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gemma-2b-AQLM-2Bit-2x8-hf
ISTA-DASLab/gemma-2b-AQLM-2Bit-2x8-hf
gemma-2b-AQLM-2Bit-2x8-hf 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 google/gemma-2b.
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From the Hugging Face model README
Official AQLM quantization of google/gemma-2b.
For this quantization, we used 2 codebooks of 8 bits.
Results (0-shot acc):
| Model | Quantization | WinoGrande | PiQA | HellaSwag | ArcE | ArcC | Model size, Gb |
|---|---|---|---|---|---|---|---|
| gemma-2b | None | 0.6472 | 0.7715 | 0.5279 | 0.7403 | 0.4053 | 5.0 |
| 2x8 | 0.5801 | 0.6828 | 0.3891 | 0.5791 | 0.2534 | 1.6 |
To learn more about the inference, as well as the information on how to quantize models yourself, please refer to the official GitHub repo.
- Task
- Text Generation
- Library
- transformers
- Type
- gemma
- Created
- Mar 6, 2024
- Updated
- Mar 10, 2024