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--- |
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library_name: transformers |
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tags: |
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- llama |
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- facebook |
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- meta |
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- llama-3 |
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- conversational |
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- text-generation-inference |
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--- |
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Official [AQLM](https://arxiv.org/abs/2401.06118) quantization of [meta-llama/Meta-Llama-3-70B |
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](https://huggingface.co/meta-llama/Meta-Llama-3-70B). |
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For this quantization, we used 1 codebook of 16 bits. |
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Results (measured with `lm_eval==4.0`): |
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| Model | Quantization | MMLU (5-shot) | ArcC| ArcE| Hellaswag | Winogrande | PiQA | Model size, Gb | |
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|------|------|-------|------|------|------|------|------|------| |
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|meta-llama/Meta-Llama-3-70B | - | 0.7868 | 0.6041 | 0.8670 | 0.6634 | 0.8248 | 0.8090 | 141.2 | |
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| | 1x16 | 0.7486 | 0.5009 | 0.7896 | 0.6346 | 0.7954 | 0.7814 | 21.9 | |
