awoo

Signed-off-by: Balazs Horvath <[email protected]>

ponyxl_loras/magic-v1e200.safetensors → batch_testing/batch1-lr1e-4_gradacc1/lode-batch1-lr1e-4_gradacc1.safetensors

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batch_testing/batch1-lr1e-4_gradacc12/lode-batch1-lr1e-4_gradacc12.safetensors

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batch_testing/batch8_lr1e-4_gradacc12/lode-batch8_lr1e-4_gradacc12.safetensors

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dataset_tools/Rename images and captions to MD5.ipynb

@@ -55,7 +55,7 @@
     "                # Rename image file\n",
     "                os.rename(file_path, os.path.join(root, new_file_name))\n",
     "                # Rename accompanying text files\n",
-    "                for ext in ('.txt', '.caption', '.tags'):\n",
+    "                for ext in ('.txt', '.caption', '.tags', '.pony', '.seaart'):\n",
     "                    txt_file = os.path.join(root, file_name + ext)\n",
     "                    if os.path.exists(txt_file):\n",
     "                        new_txt_file = os.path.join(root, new_file_name.replace(file_ext.lower(), '') + ext)\n",

ponyxl_loras/lodestone-v1e400.safetensors

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ponyxl_loras/magic-v1e200.json

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-{
-  "ss_network_dropout": 0.0,
-  "ss_enable_bucket": true,
-  "ss_reg_dataset_dirs": {},
-  "ss_huber_schedule": "snr",
-  "ss_caption_tag_dropout_rate": 0.0,
-  "ss_caption_dropout_every_n_epochs": 0,
-  "ss_face_crop_aug_range": "None",
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-  "ss_loss_type": "l2",
-  "modelspec.resolution": "512x512",
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-  "ss_lr_scheduler": "cosine",
-  "ss_training_finished_at": "2024-05-05 19:45:14.061356",
-  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
-  "ss_max_train_steps": 400,
-  "ss_ip_noise_gamma": null,
-  "ss_max_grad_norm": 1.0,
-  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
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-  "ss_epoch": 200,
-  "ss_steps": 200,
-  "sshs_legacy_hash": "7fae3bda",
-  "ss_network_module": "lycoris.kohya",
-  "ss_full_fp16": true,
-  "ss_scale_weight_norms": 1.0,
-  "ss_adaptive_noise_scale": null,
-  "ss_sd_model_hash": "IsADirectory",
-  "ss_multires_noise_iterations": 10.0,
-  "ss_base_model_version": "sdxl_base_v1-0",
-  "ss_lowram": true,
-  "ss_bucket_no_upscale": true,
-  "ss_noise_offset_random_strength": "False",
-  "ss_text_encoder_lr": 0.0001,
-  "ss_training_comment": "None",
-  "ss_max_bucket_reso": 1024,
-  "ss_optimizer": "torch.optim.adamw.AdamW",
-  "ss_dataset_dirs": {
-    "1_magic": {
-      "n_repeats": 1,
-      "img_count": 21
-    }
-  },
-  "ss_seed": 588639495,
-  "ss_network_args": {
-    "preset": "full",
-    "conv_dim": "256",
-    "conv_alpha": "4",
-    "use_tucker": "False",
-    "use_scalar": "False",
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-    "algo": "locon",
-    "dora_wd": "False",
-    "train_norm": "False",
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-  "ss_num_epochs": 400,
-  "ss_sd_model_name": "",
-  "ss_min_bucket_reso": 256,
-  "ss_ip_noise_gamma_random_strength": "False",
-  "ss_multires_noise_discount": 0.1,
-  "ss_cache_latents": true,
-  "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99",
-  "ss_tag_frequency": {
-    "1_magic": {
-      "magic": 22,
-      "magic user": 14,
-      "rating_safe": 21,
-      "solo": 18,
-      "hair": 6,
-      "clothing": 12,
-      "clothed": 11,
-      "melee weapon": 4,
-      "long hair": 1,
-      "white hair": 1,
-      "humanoid": 5,
-      "elf": 1,
-      "male": 11,
-      "digital media \\(artwork\\)": 20,
-      "a captivating scene from a fantasy realm.": 1,
-      "an enigmatic character with long white hair and elf ears is seen wielding a white staff that glows with radiant light piercing the surrounding darkness and casting magic with his other hand conjuring a magical energy that emanates an ethereal glow.": 1,
-      "the atmosphere is filled with dynamic energy with swirling lights and particles that add to the mystical quality of the scene.": 1,
-      "the image is dominated by a palette of dark and mystical colors including various shades of green and blue.": 1,
-      "these colors create an ethereal and magical atmosphere enhancing the fantastical theme of the image.": 1,
-      "the character dressed in dark robe with green accents stands out against this backdrop their attire appearing to flutter as if caught in a gust of wind.": 1,
-      "the art style is dramatic and fantastical characterized by the dynamic depiction of the character in motion amidst swirling energies.": 1,
-      "human": 5,
-      "outside": 14,
-      "detailed background": 14,
-      "hood": 1,
-      "cloak": 3,
-      "standing": 2,
-      "sky": 4,
-      "5 fingers": 3,
-      "night": 2,
-      "lantern": 1,
-      "glowing": 9,
-      "a dramatic and intense scene set in a dark mountainous landscape.": 1,
