Added evaluation results
Browse files
README.md
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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-3-8B
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](https://huggingface.co/meta-llama/Meta-Llama-3-8B).
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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) | ArcC| ArcE| Hellaswag | Winogrande | PiQA | Model size, Gb |
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|------|------|-------|------|------|------|------|------|------|
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|meta-llama/Meta-Llama-3-8B-Instruct| None |0.6525 | 0.5043 | 0.8009 | 0.6019 | 0.7971 | 0.7261 | 16.1 |
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| | 1x16 | 0.5411 | 0.3874 | 0.7235 | 0.5346 | 0.7622 | 0.7048 | 4.1 |
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