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- Add quantize_to_i2_s() for direct ternary-to-I2_S packing in conversion script - Support offline-quantized models (uint8 packed weights + weight_scale) - Fix weight_quant double-quantization bug for offline-quantized models - Fix I2_S scale computation to use first nonzero absolute value - Add I2_S ftype mapping and BitNetForCausalLM registration - Refactor ggml-bitnet-lut T-MAC wrapper with proper mul_mat implementation - Update llama.cpp submodule with I2_S ftype and 2B model type support