AdaIR All-in-One Restoration (GGUF)
Restormer + Adaptive Frequency Learning Blocks for 5-task restoration: denoise, derain, dehaze, deblur, low-light. 28.8M params, 110 MB F32. FFT-based spectral decomposition with adaptive masking and cross-attention.
Parity: cos=0.999924 vs Python reference. Source: c-yn/AdaIR (MIT, ICLR 2025).
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