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Open-weight model

sar-to-optical-diffusion

by Syed Muhammad Ali Musa Rizvi AliMusaRizvi/sar-to-optical-diffusion

sar-to-optical-diffusion is an open-weight model from Syed Muhammad Ali Musa Rizvi. Its published files total 247.4 GB.

Parameters—
Context—
Weights247.3 GB
License—
AccessOpen weights
Monthly Downloads—

Model Card

The publisher has not written a card for this model.

Identity and Version

Repository
AliMusaRizvi/sar-to-optical-diffusion
Publisher
Syed Muhammad Ali Musa Rizvi
Task
Not stated by the source
Modality
Other
Library
diffusers
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
2719fd2d4e908060d7376333ce7595189a1af2ea
First published
2026-04-24
Last updated
2026-09-28

Files and Weights

646 files, 247.4 GB in total. The weights are 442 files totalling 247.3 GB in bin, pt, pth, safetensors.

Weights442 files · 247.3 GB
Configuration75 files · 6.9 MB
Documentation18 files · 92.1 KB
Other110 files · 12.9 MB
Repository1 file · 20.8 KB
Every file
FileTypeSizeSHA-256
adapted16_final/adapted_vae_config.ptWeights1.5 KB —
adapted16_final/base_vae.pthWeights334.9 MB b73d90bf7279
adapted16_final/detail_encoder.pthWeights4.0 MB 3638f3ba23b9
adapted16_step_12000/adapted_vae_config.ptWeights1.5 KB —
adapted16_step_12000/base_vae.pthWeights334.9 MB 9844ec661555
adapted16_step_12000/detail_encoder.pthWeights4.0 MB 037b0438bf77
adapted16_step_16000/adapted_vae_config.ptWeights1.5 KB —
adapted16_step_16000/base_vae.pthWeights334.9 MB 582849e50874
adapted16_step_16000/detail_encoder.pthWeights4.0 MB 82241c7ae8c9
adapted16_step_20000/adapted_vae_config.ptWeights1.5 KB —
adapted16_step_20000/base_vae.pthWeights334.9 MB b73d90bf7279
adapted16_step_20000/detail_encoder.pthWeights4.0 MB 3638f3ba23b9
adapted16_step_4000/adapted_vae_config.ptWeights1.5 KB —
adapted16_step_4000/base_vae.pthWeights334.9 MB 165633bce316
adapted16_step_4000/detail_encoder.pthWeights4.0 MB 0ca8c2fff18f
adapted16_step_8000/adapted_vae_config.ptWeights1.5 KB —
adapted16_step_8000/base_vae.pthWeights334.9 MB 72432f475c98
adapted16_step_8000/detail_encoder.pthWeights4.0 MB 26da6766465b
afcrps_final/unet.safetensorsWeights3.4 GB c1aa9256ea11
affine_head_final/affine_head.safetensorsWeights1.5 MB 1e2a62913d32
best_model/null_embed.ptWeights238.1 KB 5747ab214f37
best_model/unet_adapter/adapter_model.safetensorsWeights109.6 MB 137cf8afdbc0
bridge_color_final/unet.safetensorsWeights3.4 GB 9e1063520ebd
bridge_final/unet.safetensorsWeights3.4 GB 43a5e68627e0
bridge_resume/meta.ptWeights1.2 KB —
bridge_resume/model.safetensorsWeights3.4 GB cda02bebf0bc
bridge_resume/optimizer.binWeights6.9 GB 3a584c3607c5
bridge_resume/scheduler.binWeights1.5 KB —
bridge_step_10000/bridge_config.ptWeights1.4 KB —
bridge_step_10000/unet.pthWeights3.4 GB 3a0b742cc929
bridge_step_15000/bridge_config.ptWeights1.4 KB —
bridge_step_15000/unet.pthWeights3.4 GB e1165c03f62c
bridge_step_20000/bridge_config.ptWeights1.4 KB —
bridge_step_20000/unet.pthWeights3.4 GB 56f70e747308
bridge_step_25000/bridge_config.ptWeights1.4 KB —
bridge_step_25000/unet.pthWeights3.4 GB c4ccf0808310
bridge_step_30000/bridge_config.ptWeights1.4 KB —
bridge_step_30000/unet.pthWeights3.4 GB 86cf4fa2c452
bridge_step_35000/bridge_config.ptWeights1.4 KB —
bridge_step_35000/unet.pthWeights3.4 GB 6e2d30c2291d
bridge_step_40000/bridge_config.ptWeights1.4 KB —
bridge_step_40000/unet.pthWeights3.4 GB 3fc4cf09bdc6
bridge_step_5000/bridge_config.ptWeights1.4 KB —
bridge_step_5000/unet.pthWeights3.4 GB ed7dd4e453ae
controlnet_best/controlnet/diffusion_pytorch_model.safetensorsWeights722.6 MB 6a9a71923847
