Trained for 9 epochs and 16500 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: 8
-- Training steps: 15500
+- Training epochs: 9
+- Training steps: 16500
 - Learning rate: 1e-06
 - Effective batch size: 16
   - Micro-batch size: 16
@@ -65,7 +65,7 @@ You may reuse the base model text encoder for inference.
 ### celebrities
 - Repeats: 4
 - Total number of images: 208
-- Total number of aspect buckets: 7
+- Total number of aspect buckets: 2
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
@@ -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
@@ -81,7 +81,7 @@ You may reuse the base model text encoder for inference.
 ### normalnudes
 - Repeats: 5
 - Total number of images: 992
-- Total number of aspect buckets: 12
+- Total number of aspect buckets: 1
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
@@ -89,14 +89,14 @@ You may reuse the base model text encoder for inference.
 ### moviecollection
 - Repeats: 0
 - Total number of images: 1728
-- Total number of aspect buckets: 16
+- Total number of aspect buckets: 4
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
 - Crop aspect: None
 ### experimental
 - Repeats: 0
-- Total number of images: 2832
+- Total number of images: 2816
 - Total number of aspect buckets: 3
 - Resolution: 1.0 megapixels
 - Cropped: True
@@ -104,8 +104,8 @@ You may reuse the base model text encoder for inference.
 - Crop aspect: random
 ### ethnic
 - Repeats: 0
-- Total number of images: 1824
-- Total number of aspect buckets: 2
+- Total number of images: 1808
+- Total number of aspect buckets: 3
 - Resolution: 1.0 megapixels
 - Cropped: True
 - Crop style: random
@@ -113,7 +113,7 @@ You may reuse the base model text encoder for inference.
 ### gay
 - Repeats: 0
 - Total number of images: 768
-- Total number of aspect buckets: 6
+- Total number of aspect buckets: 2
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
@@ -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: 4
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
 - Crop aspect: None
 ### nsfw-1024
 - Repeats: 0
-- Total number of images: 2208
+- Total number of images: 2224
 - Total number of aspect buckets: 3
 - Resolution: 1.0 megapixels
 - Cropped: True

optimizer.bin

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scheduler.bin

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training_state.json

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-{"global_step": 15500, "epoch_step": 15500, "epoch": 9, "exhausted_backends": ["celebrities", "gay", "moviecollection"], "repeats": {"movieposters": 15, "celebrities": 0, "normalnudes": 3, "moviecollection": 0, "gay": 0, "ethnic": 0, "nsfw-1024": 0, "experimental": 0, "cinemamix-1mp": 0}}
+{"global_step": 16500, "epoch_step": 16501, "epoch": 10, "exhausted_backends": [], "repeats": {"movieposters": 4, "celebrities": 3, "normalnudes": 0, "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-15000",
+  "_name_or_path": "/notebooks/datasets/lite-models/checkpoint-16000",
   "activation_fn": "gelu-approximate",
   "attention_bias": true,
   "attention_head_dim": 72,

transformer/diffusion_pytorch_model.safetensors

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