-      "at the center a cloaked figure adorned in intricate armor stands exuding an aura of power and mystery.": 1,
-      "surrounding the figure are glowing orbs of various sizes casting an eerie glow on the jagged rocks and the enveloping mist.": 1,
-      "the orbs illuminate the scene creating an atmosphere of otherworldly danger and intrigue.": 1,
-      "the overall mood is intense and ominous with the dark color palette punctuated by the luminescence of the orbs.": 1,
-      "the image is characterized by a palette dominated by dark and intense colors primarily shades of black; grey and red.": 1,
-      "these colors contribute to the ominous and mystical atmosphere of the scene.": 2,
-      "the glowing orbs add a contrasting element with their luminescence illuminating the otherwise dark environment.": 1,
-      "the art style is fantastical and dramatic effectively capturing the essence of a mystical realm.": 1,
-      "the central figure cloaked and adorned with intricate designs exudes a sense of power and magic.": 1,
-      "text": 18,
-      "weapon": 9,
-      "armor": 8,
-      "group": 3,
-      "spear": 1,
-      "sword": 2,
-      "book": 1,
-      "water": 4,
-      "a dramatic and intense scene set in a chaotic battlefield.": 1,
-      "at the center a dark warrior adorned in intricate armor is seen amidst ethereal green flames and smoke suggesting a supernatural element.": 1,
-      "the warrior appears to be in the midst of combat wielding weapons against ghostly figures emerging from the flames.": 1,
-      "other skeletal warriors are present in the background adding to the chaos.": 1,
-      "the overall tone of the image is dark and foreboding with elements of fantasy and the supernatural creating an atmosphere of danger and intrigue.": 1,
-      "the overall palette of dark and moody colors is dominated primarily by shades of black; grey and green.": 1,
-      "the ethereal green soul energy swirling around the central figure and other warriors illuminate them amidst the dark backdrop adding a contrasting element to the image.": 1,
-      "blood": 1,
-      "undead": 2,
-      "teeth": 6,
-      "glowing eyes": 3,
-      "monster": 1,
-      "a mystical and eerie scene within an ancient stone corridor that is partially submerged in water.": 1,
-      "a skeletal lich stands prominently in the foreground casting a dark spell over a floating magical glowing weapon.": 1,
-      "the architecture is grand and gothic with towering columns and intricate designs that add to the enigmatic atmosphere.": 1,
-      "the setting is an ancient stone corridor submerged in water.": 1,
-      "gothic architectural elements are visible: tall columns and arches with intricate designs.": 1,
-      "the atmosphere is eerie due to the misty environment and cool color tones.": 1,
-      "there’s an element of fantasy evident from the character’s attire and weapon.": 1,
-      "the overall color scheme of this artwork is dominated by cool tones of blues and greens creating a haunting and ethereal ambiance.": 1,
-      "the art style leans towards dark fantasy with realistic rendering of textures like stone and water combined with fantastical elements such as the character’s armor and weapon.": 1,
-      "signature": 8,
-      "tree": 5,
-      "forest": 5,
-      "muscular": 2,
-      "plant": 6,
-      "holding object": 6,
-      "muscular male": 2,
-      "holding weapon": 3,
-      "bow \\(weapon\\)": 1,
-      "a character clad in intricately detailed armor draws an arrow imbued with bright yellowish-green energy amidst an enchanting forest illuminated by piercing sunbeams.": 1,
-      ". various shades of green dominate this realistic yet fantastical artwork; they paint a lush backdrop that contrasts and complements the mystical glow of the magical arrow.": 1,
-      "the art style is realistic with a fantastical element characterized by intricate detailing on the character’s armor and a captivating interplay of light and shadow that brings depth to the scene.": 1,
-      "it appears to be digital artwork with a stylized presentation.": 1,
-      "the character is surrounded by an enchanting forest setting where sunlight pierces through creating illuminating beams.": 1,
-      "there’s intricate detailing on their armor which adds to their formidable appearance.": 1,
-      "fire": 3,
-      "trio": 1,
-      "destruction": 1,
-      "fingers": 3,
-      "a skeletal warrior in dark armor emerges dynamically from an explosion of bright yellow flames with a floating flaming sword next to it.": 1,
-      "the background reveals towering structures against a stormy sky contributing to the ominous atmosphere.": 1,
-      "the color palette is dominated by dark tones contrasted starkly by the bright yellow and orange of the flames.": 1,
-      "the painterly art style characterized by expressive brush strokes conveys a sense of movement and energy enhancing the epic nature of the scene.": 1,
-      "multi head": 2,
-      "feral": 6,
-      "horn": 5,
-      "3 heads": 1,
-      "mammal": 2,
-      "open mouth": 3,
