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terminus-xl-velocity-v2

Text-to-Image
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stable-diffusion
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xet
Community
PseudoTerminal X commited on
Commit
a271e71
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1 Parent(s): a0b7111

Trained for 0 epochs and 5750 steps.

Browse files

Trained with datasets ['text-embeds', 'photocb-clip-embeds', 'mj-60', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga', 'photo-aesthetics', 'text-1mp', 'photo-concept-bucket']
Learning rate 1e-06, batch size 8, and 1 gradient accumulation steps.
Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True
Using 'trailing' timestep spacing.
Base model: ptx0/terminus-xl-velocity-v1
VAE: madebyollin/sdxl-vae-fp16-fix

Files changed (21) hide show
  1. README.md +28 -28
  2. optimizer.bin +1 -1
  3. random_states_0.pkl +1 -1
  4. training_state-anatomy.json +2 -2
  5. training_state-architecture.json +2 -2
  6. training_state-bg20k-1024.json +2 -2
  7. training_state-cinemamix-1mp.json +2 -2
  8. training_state-ethnic.json +2 -2
  9. training_state-experimental.json +2 -2
  10. training_state-gay.json +2 -2
  11. training_state-mj-60.json +2 -2
  12. training_state-nsfw-1024.json +2 -2
  13. training_state-photo-aesthetics.json +2 -2
  14. training_state-photo-concept-bucket.json +2 -2
  15. training_state-shutterstock.json +2 -2
  16. training_state-sports.json +2 -2
  17. training_state-text-1mp.json +2 -2
  18. training_state-yoga.json +2 -2
  19. training_state.json +1 -1
  20. unet/config.json +1 -1
  21. unet/diffusion_pytorch_model.safetensors +1 -1
README.md CHANGED
@@ -879,10 +879,10 @@ You may reuse the base model text encoder for inference.
879
  ## Training settings
880
 
881
  - Training epochs: 0
882
- - Training steps: 5500
883
  - Learning rate: 1e-06
884
- - Effective batch size: 4
885
- - Micro-batch size: 4
886
  - Gradient accumulation steps: 1
887
  - Prediction type: v_prediction
888
  - Rescaled betas zero SNR: True
@@ -903,24 +903,24 @@ You may reuse the base model text encoder for inference.
903
  - Crop aspect: None
904
  ### experimental
905
  - Repeats: 0
906
- - Total number of images: 3132
907
- - Total number of aspect buckets: 18
908
  - Resolution: 1.0 megapixels
909
  - Cropped: False
910
  - Crop style: None
911
  - Crop aspect: None
912
  ### ethnic
913
  - Repeats: 0
914
- - Total number of images: 3056
915
- - Total number of aspect buckets: 21
916
  - Resolution: 1.0 megapixels
917
  - Cropped: False
918
  - Crop style: None
919
  - Crop aspect: None
920
  ### sports
921
  - Repeats: 0
922
- - Total number of images: 772
923
- - Total number of aspect buckets: 12
924
  - Resolution: 1.0 megapixels
925
  - Cropped: False
926
  - Crop style: None
@@ -928,30 +928,30 @@ You may reuse the base model text encoder for inference.
928
  ### gay
929
  - Repeats: 0
930
  - Total number of images: 1064
931
- - Total number of aspect buckets: 16
932
  - Resolution: 1.0 megapixels
933
  - Cropped: False
934
  - Crop style: None
935
  - Crop aspect: None
936
  ### architecture
937
  - Repeats: 0
938
- - Total number of images: 4316
939
- - Total number of aspect buckets: 21
940
  - Resolution: 1.0 megapixels
941
  - Cropped: False
942
  - Crop style: None
943
  - Crop aspect: None
944
  ### shutterstock
945
  - Repeats: 0
946
- - Total number of images: 21008
947
- - Total number of aspect buckets: 34
948
  - Resolution: 1.0 megapixels
949
  - Cropped: False
950
  - Crop style: None
951
  - Crop aspect: None
952
  ### cinemamix-1mp
953
  - Repeats: 0
954
- - Total number of images: 9024
955
  - Total number of aspect buckets: 6
956
  - Resolution: 1.0 megapixels
957
  - Cropped: False
@@ -959,7 +959,7 @@ You may reuse the base model text encoder for inference.
959
  - Crop aspect: None
960
  ### nsfw-1024
961
  - Repeats: 0
962
- - Total number of images: 3784
963
  - Total number of aspect buckets: 4
964
  - Resolution: 1.0 megapixels
965
  - Cropped: False
@@ -967,48 +967,48 @@ You may reuse the base model text encoder for inference.
967
  - Crop aspect: None
968
  ### anatomy
969
  - Repeats: 5
970
- - Total number of images: 16376
971
- - Total number of aspect buckets: 23
972
  - Resolution: 1.0 megapixels
973
  - Cropped: False
974
  - Crop style: None
975
  - Crop aspect: None
976
  ### bg20k-1024
977
  - Repeats: 0
978
- - Total number of images: 89219
979
- - Total number of aspect buckets: 39
980
  - Resolution: 1.0 megapixels
981
  - Cropped: False
982
  - Crop style: None
983
  - Crop aspect: None
984
  ### yoga
985
  - Repeats: 0
986
- - Total number of images: 3576
987
- - Total number of aspect buckets: 18
988
  - Resolution: 1.0 megapixels
989
  - Cropped: False
990
  - Crop style: None
991
  - Crop aspect: None
992
  ### photo-aesthetics
993
  - Repeats: 0
994
- - Total number of images: 33088
995
- - Total number of aspect buckets: 27
996
  - Resolution: 1.0 megapixels
997
  - Cropped: False
998
  - Crop style: None
999
  - Crop aspect: None
1000
  ### text-1mp
1001
  - Repeats: 5
1002
- - Total number of images: 13140
1003
- - Total number of aspect buckets: 22
1004
  - Resolution: 1.0 megapixels
1005
  - Cropped: False
1006
  - Crop style: None
1007
  - Crop aspect: None
1008
  ### photo-concept-bucket
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  - Repeats: 1
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- - Total number of images: 567504
1011
- - Total number of aspect buckets: 39
1012
  - Resolution: 1.0 megapixels
1013
  - Cropped: False
1014
  - Crop style: None
 
