    quantization_options = [
        "Q4_K_M", "Q4_K_S", "IQ4_XS", "Q5_K_M", "Q5_K_S",
        "Q6_K", "Q8_0", "IQ3_M", "IQ3_S", "IQ3_XXS", "IQ2_M",
        "IQ2_S", "IQ3_XS", "IQ4_NL"
    ]

Using the latest of llama.cpp released at the time.

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