justheuristic
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An official quantization of [meta-llama/Llama-2-7b](https://huggingface.co/meta-llama/Llama-2-7b) using [PV-Tuning](https://arxiv.org/abs/2405.14852) on top of [AQLM](https://arxiv.org/abs/2401.06118).
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For this quantization, we used 1 codebook of 16 bits for groups of 16 weights, totalling about 1.58 bits per weight.
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__The 1x16g16 models require aqlm inference library v1.1.6 or newer:__
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| Model | AQLM scheme | WikiText 2 PPL | Model size, Gb | Hub link |
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An official quantization of [meta-llama/Llama-2-7b](https://huggingface.co/meta-llama/Llama-2-7b) using [PV-Tuning](https://arxiv.org/abs/2405.14852) on top of [AQLM](https://arxiv.org/abs/2401.06118).
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For this quantization, we used 1 codebook of 16 bits for groups of 16 weights, totalling about 1.58 bits per weight.
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__The 1x16g16 models require aqlm inference library v1.1.6 or newer:__
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`pip install aqlm[gpu,cpu]>=1.1.6`
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| Model | AQLM scheme | WikiText 2 PPL | Model size, Gb | Hub link |
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