Trained for 9 epochs and 17500 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

@@ -47,7 +47,7 @@ You may reuse the base model text encoder for inference.
 ## Training settings
 
 - Training epochs: 9
-- Training steps: 16500
+- Training steps: 17500
 - 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: 2
+- Total number of aspect buckets: 7
 - 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: 2
+- Total number of aspect buckets: 3
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
@@ -89,7 +89,7 @@ You may reuse the base model text encoder for inference.
 ### moviecollection
 - Repeats: 0
 - Total number of images: 1728
-- Total number of aspect buckets: 4
+- Total number of aspect buckets: 16
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
@@ -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: 2
+- Total number of aspect buckets: 6
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
@@ -121,7 +121,7 @@ You may reuse the base model text encoder for inference.
 ### cinemamix-1mp
 - Repeats: 0
 - Total number of images: 7376
-- Total number of aspect buckets: 4
+- Total number of aspect buckets: 5
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None
@@ -129,7 +129,7 @@ You may reuse the base model text encoder for inference.
 ### nsfw-1024
 - Repeats: 0
 - Total number of images: 2224
-- Total number of aspect buckets: 3
+- Total number of aspect buckets: 2
 - Resolution: 1.0 megapixels
 - Cropped: True
 - Crop style: random

optimizer.bin

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training_state.json

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-{"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}}
+{"global_step": 17500, "epoch_step": 17500, "epoch": 10, "exhausted_backends": ["celebrities", "gay", "moviecollection", "ethnic"], "repeats": {"movieposters": 20, "celebrities": 0, "normalnudes": 3, "moviecollection": 0, "gay": 0, "ethnic": 0, "nsfw-1024": 0, "experimental": 0, "cinemamix-1mp": 0}}

transformer/config.json

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 {
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   "_diffusers_version": "0.30.0.dev0",
-  "_name_or_path": "/notebooks/datasets/lite-models/checkpoint-16000",
+  "_name_or_path": "/notebooks/datasets/lite-models/checkpoint-17000",
   "activation_fn": "gelu-approximate",
   "attention_bias": true,
   "attention_head_dim": 72,

transformer/diffusion_pytorch_model.safetensors

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