controlnet_best/embed_cache.ptWeights4.2 MB dcb61c255cd6
controlnet_latest/controlnet/diffusion_pytorch_model.safetensorsWeights722.6 MB 6a9a71923847
controlnet_latest/embed_cache.ptWeights4.2 MB dcb61c255cd6
detail_vae_final/decoder.pthWeights198.2 MB 0e3a4dda68b6
detail_vae_final/detail_encoder.pthWeights4.0 MB b6f3a327f7b3
detail_vae_final/detail_vae_config.ptWeights1.4 KB —
detail_vae_step_10000/decoder.pthWeights198.2 MB a75142df282e
detail_vae_step_10000/detail_encoder.pthWeights4.0 MB 32ff6ce5fc40
detail_vae_step_10000/detail_vae_config.ptWeights1.4 KB —
detail_vae_step_20000/decoder.pthWeights198.2 MB dbe18b87286e
detail_vae_step_20000/detail_encoder.pthWeights4.0 MB 49551406a7bd
detail_vae_step_20000/detail_vae_config.ptWeights1.4 KB —
detail_vae_step_30000/decoder.pthWeights198.2 MB bd969df0a980
detail_vae_step_30000/detail_encoder.pthWeights4.0 MB 5314dbd776a6
detail_vae_step_30000/detail_vae_config.ptWeights1.4 KB —
detail_vae_step_40000/decoder.pthWeights198.2 MB 0e3a4dda68b6
detail_vae_step_40000/detail_encoder.pthWeights4.0 MB b6f3a327f7b3
detail_vae_step_40000/detail_vae_config.ptWeights1.4 KB —
fyp_runs/baseline/best/decoder.pthWeights198.2 MB e47a4ed97a1b
fyp_runs/baseline/best/unet.safetensorsWeights1.7 GB e9ed45036156
fyp_runs/baseline/last/decoder.pthWeights198.2 MB e52a9c2f54e8
fyp_runs/baseline/last/unet.safetensorsWeights1.7 GB eb5d5668c39f
fyp_runs/dualsar/best/decoder.pthWeights198.2 MB 2471bc64265d
fyp_runs/dualsar/best/unet.safetensorsWeights1.7 GB 97a686777d47
fyp_runs/dualsar/last/decoder.pthWeights198.2 MB 7a79d7f95cda
fyp_runs/dualsar/last/unet.safetensorsWeights1.7 GB 4485f207f098
fyp_runs/patchsplit/best/decoder.pthWeights198.2 MB ed44956de47f
fyp_runs/patchsplit/best/unet.safetensorsWeights1.7 GB fb3cc352fd37
fyp_runs/patchsplit/last/decoder.pthWeights198.2 MB ed44956de47f
fyp_runs/patchsplit/last/unet.safetensorsWeights1.7 GB fb3cc352fd37
fyp_runs/sceneref/best/decoder.pthWeights198.2 MB 7311380ee645
fyp_runs/sceneref/best/unet.safetensorsWeights1.7 GB f7887e84ed8a
fyp_runs/sceneref/last/decoder.pthWeights198.2 MB b0f1d2f24ebc
fyp_runs/sceneref/last/unet.safetensorsWeights1.7 GB 45f1aaf3f0c0
fyp_runs/wavelet/best/decoder.pthWeights198.2 MB 70757b1d69a1
fyp_runs/wavelet/best/unet.safetensorsWeights1.7 GB 3e48d2b658a3
fyp_runs/wavelet/last/decoder.pthWeights198.2 MB 8e08f7f51b4d
fyp_runs/wavelet/last/unet.safetensorsWeights1.7 GB 68108375e4f0
hetero_final/unet.safetensorsWeights3.4 GB a94149c95a41
latest_checkpoint/ema.binWeights109.7 MB 275c0124b336
latest_checkpoint/model.safetensorsWeights3.5 GB c8eb6c728108
latest_checkpoint/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
latest_checkpoint/null_embed.ptWeights238.1 KB cd1ce187c0ea
latest_checkpoint/optimizer.binWeights220.1 MB 9fdd72b770da
latest_checkpoint/scheduler.binWeights1.5 KB —
null_embed.ptWeights238.1 KB 2e309938e5e9
regressor_final/unet.safetensorsWeights3.4 GB 03cca498e3de
regressor_modernvae_final/unet.safetensorsWeights3.4 GB ae4f90c92dd9
regressor_v2_final/unet.safetensorsWeights3.4 GB 17d1cfa3a848
regressor_v3_final/base_vae_tuned.pthWeights334.9 MB 5734f7d81b87
regressor_v3_final/unet.safetensorsWeights3.4 GB bfbd28602ea8
residual_final/unet.safetensorsWeights3.4 GB 9f1961838874
resshift_best/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_best/model/model.safetensorsWeights1.7 GB 4a956b63587d
resshift_best/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_best/model/optimizer.binWeights3.4 GB 0dc5af7a101b
resshift_best/model/scheduler.binWeights1.4 KB —
resshift_best/null_embed.ptWeights119.9 KB f4293e69d293
resshift_best/resshift_config.ptWeights1.4 KB —