879
  ## Training settings
880
 
881
  - Training epochs: 0
882
+ - Training steps: 5750
883
  - Learning rate: 1e-06
884
+ - Effective batch size: 8
885
+ - Micro-batch size: 8
886
  - Gradient accumulation steps: 1
887
  - Prediction type: v_prediction
888
  - Rescaled betas zero SNR: True
 
903
  - Crop aspect: None
904
  ### experimental
905
  - Repeats: 0
906
+ - Total number of images: 3127
907
+ - Total number of aspect buckets: 16
908
  - Resolution: 1.0 megapixels
909
  - Cropped: False
910
  - Crop style: None
911
  - Crop aspect: None
912
  ### ethnic
913
  - Repeats: 0
914
+ - Total number of images: 3050
915
+ - Total number of aspect buckets: 17
916
  - Resolution: 1.0 megapixels
917
  - Cropped: False
918
  - Crop style: None
919
  - Crop aspect: None
920
  ### sports
921
  - Repeats: 0
922
+ - Total number of images: 736
923
+ - Total number of aspect buckets: 10
924
  - Resolution: 1.0 megapixels
925
  - Cropped: False
926
  - Crop style: None
 
928
  ### gay
929
  - Repeats: 0
930
  - Total number of images: 1064
931
+ - Total number of aspect buckets: 11
932
  - Resolution: 1.0 megapixels
933
  - Cropped: False
934
  - Crop style: None
935
  - Crop aspect: None
936
  ### architecture
937
  - Repeats: 0
938
+ - Total number of images: 4296
939
+ - Total number of aspect buckets: 17
940
  - Resolution: 1.0 megapixels
941
  - Cropped: False
942
  - Crop style: None
943
  - Crop aspect: None
944
  ### shutterstock
945
  - Repeats: 0
946
+ - Total number of images: 20970
947
+ - Total number of aspect buckets: 31
948
  - Resolution: 1.0 megapixels
949
  - Cropped: False
950
  - Crop style: None
951
  - Crop aspect: None
952
  ### cinemamix-1mp
953
  - Repeats: 0
954
+ - Total number of images: 9023
955
  - Total number of aspect buckets: 6
956
  - Resolution: 1.0 megapixels
957
  - Cropped: False
 
959
  - Crop aspect: None
960
  ### nsfw-1024
961
  - Repeats: 0
962
+ - Total number of images: 3777
963
  - Total number of aspect buckets: 4
964
  - Resolution: 1.0 megapixels
965
  - Cropped: False
 
967
  - Crop aspect: None
968
  ### anatomy
969
  - Repeats: 5
970
+ - Total number of images: 16355
971
+ - Total number of aspect buckets: 22
972
  - Resolution: 1.0 megapixels
973
  - Cropped: False
974
  - Crop style: None
975
  - Crop aspect: None
976
  ### bg20k-1024
977
  - Repeats: 0
978
+ - Total number of images: 89180
979
+ - Total number of aspect buckets: 42
980
  - Resolution: 1.0 megapixels
981
  - Cropped: False
982
  - Crop style: None
983
  - Crop aspect: None
984
  ### yoga
985
  - Repeats: 0
986
+ - Total number of images: 3568
987
+ - Total number of aspect buckets: 14
988
  - Resolution: 1.0 megapixels
989
  - Cropped: False
990
  - Crop style: None
991
  - Crop aspect: None
992
  ### photo-aesthetics
993
  - Repeats: 0
994
+ - Total number of images: 33073
995
+ - Total number of aspect buckets: 24
996
  - Resolution: 1.0 megapixels
997
  - Cropped: False
998
  - Crop style: None
999
  - Crop aspect: None
1000
  ### text-1mp
1001
  - Repeats: 5
1002
+ - Total number of images: 13136
1003
+ - Total number of aspect buckets: 21
1004
  - Resolution: 1.0 megapixels
1005
  - Cropped: False
1006
  - Crop style: None
1007
  - Crop aspect: None
1008
  ### photo-concept-bucket
1009
  - Repeats: 1
1010
+ - Total number of images: 567449
1011
+ - Total number of aspect buckets: 36
1012
  - Resolution: 1.0 megapixels
1013
  - Cropped: False
1014
  - Crop style: None
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