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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-3-8B-Instruct |
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](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct). |
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For this quantization, we used 1 codebook of 16 bits. |
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Results: |
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| Model | Quantization | MMLU (5-shot) | GSM8k (8-shot) | ArcC| ArcE| Hellaswag | Winogrande | PiQA | Model size, Gb | |
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|------|------|-------|------|------|------|------|------|------|------| |
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|meta-llama/Meta-Llama-3-8B-Instruct| None |0.6560 | 0.7475 | 0.5299 | 0.8165 | 0.5771 | 0.7867 | 0.7206 | 16.1 | |
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| | 1x16 | 0.5872 | 0.5087 | 0.4590 | 0.7710 | 0.5491 | 0.7726 | 0.6953 | 4.1 | |
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**UPD** 02.05.2024 |
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The version of model with improved fine-tuning procedure. |
