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Meta-Llama-3-8B-AQLM-2Bit-1x16
ISTA-DASLab/Meta-Llama-3-8B-AQLM-2Bit-1x16
Meta-Llama-3-8B-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-3-8B .
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8.2 GB on disk
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.safetensors4.1 GB · 100%
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Model card
From the Hugging Face model README
Official AQLM quantization of meta-llama/Meta-Llama-3-8B .
For this quantization, we used 1 codebook of 16 bits.
Results:
| Model | Quantization | MMLU (5-shot) | ArcC | ArcE | Hellaswag | PiQA | Winogrande | Model size, Gb |
|---|---|---|---|---|---|---|---|---|
| meta-llama/Meta-Llama-3-8B | None | 0.6525 | 0.5043 | 0.8009 | 0.6019 | 0.7971 | 0.7261 | 16.1 |
| 1x16 | 0.5647 | 0.4130 | 0.7428 | 0.5545 | 0.7780 | 0.7198 | 4.1 |
UPD 02.05.2024
The version of model with improved fine-tuning procedure.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Apr 23, 2024
- Updated
- Jul 2, 2024