resshift_final/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_final/model/model.safetensorsWeights1.7 GB 4bb03f6e4bfc
resshift_final/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_final/model/optimizer.binWeights96.5 KB —
resshift_final/model/scheduler.binWeights1.4 KB —
resshift_final/resshift_config.ptWeights1.4 KB —
resshift_latest/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_latest/model/model.safetensorsWeights1.7 GB c1506365fa6d
resshift_latest/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_latest/model/optimizer.binWeights3.4 GB 9d0bfd0446c9
resshift_latest/model/scheduler.binWeights1.4 KB —
resshift_latest/null_embed.ptWeights119.9 KB f4293e69d293
resshift_latest/resshift_config.ptWeights1.4 KB —
resshift_step_10000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_10000/model/model.safetensorsWeights1.7 GB 1296f7477e2b
resshift_step_10000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_10000/model/optimizer.binWeights96.5 KB —
resshift_step_10000/model/scheduler.binWeights1.4 KB —
resshift_step_10000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_10000/resshift_config.ptWeights1.4 KB —
resshift_step_12000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_12000/model/model.safetensorsWeights1.7 GB af52f0c2ed95
resshift_step_12000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_12000/model/optimizer.binWeights96.5 KB —
resshift_step_12000/model/scheduler.binWeights1.4 KB —
resshift_step_12000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_12000/resshift_config.ptWeights1.4 KB —
resshift_step_14000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_14000/model/model.safetensorsWeights1.7 GB f0610f6d1aa3
resshift_step_14000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_14000/model/optimizer.binWeights96.5 KB —
resshift_step_14000/model/scheduler.binWeights1.4 KB —
resshift_step_14000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_14000/resshift_config.ptWeights1.4 KB —
resshift_step_16000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_16000/model/model.safetensorsWeights1.7 GB 63f55a0d8e75
resshift_step_16000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_16000/model/optimizer.binWeights96.5 KB —
resshift_step_16000/model/scheduler.binWeights1.4 KB —
resshift_step_16000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_16000/resshift_config.ptWeights1.4 KB —
resshift_step_18000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_18000/model/model.safetensorsWeights1.7 GB 2f1d9a5bd6c5
resshift_step_18000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_18000/model/optimizer.binWeights96.5 KB —
resshift_step_18000/model/scheduler.binWeights1.4 KB —
resshift_step_18000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_18000/resshift_config.ptWeights1.4 KB —
resshift_step_182000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_182000/model/model.safetensorsWeights1.7 GB 4486611ba8e1
resshift_step_182000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_182000/model/optimizer.binWeights3.4 GB 99ec638656c2
resshift_step_182000/model/scheduler.binWeights1.4 KB —
resshift_step_182000/resshift_config.ptWeights1.4 KB —
resshift_step_184000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_184000/model/model.safetensorsWeights1.7 GB 8c100b13e9bc
resshift_step_184000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_184000/model/optimizer.binWeights3.4 GB bb69de14e562
resshift_step_184000/model/scheduler.binWeights1.4 KB —
resshift_step_184000/resshift_config.ptWeights1.4 KB —
resshift_step_186000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_186000/model/model.safetensorsWeights1.7 GB 4a956b63587d
