@@ -406,8 +406,8 @@ class StableDiffusionGGML {
406406 offload_params_to_cpu,
407407 tensor_storage_map);
408408 diffusion_model = std::make_shared<MMDiTModel>(backend,
409- offload_params_to_cpu,
410- tensor_storage_map);
409+ offload_params_to_cpu,
410+ tensor_storage_map);
411411 } else if (sd_version_is_flux (version)) {
412412 bool is_chroma = false ;
413413 for (auto pair : tensor_storage_map) {
@@ -448,10 +448,10 @@ class StableDiffusionGGML {
448448 tensor_storage_map,
449449 version);
450450 diffusion_model = std::make_shared<FluxModel>(backend,
451- offload_params_to_cpu,
452- tensor_storage_map,
453- version,
454- sd_ctx_params->chroma_use_dit_mask );
451+ offload_params_to_cpu,
452+ tensor_storage_map,
453+ version,
454+ sd_ctx_params->chroma_use_dit_mask );
455455 } else if (sd_version_is_wan (version)) {
456456 cond_stage_model = std::make_shared<T5CLIPEmbedder>(clip_backend,
457457 offload_params_to_cpu,
@@ -460,10 +460,10 @@ class StableDiffusionGGML {
460460 1 ,
461461 true );
462462 diffusion_model = std::make_shared<WanModel>(backend,
463- offload_params_to_cpu,
464- tensor_storage_map,
465- " model.diffusion_model" ,
466- version);
463+ offload_params_to_cpu,
464+ tensor_storage_map,
465+ " model.diffusion_model" ,
466+ version);
467467 if (strlen (SAFE_STR (sd_ctx_params->high_noise_diffusion_model_path )) > 0 ) {
468468 high_noise_diffusion_model = std::make_shared<WanModel>(backend,
469469 offload_params_to_cpu,
@@ -492,20 +492,20 @@ class StableDiffusionGGML {
492492 " " ,
493493 enable_vision);
494494 diffusion_model = std::make_shared<QwenImageModel>(backend,
495- offload_params_to_cpu,
496- tensor_storage_map,
497- " model.diffusion_model" ,
498- version);
495+ offload_params_to_cpu,
496+ tensor_storage_map,
497+ " model.diffusion_model" ,
498+ version);
499499 } else if (sd_version_is_z_image (version)) {
500500 cond_stage_model = std::make_shared<LLMEmbedder>(clip_backend,
501501 offload_params_to_cpu,
502502 tensor_storage_map,
503503 version);
504504 diffusion_model = std::make_shared<ZImageModel>(backend,
505- offload_params_to_cpu,
506- tensor_storage_map,
507- " model.diffusion_model" ,
508- version);
505+ offload_params_to_cpu,
506+ tensor_storage_map,
507+ " model.diffusion_model" ,
508+ version);
509509 } else { // SD1.x SD2.x SDXL
510510 if (strstr (SAFE_STR (sd_ctx_params->photo_maker_path ), " v2" )) {
511511 cond_stage_model = std::make_shared<FrozenCLIPEmbedderWithCustomWords>(clip_backend,
@@ -1337,15 +1337,15 @@ class StableDiffusionGGML {
13371337 uint32_t dim = latents->ne [ggml_n_dims (latents) - 1 ];
13381338
13391339 if (preview_mode == PREVIEW_PROJ) {
1340- int64_t patch_sz = 1 ;
1341- const float (*latent_rgb_proj)[channel] = nullptr ;
