Trained for 5 epochs and 6500 steps.

Trained with datasets ['text-embeds-pixart-nofilter', 'photo-concept-bucket']
Learning rate 1e-06, batch size 32, and 2 gradient accumulation steps.
Used DDPM noise scheduler for training with epsilon prediction type and rescaled_betas_zero_snr=False
Using 'trailing' timestep spacing.
Base model: PixArt-alpha/PixArt-Sigma-XL-2-1024-MS
VAE: madebyollin/sdxl-vae-fp16-fix

README.md

@@ -1005,8 +1005,8 @@ You may reuse the base model text encoder for inference.
 
 ## Training settings
 
-- Training epochs: 4
-- Training steps: 6000
+- Training epochs: 5
+- Training steps: 6500
 - Learning rate: 1e-06
 - Effective batch size: 512
   - Micro-batch size: 32
@@ -1024,7 +1024,7 @@ You may reuse the base model text encoder for inference.
 ### photo-concept-bucket
 - Repeats: 0
 - Total number of images: ~550912
-- Total number of aspect buckets: 2
+- Total number of aspect buckets: 3
 - Resolution: 1.0 megapixels
 - Cropped: False
 - Crop style: None

optimizer.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a83e6455cf1a121fafa5b1faa7e91b73e579fd401d6b48526e2a3751e4944f81
+oid sha256:5ad3965834a6526e758b833c4ee78502327219cef375057bf1ae4faa3acd5ce9
 size 3665677155

random_states_0.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5e73b98a3d8ee2b7aef6d6cbe2d379d46b97de0c9f5b49ed1704eb1188741134
-size 16164
+oid sha256:27b20523384276b767427a63a182510522a8c8eeee2d8d0f46f520fc61f300f3
+size 16100

scheduler.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:86f0f5ea0af7792b9e1932da1418b5468c1b1a5e968b535e8064fba4c7d22ae0
+oid sha256:811775b78ef12f6bb2c279b2d12c78ba09d065f4d220a180dcff8335349e53d4
 size 1000

training_state-photo-concept-bucket.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:59fc46d0e1b9e5493bbea60e19b076514a515e9fd7d2d8a274ffb796c86025e1
-size 8231528
+oid sha256:157d2981f8917d0cb46b82629f6c1f75f44698b7463793166ff81f3b01c788ab
+size 5701701

training_state.json

@@ -1 +1 @@
-{"global_step": 6000, "epoch_step": 891, "epoch": 5, "exhausted_backends": [], "repeats": {"photo-concept-bucket": 0}}
+{"global_step": 6500, "epoch_step": 315, "epoch": 6, "exhausted_backends": [], "repeats": {"photo-concept-bucket": 0}}

transformer/diffusion_pytorch_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:78f2fce43f92ad022686e50a761a7260d48cfe6b2528b6da6a87b5b9533e5d84
+oid sha256:bc1af4263f9cf7b53e03f1081e4b36d72f68358f10431b2ca8b2319bdc003bd4
 size 1221780352