{ "strict_load": true, "finite": true, "diffusers_version": "0.36.0", "source_declared_diffusers_version": "0.36.0.dev0", "torch_version": "2.14.1", "device": "cpu", "dtype": [ "torch.bfloat16" ], "parameters": 715746304, "tensor_count": 56, "noise_refiner_validation": { "input": "three real COCO128 images encoded by the authentic Z-Image VAE, patchified and embedded with the authentic all_x_embedder, noised at flow-matching t=0.5, real t_embedder adaLN conditioning and upstream create_coordinate_grid RoPE", "vae_sha256": "f5b59a26851551b67ae1fe58d32e76486e1e812def4696a4bea97f16604d40a3", "vae_identical_to_z_image_turbo": true, "assumed_caption_length": 64, "assumption_note": "image position ids are offset by the padded caption length upstream; the official Qwen3 text encoder is out of scope, so a fixed 64-token caption length is assumed", "per_image": [ { "image": "000000000009.png", "source_size": [ 256, 256 ], "latent_shape": [ 1, 16, 32, 32 ], "patch_shape": [ 256, 64 ], "noise_refiner_output_shape": [ 1, 256, 3840 ], "timestep": 0.5, "finite": true, "repeat_max_abs_error": 0.0, "output_abs_mean": 0.1828508973121643 }, { "image": "000000000030.png", "source_size": [ 256, 256 ], "latent_shape": [ 1, 16, 32, 32 ], "patch_shape": [ 256, 64 ], "noise_refiner_output_shape": [ 1, 256, 3840 ], "timestep": 0.5, "finite": true, "repeat_max_abs_error": 0.0, "output_abs_mean": 0.17951683700084686 }, { "image": "000000000034.png", "source_size": [ 256, 256 ], "latent_shape": [ 1, 16, 32, 32 ], "patch_shape": [ 256, 64 ], "noise_refiner_output_shape": [ 1, 256, 3840 ], "timestep": 0.5, "finite": true, "repeat_max_abs_error": 0.0, "output_abs_mean": 0.16232071816921234 } ] }, "context_refiner_validation": { "input": "synthetic Qwen3-shaped caption features (seeded), passed through the authentic cap_embedder", "cap_len": 64, "output_shape": [ 1, 64, 3840 ], "finite": true, "repeat_max_abs_error": 0.0, "output_abs_mean": 0.5141564011573792 }, "elapsed_seconds": 20.54, "limitations": "Component-level CPU test only. The 30-layer DiT trunk, final layer, VAE decoder and text encoder are excluded, so this does not evaluate image generation quality or end-to-end parity with the full NitroFusion2 pipeline. context_refiner inputs are synthetic because the official Qwen3 text encoder was not downloaded. bfloat16 CPU execution is not claimed to match GPU inference. COCO128 may overlap training data." }