1342- float * latent_rgb_bias = nullptr ;
1340+ int64_t patch_sz = 1 ;
1341+ const float (*latent_rgb_proj)[channel] = nullptr ;
1342+ float * latent_rgb_bias = nullptr ;
13431343
13441344 if (dim == 128 ) {
13451345 if (sd_version_is_flux2 (version)) {
13461346 latent_rgb_proj = flux2_latent_rgb_proj;
13471347 latent_rgb_bias = flux2_latent_rgb_bias;
1348- patch_sz = 2 ;
1348+ patch_sz = 2 ;
13491349 }
13501350 } else if (dim == 48 ) {
13511351 if (sd_version_is_wan (version)) {
@@ -1957,12 +1957,12 @@ class StableDiffusionGGML {
19571957 -0 .0313f , -0 .1649f , 0 .0117f , 0 .0723f , -0 .2839f , -0 .2083f , -0 .0520f , 0 .3748f ,
19581958 0 .0152f , 0 .1957f , 0 .1433f , -0 .2944f , 0 .3573f , -0 .0548f , -0 .1681f , -0 .0667f };
19591959 latents_std_vec = {
1960- 0 .4765f , 1 .0364f , 0 .4514f , 1 .1677f , 0 .5313f , 0 .4990f , 0 .4818f , 0 .5013f ,
1961- 0 .8158f , 1 .0344f , 0 .5894f , 1 .0901f , 0 .6885f , 0 .6165f , 0 .8454f , 0 .4978f ,
1962- 0 .5759f , 0 .3523f , 0 .7135f , 0 .6804f , 0 .5833f , 1 .4146f , 0 .8986f , 0 .5659f ,
1963- 0 .7069f , 0 .5338f , 0 .4889f , 0 .4917f , 0 .4069f , 0 .4999f , 0 .6866f , 0 .4093f ,
1964- 0 .5709f , 0 .6065f , 0 .6415f , 0 .4944f , 0 .5726f , 1 .2042f , 0 .5458f , 1 .6887f ,
1965- 0 .3971f , 1 .0600f , 0 .3943f , 0 .5537f , 0 .5444f , 0 .4089f , 0 .7468f , 0 .7744f };
1960+ 0 .4765f , 1 .0364f , 0 .4514f , 1 .1677f , 0 .5313f , 0 .4990f , 0 .4818f , 0 .5013f ,
1961+ 0 .8158f , 1 .0344f , 0 .5894f , 1 .0901f , 0 .6885f , 0 .6165f , 0 .8454f , 0 .4978f ,
1962+ 0 .5759f , 0 .3523f , 0 .7135f , 0 .6804f , 0 .5833f , 1 .4146f , 0 .8986f , 0 .5659f ,
1963+ 0 .7069f , 0 .5338f , 0 .4889f , 0 .4917f , 0 .4069f , 0 .4999f , 0 .6866f , 0 .4093f ,
1964+ 0 .5709f , 0 .6065f , 0 .6415f , 0 .4944f , 0 .5726f , 1 .2042f , 0 .5458f , 1 .6887f ,
1965+ 0 .3971f , 1 .0600f , 0 .3943f , 0 .5537f , 0 .5444f , 0 .4089f , 0 .7468f , 0 .7744f };
19661966 } else if (latent->ne [channel_dim] == 128 ) {
19671967 // flux2
19681968 latents_mean_vec = {-0 .0676f , -0 .0715f , -0 .0753f , -0 .0745f , 0 .0223f , 0 .0180f , 0 .0142f , 0 .0184f ,
@@ -1982,22 +1982,22 @@ class StableDiffusionGGML {
19821982 -0 .0511f , -0 .0603f , -0 .0478f , -0 .0524f , -0 .0227f , -0 .0274f , -0 .0154f , -0 .0255f ,
19831983 -0 .0572f , -0 .0565f , -0 .0518f , -0 .0496f , 0 .0116f , 0 .0054f , 0 .0163f , 0 .0104f };
19841984 latents_std_vec = {
1985- 1 .8029f , 1 .7786f , 1 .7868f , 1 .7837f , 1 .7717f , 1 .7590f , 1 .7610f , 1 .7479f ,
1986- 1 .7336f , 1 .7373f , 1 .7340f , 1 .7343f , 1 .8626f , 1 .8527f , 1 .8629f , 1 .8589f ,
1987- 1 .7593f , 1 .7526f , 1 .7556f , 1 .7583f , 1 .7363f , 1 .7400f , 1 .7355f , 1 .7394f ,
1988- 1 .7342f , 1 .7246f , 1 .7392f , 1 .7304f , 1 .7551f , 1 .7513f , 1 .7559f , 1 .7488f ,
