2024-02-26: Updating quants - IQ3_M/IQ3_S/IQ3_XS and IQ2_M/IQ2_S (requires latest commit a33e6a0d).

Layers Context Template
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<|im_start|>system
{instructions}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant
{response}

New 2/3-bit quantization types

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llama
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1-bit

2-bit

3-bit

4-bit

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