AQLM
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AQLM quantized LLMs
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Official AQLM quantization of meta-llama/Meta-Llama-3-70B .
For this quantization, we used 1 codebook of 16 bits.
Results (measured with lm_eval==4.0):
| Model | Quantization | MMLU (5-shot) | ArcC | ArcE | Hellaswag | Winogrande | PiQA | Model size, Gb |
|---|---|---|---|---|---|---|---|---|
| meta-llama/Meta-Llama-3-70B | - | 0.7868 | 0.6041 | 0.8670 | 0.6634 | 0.8248 | 0.8090 | 141.2 |
| 1x16 | 0.7486 | 0.5009 | 0.7896 | 0.6346 | 0.7954 | 0.7814 | 21.9 |
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