pisa-sr-diffusers / repack_info.json
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PiSA-SR repacked to diffusers format (fused UNets + adapter-only LoRA)
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{
"source_checkpoint": "pisa_sr.pkl (csslc/PiSA-SR, CVPR 2025)",
"base_model": "stabilityai/stable-diffusion-2-1-base",
"rank_pix": 4,
"rank_sem": 4,
"lora_alpha": {
"pix": 8.0,
"sem": 8.0
},
"n_target_modules_per_branch": 258,
"merge_precision": "fp32 on CPU, cast to fp16 once at the end",
"inference": {
"timestep": 1,
"prompt": "",
"noise": "none (deterministic)",
"formula": "latent_out = z - unet(z, t=1, emb(''))",
"adjustable": "lambda_pix*pred_pix + lambda_sem*(pred_sem - pred_pix)"
}
}