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

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Safetensors

Model size

718M params

Tensor type

FP16

I16

Inference Examples

Text Generation

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