace's PEFT.<br> |
