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Official AQLM quantization of meta-llama/Meta-Llama-3.1-70B-Instruct finetuned with PV-Tuning.

For this quantization, we used 1 codebook of 16 bits and groupsize of 8.

Results:

Model Quantization MMLU (5-shot) ArcC ArcE Hellaswag PiQA Winogrande Model size, Gb
fp16 0.8213 0.6246 0.8683 0.6516 0.8313 0.7908 141
1x16g8 0.7814 0.5478 0.8270 0.6284 0.8036 0.7814 21.9
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