Trained for 6 epochs and 11500 steps.

Trained with datasets ['text-embeds', 'celebrities', 'movieposters', 'normalnudes', 'moviecollection', 'experimental', 'ethnic', 'gay', 'cinemamix-1mp', 'nsfw-1024']
Learning rate 1e-06, batch size 16, and 1 gradient accumulation steps.
Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False
Using 'linspace' timestep spacing.
Base model: terminusresearch/pixart-900m-1024-ft-v0.6
VAE: madebyollin/sdxl-vae-fp16-fix

README.md

@@ -46,8 +46,8 @@ You may reuse the base model text encoder for inference.
 
 ## Training settings
 
-- Training epochs: 5
-- Training steps: 10500
+- Training epochs: 6
+- Training steps: 11500
 - Learning rate: 1e-06
 - Effective batch size: 16
   - Micro-batch size: 16
@@ -73,7 +73,7 @@ You may reuse the base model text encoder for inference.
 ### movieposters
 - Repeats: 25
 - Total number of images: 192
-- Total number of aspect buckets: 3
+- Total number of aspect buckets: 2
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
@@ -96,16 +96,16 @@ You may reuse the base model text encoder for inference.
 - Crop aspect: None
 ### experimental
 - Repeats: 0
-- Total number of images: 2816
-- Total number of aspect buckets: 2
+- Total number of images: 2832
+- Total number of aspect buckets: 3
 - Resolution: 1.0 megapixels
 - Cropped: True
 - Crop style: random
 - Crop aspect: random
 ### ethnic
 - Repeats: 0
-- Total number of images: 1808
-- Total number of aspect buckets: 3
+- Total number of images: 1792
+- Total number of aspect buckets: 2
 - Resolution: 1.0 megapixels
 - Cropped: True
 - Crop style: random
@@ -121,14 +121,14 @@ You may reuse the base model text encoder for inference.
 ### cinemamix-1mp
 - Repeats: 0
 - Total number of images: 7376
-- Total number of aspect buckets: 5
+- Total number of aspect buckets: 3
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
 - Crop aspect: None
 ### nsfw-1024
 - Repeats: 0
-- Total number of images: 2240
+- Total number of images: 2224
 - Total number of aspect buckets: 3
 - Resolution: 1.0 megapixels
 - Cropped: True

optimizer.bin

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training_state.json

@@ -1 +1 @@
-{"global_step": 10500, "epoch_step": 10500, "epoch": 6, "exhausted_backends": ["celebrities", "gay", "moviecollection", "ethnic", "nsfw-1024", "movieposters"], "repeats": {"movieposters": 0, "celebrities": 0, "normalnudes": 4, "moviecollection": 0, "gay": 0, "ethnic": 0, "nsfw-1024": 0, "experimental": 0, "cinemamix-1mp": 0}}
+{"global_step": 11500, "epoch_step": 11500, "epoch": 7, "exhausted_backends": ["celebrities", "moviecollection", "gay"], "repeats": {"movieposters": 8, "celebrities": 0, "normalnudes": 1, "moviecollection": 0, "gay": 0, "ethnic": 0, "nsfw-1024": 0, "experimental": 0, "cinemamix-1mp": 0}}

transformer/config.json

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 {
   "_class_name": "PixArtTransformer2DModel",
   "_diffusers_version": "0.30.0.dev0",
-  "_name_or_path": "/notebooks/datasets/lite-models/checkpoint-10000",
+  "_name_or_path": "/notebooks/datasets/lite-models/checkpoint-11000",
   "activation_fn": "gelu-approximate",
   "attention_bias": true,
   "attention_head_dim": 72,

transformer/diffusion_pytorch_model.safetensors

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 size 1816969728