Trained for 10 epochs and 19500 steps.

Trained with datasets ['text-embeds-sdxl-nofilter', 'photo-concept-bucket']
Learning rate 4e-07, batch size 32, and 2 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-v2
VAE: madebyollin/sdxl-vae-fp16-fix

README.md

@@ -9,967 +9,7 @@ tags:
   - full
 
 inference: true
-widget:
-- text: 'Alien planet, strange rock formations, glowing plants, bizarre creatures, surreal atmosphere'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_0_0.png
-- text: 'Alien marketplace, bizarre creatures, exotic goods, vibrant colors, otherworldly atmosphere'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_1_1.png
-- text: 'Child holding a balloon, happy expression, colorful balloons, sunny day, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_2_2.png
-- text: 'a 4-panel comic strip showing an orange cat saying the words ''HELP'' and ''LASAGNA'''
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_3_0.png
-- text: 'a hand is holding a comic book with a cover that reads ''The Adventures of Superhero'''
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_4_1.png
-- text: 'Underground cave filled with crystals, glowing lights, reflective surfaces, fantasy environment, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_5_2.png
-- text: 'Bustling cyberpunk bazaar, vendors, neon signs, advanced tech, crowded, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_6_0.png
-- text: 'Cyberpunk hacker in a dark room, neon glow, multiple screens, intense focus, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_7_1.png
-- text: 'a cybernetic anne of green gables with neural implant and bio mech augmentations'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_8_2.png
-- text: 'Post-apocalyptic cityscape, ruined buildings, overgrown vegetation, dark and gritty, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_9_0.png
-- text: 'Magical castle in a lush forest, glowing windows, fantasy architecture, high resolution, detailed textures'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_10_1.png
-- text: 'Ruins of an ancient temple in an enchanted forest, glowing runes, mystical creatures, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_11_2.png
-- text: 'Mystical forest, glowing plants, fairies, magical creatures, fantasy art, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_12_0.png
-- text: 'Magical garden with glowing flowers, fairies, serene atmosphere, detailed plants, high resolution'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_13_1.png
-- text: 'Whimsical garden filled with fairies, magical plants, sparkling lights, serene atmosphere, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_14_2.png
-- text: 'Majestic dragon soaring through the sky, detailed scales, dynamic pose, fantasy art, high resolution'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_15_0.png
-- text: 'Fantasy world, floating islands in the sky, waterfalls, lush vegetation, detailed landscape, high resolution'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_16_1.png
-- text: 'Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_17_2.png
-- text: 'Space battle scene, starships fighting, laser beams, explosions, cosmic background'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_18_0.png
-- text: 'Abandoned fairground at night, eerie rides, ghostly figures, fog, dark atmosphere, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_19_1.png
-- text: 'Spooky haunted mansion on a hill, dark and eerie, glowing windows, ghostly atmosphere, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_20_2.png
-- text: 'a hardcover physics textbook that is called PHYSICS FOR DUMMIES'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_21_0.png
-- text: 'Epic medieval battle, knights in armor, dynamic action, detailed landscape, high resolution'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_22_1.png
-- text: 'Bustling medieval market with merchants, knights, and jesters, vibrant colors, detailed'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_23_2.png
-- text: 'Cozy medieval tavern, warm firelight, adventurers drinking, detailed interior, rustic atmosphere'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_24_0.png
-- text: 'Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_25_1.png
-- text: 'Forest with neon-lit trees, glowing plants, bioluminescence, surreal atmosphere, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_26_2.png
-- text: 'Bright neon sign in a busy city street, ''Open 24 Hours'', bold typography, glowing lights'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_27_0.png
-- text: 'Vibrant neon sign, ''Bar'', bold typography, dark background, glowing lights, detailed design'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_28_1.png
-- text: 'Pirate ship on the high seas, stormy weather, detailed sails, dramatic waves, photorealistic'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_29_2.png
-- text: 'Pirate discovering a treasure chest, detailed gold coins, tropical island, dramatic lighting'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_30_0.png
-- text: 'a photograph of a woman experiencing a psychedelic trip. trippy, 8k, uhd, fractal'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_31_1.png
-- text: 'Cozy cafe on a rainy day, people sipping coffee, warm lights, reflections on wet pavement, photorealistic'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_32_2.png
-- text: '1980s arcade, neon lights, vintage game machines, kids playing, vibrant colors, nostalgic atmosphere'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_33_0.png
-- text: '1980s game room with vintage arcade machines, neon lights, vibrant colors, nostalgic feel'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_34_1.png
-- text: 'Robot blacksmith forging metal, sparks flying, detailed workshop, futuristic and medieval blend'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_35_2.png
-- text: 'Sleek robot performing a dance, futuristic theater, holographic effects, detailed, high resolution'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_36_0.png
-- text: 'High-tech factory where robots are assembled, detailed machinery, futuristic setting, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_37_1.png
-- text: 'Garden tended by robots, mechanical plants, colorful flowers, futuristic setting, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_38_2.png
-- text: 'Cute robotic pet, futuristic home, sleek design, detailed features, friendly and animated'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_39_0.png
-- text: 'cctv trail camera night time security picture of a wendigo in the woods'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_40_1.png
-- text: 'Astronaut exploring an alien planet, detailed landscape, futuristic suit, cosmic background'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_41_2.png
-- text: 'Futuristic space station orbiting a distant exoplanet, sleek design, detailed structures, cosmic backdrop'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_42_0.png
-- text: 'a person holding a sign that reads ''SOON'''
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_43_1.png
-- text: 'Steampunk airship in the sky, intricate design, Victorian aesthetics, dynamic scene, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_44_2.png
-- text: 'Steampunk inventor in a workshop, intricate gadgets, Victorian attire, mechanical arm, goggles'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_45_0.png
-- text: 'Stormy ocean with towering waves, dramatic skies, detailed water, intense atmosphere, high resolution'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_46_1.png
-- text: 'Dramatic stormy sea, lighthouse in the distance, lightning striking, dark clouds, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_47_2.png
-- text: 'Graffiti artist creating a mural, vibrant colors, urban setting, dynamic action, high resolution'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_48_0.png
-- text: 'Urban alleyway filled with vibrant graffiti art, tags and murals, realistic textures'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_49_1.png
-- text: 'Urban street sign, ''Main Street'', bold typography, realistic textures, weathered look'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_50_2.png
-- text: 'Classic car show with vintage vehicles, vibrant colors, nostalgic atmosphere, high detail'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_51_0.png
-- text: 'Retro diner sign, ''Joe''s Diner'', classic 1950s design, neon lights, weathered look'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_52_1.png
-- text: 'Vintage store sign with elaborate typography, ''Antique Shop'', hand-painted, weathered look'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_53_2.png
-- text: 'a child wearing a pixar style wedding dress, in a play castle'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_54_0.png
-- text: 'a cartoon bear in red shorts playing basketball with a sponge'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_55_1.png
-- text: 'a superhero with a cape and a mask, fighting a dragon'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_56_2.png
-- text: 'a dramatic scene with intense lighting showcasing a man and a woman in a tense conversation'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_57_0.png
-- text: 'a group of people in a house, with a camera crew filming them'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_58_1.png
-- text: 'a person in a lab coat holding a microphone stands in a forest, talking about the ecosystem'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_59_2.png
-- text: 'a news anchor sitting at a desk, with a screen behind them showing a map of the world'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_60_0.png
-- text: 'a soccer player kicking a ball into a goal, with a crowd cheering'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_61_1.png
-- text: 'a man is holding a sign that says SOON'
-  parameters:
-    negative_prompt: ''''
-  output:
-    url: ./assets/image_62_2.png
-- text: 'a cute anime character named toast holding a sign that says SOON, sitting next to a red square on her left side, and a transparent sphere on her right side'
-  parameters:
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-    url: ./assets/image_63_0.png
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+
 ---
 