-      "hooves": 1,
-      "fur": 2,
-      "antlers": 1,
-      "a three-headed mythical creature stands prominently in the foreground each head expressing a ferocious demeanor.": 1,
-      "adorned with glowing green mystical symbols against its dark brown body the creature’s robust and muscular form is set against the backdrop of an enigmatic forest.": 1,
-      "the color palette dominated by deep greens; blue and browns creates an atmosphere of mystery and ancient magic.": 1,
-      "the art style detailed and reminiscent of fantasy illustrations focuses on creating mood through color and shadow enhancing the sense of awe and terror instilled by the creature’s menacing teeth and horns.": 1,
-      "anthro": 3,
-      "lion": 1,
-      "brown hair": 2,
-      "staff": 2,
-      "muscular anthro": 1,
-      "mane": 1,
-      "an anthropomorphic lion is captured mid-motion against an enigmatic dark green backdrop.": 1,
-      "the lion holding a wooden staff is dressed in traditional attire and adorned with bracelets wields magical energy that swirls around their hands glowing with intensity.": 1,
-      "the deep greens and browns of the color palette create an atmosphere of mystery and ancient magic.": 1,
-      "the art style detailed and reminiscent of fantasy illustrations enhances this mood through the use of color and shadow.": 1,
-      "dragon": 4,
-      "moon": 1,
-      "a menacing ethereal dragon made of green glowing mist emerges from the dark surroundings.": 1,
-      "its gaping maw reveals sharp teeth as it roars into the night under the pale light of the full moon that illuminates the rocky terrain below.": 1,
-      "the color scheme dominated by dark and moody tones contrasts with the green glow of the dragon.": 1,
-      "the fantastical and painterly art style characterized by visible brush strokes enhances the mood and depth of the scene creating a captivating piece of art.": 1,
-      "female": 2,
-      "blue eyes": 2,
-      "bottomwear": 1,
-      "pants": 1,
-      "footwear": 1,
-      "headgear": 1,
-      "topwear": 1,
-      "a dynamic scene where a character is in the midst of an intense battle.": 1,
-      "the character is adorned in detailed armor and wields a mystical scythe that emits a powerful energy.": 1,
-      "the swirling energies of blue and orange create a dramatic contrast illuminating the fierce expression and determined stance of the warrior amidst the chaos of battle.": 1,
-      "the art style is characterized by its vivid colors and intricate details bringing the scene to life with an intense energy.": 1,
-      "the swirling blue and orange energies are rendered with a luminous quality creating a stark contrast that highlights the central figure.": 1,
-      "every element from the character’s armor to the surrounding environment is depicted with meticulous detail imbuing the scene with realism while maintaining its fantastical elements.": 1,
-      "facial hair": 1,
-      "beard": 1,
-      "blonde hair": 1,
-      "electricity": 2,
-      "lightning": 2,
-      "belt": 1,
-      "a character in a dynamic pose wielding a staff that emits a vibrant red electric energy.": 1,
-      "this energy forms intricate patterns casting an illuminating glow on the surrounding atmosphere.": 1,
-      "the character is adorned in a detailed costume with a red and green tunic and a brown belt with pouches attached.": 1,
-      "in terms of color and art style the image is rich and intense.": 1,
-      "dominant hues of reds create an aura of power and mystery.": 1,
-      "the style is reminiscent of digital painting techniques often seen in modern fantasy artwork or concept art for games or movies.": 1,
-      "wings": 4,
-      "scythe": 1,
-      "feathers": 1,
-      "a warrior adorned in intricate armor standing amidst a turbulent atmosphere of swirling energy.": 1,
-      "the warrior wields a large curved scythe and their stance is dynamic and powerful suggesting an impending confrontation or the aftermath of a battle.": 1,
-      "dominated by dark and intense hues of greens; blacks and golds creating an aura of mystique and danger.": 1,
-      "the style is reminiscent of epic fantasy illustrations with detailed character design and dramatic lighting that accentuates the ethereal background.": 1,
-      "day": 2,
-      "vines": 1,
-      "grass": 2,
-      "a mystical forest shrouded in mist where a creature made of intertwined branches and roots stands its arms outstretched as if casting a spell.": 1,
-      "this creature is surrounded by gnarled trees and ethereal green lights weave around it illuminating the dark woods with an otherworldly glow.": 1,
-      "the muted tones of grey and brown along with the epic fantasy illustration style create an eerie yet enchanting atmosphere.": 1,
-      "mountain": 1,
-      "landscape": 1,
-      "a group of spell casters in a desert landscape marked by towering rock formations and dunes.": 1,
-      "they surround a solitary tree their hands raised channeling vibrant green energy that breathes life into both the tree and the ground.": 1,
