Model: JetBrains/Mellum2.1-12B-A2.5B-Thinking Source revision: 92ddae9fc7665e9f801d141d2e5a6b2caf2460c4 Original model created and trained by JetBrains; Apache-2.0. Modified artifact: native MLX affine 6-bit/g64 quantization with upstream 8-bit router policy. Conversion and independent validation: Imad, https://github.com/imaddde867/mellum-mlx No fine-tuning or calibration applied.