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Meta-Llama-3-70B-AQLM-2Bit-1x16
ISTA-DASLab/Meta-Llama-3-70B-AQLM-2Bit-1x16
Meta-Llama-3-70B-AQLM-2Bit-1x16 is a text generation model from ISTA-DASLab. Use it when you need the model to write or continue text. It is set up for transformers.
Official AQLM quantization of meta-llama/Meta-Llama-3-70B .
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11B
43.8 GB on disk
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.safetensors21.9 GB · 100%
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Model card
From the Hugging Face model README
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 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Apr 29, 2024
- Updated
- May 4, 2024