-      "this radiant green sharply contrasts the warm tones of brown and beige that dominate the landscape.": 1,
-      "the painterly style detailed rendering and dramatic use of light create depth and texture capturing an ethereal magical moment.": 1,
-      "membranous wings": 3,
-      "membrane \\(anatomy\\)": 2,
-      "claws": 1,
-      "scales": 3,
-      "western dragon": 2,
-      "scalie": 3,
-      "tail": 1,
-      "a majestic dragon with its wings spread amidst a dramatic scene where purple meteor-like objects are falling from the sky.": 1,
-      "the dragon’s intricately detailed scales and the aura of power and mystery it exudes are highlighted by a bright light source from behind.": 1,
-      "the dark tones are punctuated by vibrant purples and yellows along with the dynamic and dramatic composition create a visually striking contrast and add to the intensity of the scene.": 1,
-      "breath powers": 1,
-      "fire breathing": 1,
-      "fire manipulation": 1,
-      "lava": 1,
-      "elemental manipulation": 1,
-      "a formidable dragon with its wings spread breathing fire towards the rocky ground where a warrior stands.": 1,
-      "the warrior engulfed in the bright light of the flames appears determined despite being small in comparison to the dragon.": 1,
-      "the fiery oranges and reds dominate illuminating the dark outlines of the dragon and rocks and conveying a sense of heat and danger.": 1,
-      "the highly detailed and realistic style captures intricate details of the dragon’s scales and the rocky terrain with a dynamic interplay of light and shadow adding depth to the scene.": 1,
-      "underwater": 1,
-      "marine": 1,
-      "bubble": 1,
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-      "swimming": 1,
-      "a massive mythical sea creature adorned with intricate designs and glowing elements swimming through the deep ocean.": 1,
-      "schools of small fish illuminate the sense of scale and grandeur while the ocean floor scattered with rocks and remnants of a shipwreck adds depth to the scene.": 1,
-      "the dramatic interplay of light and shadow along with the dark blue and green tones creates an enigmatic underwater atmosphere.": 1,
-      "the luminescent green accents on the creature contrast against the darker background adding a mystical aura to the scene.": 1,
-      "cape": 2,
-      "cloud": 1,
-      "a dramatic scene of a battle unfolding before a grand platform where an enigmatic winged dragon stands.": 1,
-      "soldiers in the foreground clash amidst the chaos of war their dark silhouettes set against the radiant hues of purples and blues emanating from the mystical energies above.": 1,
-      "the dynamic composition; contrasting colors; detailed rendering of figures and ethereal lighting effects all contribute to a fantastical otherworldly atmosphere filled with movement and intensity.": 1,
-      "hydra": 1,
-      "tongue": 1,
-      "reptile": 1,
-      "tongue out": 1,
-      "green scales": 1,
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-      "a menacing multi-headed hydra with each head exhibiting a fierce expression set in a dark and ominous forest.": 1,
-      "the creature’s green scales and the eerie green glow emanating from within its body where it's heads were chopped off contrast sharply with its red spikes and fins.": 1,
-      "the dramatic lighting; detailed textures and a realistic yet fantastical rendering of the art style along with the color scheme dominated by dark greens; blacks and grays with pops of red and bright green add intensity to the scene.": 1,
-      "bone": 2,
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-      "a mystical figure adorned in dark armor with intricate designs standing before a stone altar emanating a powerful purple energy.": 1,
-      "the figure holds up a glowing skull floating above one of its hand with magic and casts an enigmatic spell with the other.": 1,
-      "the atmosphere charged with magical energy illuminates the dark surroundings and casts eerie shadows.": 1,
-      "the dramatic lighting detailed textures and a realistic yet fantastical rendering along with the color scheme dominated by deep purples and blacks create a mysterious and ominous atmosphere.": 1,
-      "rock": 1,
-      "holding sword": 1,
-      "a man standing triumphantly atop a mound of defeated foes wielding a magical glowing sword.": 1,
-      "the scene dramatic and intense captures a moment of victory amidst chaos.": 1,
-      "the realistic yet dramatic flair of the art style; the ethereal glow around the central figure and the rich browns and golden hues of the color palette create an otherworldly warmth.": 1,
-      "this warmth contrasts starkly against the cold light of the sword and the dark attire of the victorious warrior highlighting their dominance in the scene.": 1
-    }
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-  "modelspec.title": "magic",
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-  "filename": "magic-v1e200.safetensors"
-}