resshift_step_186000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_186000/model/optimizer.binWeights3.4 GB 0dc5af7a101b
resshift_step_186000/model/scheduler.binWeights1.4 KB —
resshift_step_186000/resshift_config.ptWeights1.4 KB —
resshift_step_188000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_188000/model/model.safetensorsWeights1.7 GB 15e9a2d0c9ee
resshift_step_188000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_188000/model/optimizer.binWeights3.4 GB d224a90f4f14
resshift_step_188000/model/scheduler.binWeights1.4 KB —
resshift_step_188000/resshift_config.ptWeights1.4 KB —
resshift_step_190000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_190000/model/model.safetensorsWeights1.7 GB 01cdb2171839
resshift_step_190000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_190000/model/optimizer.binWeights3.4 GB dd55ac8ed05d
resshift_step_190000/model/scheduler.binWeights1.4 KB —
resshift_step_190000/resshift_config.ptWeights1.4 KB —
resshift_step_192000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_192000/model/model.safetensorsWeights1.7 GB 321480683147
resshift_step_192000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_192000/model/optimizer.binWeights3.4 GB a2160eef7823
resshift_step_192000/model/scheduler.binWeights1.4 KB —
resshift_step_192000/resshift_config.ptWeights1.4 KB —
resshift_step_194000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_194000/model/model.safetensorsWeights1.7 GB 7bacdb02344e
resshift_step_194000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_194000/model/optimizer.binWeights3.4 GB e3bc2bdf175c
resshift_step_194000/model/scheduler.binWeights1.4 KB —
resshift_step_194000/resshift_config.ptWeights1.4 KB —
resshift_step_196000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_196000/model/model.safetensorsWeights1.7 GB 0ec0371c5f49
resshift_step_196000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_196000/model/optimizer.binWeights3.4 GB 63cdd27c9a4d
resshift_step_196000/model/scheduler.binWeights1.4 KB —
resshift_step_196000/resshift_config.ptWeights1.4 KB —
resshift_step_198000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_198000/model/model.safetensorsWeights1.7 GB b869f3bda534
resshift_step_198000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_198000/model/optimizer.binWeights3.4 GB 5f7669f72836
resshift_step_198000/model/scheduler.binWeights1.4 KB —
resshift_step_198000/resshift_config.ptWeights1.4 KB —
resshift_step_2000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_2000/model/model.safetensorsWeights1.7 GB 7f111fdf2968
resshift_step_2000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_2000/model/optimizer.binWeights96.5 KB —
resshift_step_2000/model/scheduler.binWeights1.4 KB —
resshift_step_2000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_2000/resshift_config.ptWeights1.4 KB —
resshift_step_20000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_20000/model/model.safetensorsWeights1.7 GB 710b8bfaf3aa
resshift_step_20000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_20000/model/optimizer.binWeights96.5 KB —
resshift_step_20000/model/scheduler.binWeights1.4 KB —
resshift_step_20000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_20000/resshift_config.ptWeights1.4 KB —
resshift_step_200000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_200000/model/model.safetensorsWeights1.7 GB 094ff0aae93b
resshift_step_200000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_200000/model/optimizer.binWeights3.4 GB 4bdbe440a04a
resshift_step_200000/model/scheduler.binWeights1.4 KB —