1989- 1 .8449f , 1 .8454f , 1 .8550f , 1 .8535f , 1 .8240f , 1 .7813f , 1 .7854f , 1 .7945f ,
1990- 1 .8047f , 1 .7876f , 1 .7695f , 1 .7676f , 1 .7782f , 1 .7667f , 1 .7925f , 1 .7848f ,
1991- 1 .7579f , 1 .7407f , 1 .7483f , 1 .7368f , 1 .7961f , 1 .7998f , 1 .7920f , 1 .7925f ,
1992- 1 .7780f , 1 .7747f , 1 .7727f , 1 .7749f , 1 .7526f , 1 .7447f , 1 .7657f , 1 .7495f ,
1993- 1 .7775f , 1 .7720f , 1 .7813f , 1 .7813f , 1 .8162f , 1 .8013f , 1 .8023f , 1 .8033f ,
1994- 1 .7527f , 1 .7331f , 1 .7563f , 1 .7482f , 1 .7610f , 1 .7507f , 1 .7681f , 1 .7613f ,
1995- 1 .7665f , 1 .7545f , 1 .7828f , 1 .7726f , 1 .7896f , 1 .7999f , 1 .7864f , 1 .7760f ,
1996- 1 .7613f , 1 .7625f , 1 .7560f , 1 .7577f , 1 .7783f , 1 .7671f , 1 .7810f , 1 .7799f ,
1997- 1 .7201f , 1 .7068f , 1 .7265f , 1 .7091f , 1 .7793f , 1 .7578f , 1 .7502f , 1 .7455f ,
1998- 1 .7587f , 1 .7500f , 1 .7525f , 1 .7362f , 1 .7616f , 1 .7572f , 1 .7444f , 1 .7430f ,
1999- 1 .7509f , 1 .7610f , 1 .7634f , 1 .7612f , 1 .7254f , 1 .7135f , 1 .7321f , 1 .7226f ,
2000- 1 .7664f , 1 .7624f , 1 .7718f , 1 .7664f , 1 .7457f , 1 .7441f , 1 .7569f , 1 .7530f };
1985+ 1 .8029f , 1 .7786f , 1 .7868f , 1 .7837f , 1 .7717f , 1 .7590f , 1 .7610f , 1 .7479f ,
1986+ 1 .7336f , 1 .7373f , 1 .7340f , 1 .7343f , 1 .8626f , 1 .8527f , 1 .8629f , 1 .8589f ,
1987+ 1 .7593f , 1 .7526f , 1 .7556f , 1 .7583f , 1 .7363f , 1 .7400f , 1 .7355f , 1 .7394f ,
1988+ 1 .7342f , 1 .7246f , 1 .7392f , 1 .7304f , 1 .7551f , 1 .7513f , 1 .7559f , 1 .7488f ,
1989+ 1 .8449f , 1 .8454f , 1 .8550f , 1 .8535f , 1 .8240f , 1 .7813f , 1 .7854f , 1 .7945f ,
1990+ 1 .8047f , 1 .7876f , 1 .7695f , 1 .7676f , 1 .7782f , 1 .7667f , 1 .7925f , 1 .7848f ,
1991+ 1 .7579f , 1 .7407f , 1 .7483f , 1 .7368f , 1 .7961f , 1 .7998f , 1 .7920f , 1 .7925f ,
1992+ 1 .7780f , 1 .7747f , 1 .7727f , 1 .7749f , 1 .7526f , 1 .7447f , 1 .7657f , 1 .7495f ,
1993+ 1 .7775f , 1 .7720f , 1 .7813f , 1 .7813f , 1 .8162f , 1 .8013f , 1 .8023f , 1 .8033f ,
1994+ 1 .7527f , 1 .7331f , 1 .7563f , 1 .7482f , 1 .7610f , 1 .7507f , 1 .7681f , 1 .7613f ,
1995+ 1 .7665f , 1 .7545f , 1 .7828f , 1 .7726f , 1 .7896f , 1 .7999f , 1 .7864f , 1 .7760f ,
1996+ 1 .7613f , 1 .7625f , 1 .7560f , 1 .7577f , 1 .7783f , 1 .7671f , 1 .7810f , 1 .7799f ,
1997+ 1 .7201f , 1 .7068f , 1 .7265f , 1 .7091f , 1 .7793f , 1 .7578f , 1 .7502f , 1 .7455f ,
1998+ 1 .7587f , 1 .7500f , 1 .7525f , 1 .7362f , 1 .7616f , 1 .7572f , 1 .7444f , 1 .7430f ,
1999+ 1 .7509f , 1 .7610f , 1 .7634f , 1 .7612f , 1 .7254f , 1 .7135f , 1 .7321f , 1 .7226f ,
2000+ 1 .7664f , 1 .7624f , 1 .7718f , 1 .7664f , 1 .7457f , 1 .7441f , 1 .7569f , 1 .7530f };
20012001 }
20022002 }
20032003
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