 # terminus-xl-velocity-training
@@ -992,7 +32,7 @@ a cute anime character named toast holding a sign that says SOON, sitting next t
 
 Note: The validation settings are not necessarily the same as the [training settings](#training-settings).
 
-You can find some example images in the following gallery:
+
 
 
 <Gallery />
@@ -1003,8 +43,8 @@ You may reuse the base model text encoder for inference.
 
 ## Training settings
 
-- Training epochs: 9
-- Training steps: 19000
+- Training epochs: 10
+- Training steps: 19500
 - Learning rate: 4e-07
 - Effective batch size: 512
   - Micro-batch size: 32
@@ -1033,7 +73,9 @@ You may reuse the base model text encoder for inference.
 
 
 ```python
-import torchfrom diffusers import DiffusionPipeline
+import torch
+from diffusers import DiffusionPipeline
+
 
 
 model_id = "terminus-xl-velocity-training"
@@ -1052,6 +94,6 @@ image = pipeline(
     guidance_scale=7.5,
     guidance_rescale=0.7,
 ).images[0]
-image.save(f"output.png", format="PNG")
+image.save("output.png", format="PNG")
 ```
 

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training_state.json

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+{"global_step": 19500, "epoch_step": 99, "epoch": 11, "exhausted_backends": [], "repeats": {"celebrities": 0, "pixel-art": 0, "movieposters": 0, "moviecollection": 0, "training-test": 0, "dalle3": 0, "photo-concept-bucket": 0}}

unet/config.json

@@ -1,7 +1,7 @@
 {
   "_class_name": "UNet2DConditionModel",
   "_diffusers_version": "0.29.0.dev0",
-  "_name_or_path": "/home/user/training/lite-models/checkpoint-18800",
+  "_name_or_path": "/home/user/training/lite-models/checkpoint-19000",
   "act_fn": "silu",
   "addition_embed_type": "text_time",
   "addition_embed_type_num_heads": 64,

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