resshift_step_200000/resshift_config.ptWeights1.4 KB —
resshift_step_202000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_202000/model/model.safetensorsWeights1.7 GB 9e301b66659c
resshift_step_202000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_202000/model/optimizer.binWeights3.4 GB 4d8b173d548b
resshift_step_202000/model/scheduler.binWeights1.4 KB —
resshift_step_202000/resshift_config.ptWeights1.4 KB —
resshift_step_204000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_204000/model/model.safetensorsWeights1.7 GB c500ff230584
resshift_step_204000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_204000/model/optimizer.binWeights3.4 GB 9e4592c71fb4
resshift_step_204000/model/scheduler.binWeights1.4 KB —
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resshift_step_206000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_206000/model/model.safetensorsWeights1.7 GB 8fc8b63f879c
resshift_step_206000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_206000/model/optimizer.binWeights3.4 GB 09af9c5d1b4e
resshift_step_206000/model/scheduler.binWeights1.4 KB —
resshift_step_206000/resshift_config.ptWeights1.4 KB —
resshift_step_208000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_208000/model/model.safetensorsWeights1.7 GB c1506365fa6d
resshift_step_208000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_208000/model/optimizer.binWeights3.4 GB 9d0bfd0446c9
resshift_step_208000/model/scheduler.binWeights1.4 KB —
resshift_step_208000/resshift_config.ptWeights1.4 KB —
resshift_step_22000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_22000/model/model.safetensorsWeights1.7 GB f293a00c7c5b
resshift_step_22000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_22000/model/optimizer.binWeights96.5 KB —
resshift_step_22000/model/scheduler.binWeights1.4 KB —
resshift_step_22000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_22000/resshift_config.ptWeights1.4 KB —
resshift_step_24000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_24000/model/model.safetensorsWeights1.7 GB 7669b8f90c80
resshift_step_24000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_24000/model/optimizer.binWeights96.5 KB —
resshift_step_24000/model/scheduler.binWeights1.4 KB —
resshift_step_24000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_24000/resshift_config.ptWeights1.4 KB —
resshift_step_26000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_26000/model/model.safetensorsWeights1.7 GB 6915c982a303
resshift_step_26000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_26000/model/optimizer.binWeights96.5 KB —
resshift_step_26000/model/scheduler.binWeights1.4 KB —
resshift_step_26000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_26000/resshift_config.ptWeights1.4 KB —
resshift_step_28000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_28000/model/model.safetensorsWeights1.7 GB de8e6462ebe3
resshift_step_28000/model/model_1.safetensorsWeights167.3 MB 0f3f3f38d139
resshift_step_28000/model/optimizer.binWeights96.5 KB —
resshift_step_28000/model/scheduler.binWeights1.4 KB —
resshift_step_28000/null_embed.ptWeights119.9 KB f4293e69d293
resshift_step_28000/resshift_config.ptWeights1.4 KB —
resshift_step_30000/embed_cache.ptWeights4.2 MB dcb61c255cd6
resshift_step_30000/model/model.safetensorsWeights1.7 GB 2275822f1385
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License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
247.3 GB
Download from Syed Muhammad Ali Musa Rizvi

Released by Syed Muhammad Ali Musa Rizvi through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published247.3 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.