Official AQLM quantization of microsoft/Phi-3-mini-128k-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-128k-instruct	None	0.6881	0.5418	0.8127	0.5980	0.7873	0.7340	7.6
	1x16	0.5815	0.4599	0.7845	0.5235	0.7666	0.6930	1.4

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Safetensors

Model size

718M params

Tensor type

FP16

I16

Inference Examples

Text Generation

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