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Phi-3-mini-4k-instruct-AQLM-1x16
ISTA-DASLab/Phi-3-mini-4k-instruct-AQLM-1x16
Phi-3-mini-4k-instruct-AQLM-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 microsoft/Phi-3-mini-4k-instruct .
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1.4 GB on disk
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Model card
From the Hugging Face model README
Official AQLM quantization of microsoft/Phi-3-mini-4k-instruct .
For this quantization, we used 1 codebook of 16 bits.
Results:
| Model | Quantization | MMLU (5-shot) | ArcC | ArcE | Hellaswag | Winogrande | PiQA | Model size, Gb |
|---|---|---|---|---|---|---|---|---|
| microsoft/Phi-3-mini-4k-instruct | None | 0.6949 | 0.5529 | 0.8325 | 0.6055 | 0.8020 | 0.7364 | 7.6 |
| 1x16 | 0.5818 | 0.4642 | 0.7807 | 0.5311 | 0.7715 | 0.7072 | 1.4 |
- Task
- Text Generation
- Library
- transformers
- Type
- phi3
- Languages
- en
- Created
- May 8, 2024
- Updated
- May 8, 2024