metadata OwO

Signed-off-by: Balazs Horvath <acsipont@gmail.com>

tests/earbou-v1e400/earbou-v1e400.json

@@ -0,0 +1,188 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-15T17:54:25",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "earbou",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 28,
+        "resolution": [
+          672,
+          384
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.02777777777777768
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_celeste": {
+      "img_count": 6,
+      "n_repeats": 1
+    },
+    "1_earbou": {
+      "img_count": 22,
+      "n_repeats": 1
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 400,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 0,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "67ab2fd8ec439a89b3fedb15cc65f54336af163c7eb5e4f2acc98f090a29b0b3",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 2,
+  "ss_num_epochs": 400,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 28,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "earbou",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "e577480d",
+  "ss_sd_model_name": "p.safetensors",
+  "ss_sd_scripts_commit_hash": "5fe801a51066f8a83eec30047d6a47026bdcde27",
+  "ss_seed": 4016427658,
+  "ss_session_id": 4121701617,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_celeste": {
+      ". a green signpost and wooden ladder is on the left.": 1,
+      "a charming nighttime scene featuring a character with red hair and a brown backpack standing on a gray platform part of a bridge or walkway.": 1,
+      "a quaint; snow-laden cabin at night exuding warmth with smoke wafting from its chimney.": 1,
+      "a red-haired character stands on the right facing left towards the level’s path which includes spikes.": 1,
+      "a streetlamp bathes the area in light adding to the serene winter ambiance.": 1,
+      "a vibrant and dynamic video game scene from the game “celeste”.": 1,
+      "a vibrant pixel art scene from a platformer video game called “celeste” showcasing a cave-like environment with blue snowy and rocky platforms.": 1,
+      "a video game scene with a character sporting red hair on the left surrounded by platforms and walls some covered in snow and spikes.": 1,
+      "a waterfall cascades on the right and blocks with grass are scattered throughout.": 1,
+      "a yellow construction sign suggests caution in this cave-like setting illuminated by an unseen light source.": 1,
+      "celeste": 6,
+      "color-wise the artwork employs cool tones to convey the chill of the night with dark blues and blacks for the sky and light blues and whites for the snow reflecting the moon's glow.": 1,
+      "floating platforms with grass tops and dirt bottoms.": 1,
+      "it features a character with striking red hair dressed in a blue and brown outfit standing on a grassy surface next to a street lamp that casts a warm yellow glow.": 1,
+      "it features two characters one with red hair standing by standing by a plane crash to the right and one with brown skin and brown hair by a campfire on the right ready for interaction indicated by a ui element.": 1,
+      "muted purples and blues in the clouds blend with the sky yet stand out and the greens of the trees range from dark forest to olive bringing the forest to life.": 1,
+      "pixel art": 6,
+      "the aesthetic and design suggest a theme of exploration and adventure at high altitudes.": 1,
+      "the background layers include dark green pine trees and lighter green shrubbery creating a sense of depth.": 1,
+      "the cabin's dark windows and the streetlamp's light offer a cozy contrast while earthy browns ground the scene with a natural touch.": 1,
+      "the color palette of this pixel art is carefully chosen to convey the mood of the scene. dark black and greens dominate the background setting a serene yet mysterious atmosphere.": 1,
+      "the color palette of this pixel art is key to its mood.": 1,
+      "the detailed pixel art style creates an engaging and challenging game world for players to navigate.": 1,
+      "the grassy platforms’ brighter greens add life and contrast to the darker hues.": 1,
+      "the gray of the platforms is highlighted with white hinting at snow and the brown supports have darker accents giving a realistic wooden appearance.": 1,
+      "the image depicts a pixel art scene from an adventure platformer video game.": 1,
+      "the night sky is a canvas of stars and stylized clouds adding a dynamic element to the tranquil setting.": 1,
+      "the night sky is a deep black suggesting the time of night.": 1,
+      "the platforms are supported by brown wooden posts and the background is adorned with layers of pine trees in various shades of green creating depth.": 1,
+      "the protagonist’s red hair and blue attire provide a pop of color that draws the eye.": 1,
+      "the setting is a snowy mountainous terrain at night with stone and metal structures and dark caves in the background.": 1,
+      "the sky’s dark gradient while the white and blue stars sparkle against the dark expanse.": 1,
+      "the yellow light from the lamp introduces a touch of warmth while the white highlights mimic the reflection of moonlight or starlight on various surfaces enhancing the overall nocturnal ambiance of the artwork.": 1,
+      "this image is a good example of pixel art in modern gaming capturing the essence of a chilly mysterious adventure.": 1,
+      "two characters are visible on the porch both standing a tree stump holds an axe.": 1
+    },
+    "1_earbou": {
+      "a charming example of 2d pixel art from an rpg video game.": 1,
+      "a classic rpg video game scene from earthbound.": 1,
+      "a quaint pixelated town scene.": 1,
+      "a screenshot from a classic 16-bit super nintendo game called earthbound.": 1,
+      "a screenshot from a classic 2d rpg pixel art video game called earthbound.": 1,
+      "adjacent buildings and round-top trees add to the small-town charm.": 1,
+      "battle screen": 4,
+      "black border": 21,
+      "black border. it features a boy with black hair wearing blue and white striped pajamas and a police officer wearing sunglasses.": 1,
+      "cropped": 22,
+      "earbou": 22,
+      "four characters add life to the scene; one resting on the couch another standing by a table and a dog next to the boy with the red baseball cap.": 1,
+      "from the classic 16-bit rpg called earthbound.": 1,
+      "giant feet": 1,
+      "it features a character with black hair dressed in a blue and white striped pajamas inside a house.": 1,
+      "it features a pixelated bedroom in the night with a bed draped in a purple blanket; a lamp and two rolled-down windows.": 1,
+      "it features pixelated graphics typical of early gaming culture with a bedroom setting that includes a single bed; a desk; a table with a chair; a bookshelf and two rolled-down windows.": 1,
+      "it portrays a quaint room with pink walls and a wooden floor furnished with a small bed and a dresser and a table with two chairs.": 1,
+      "it showcases a cozy room setting with a small furniture pieces.": 1,
+      "pixel \\(artwork\\)": 22,
+      "pixel art": 22,
+      "platformer perspective": 7,
+      "set against a backdrop of cliffs and grassy areas.": 1,
+      "snapshot from a classic 2d  16-bit pixel art style video game called \"earthbound\".": 1,
+      "the central building is a three-story “hotel” with a welcoming entrance complemented by a bush and evenly spaced windows.": 1,
+      "the cool color palette of blues; greens and grays enhances the evening ambiance.": 1,
+      "the room’s decor includes a wall picture.": 1,
+      "there is a gift box in the bottom left corner.": 1,
+      "top-down perspective": 11,
+      "two characters are present; a blonde girl with a red dress and red ribbon and a boy with black hair and blue and white striped pajama.": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1718474065.516545,
+  "ss_training_started_at": 1718468776.1393812,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "00ce3aa7",
+  "sshs_model_hash": "891d2805879d67e25b57c55f14f8fade45b8a76b64cf94860af26ac22bcb695f"
+}

tests/earbou-v2e400/earbou-v2e400.json

@@ -0,0 +1,283 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-16T08:54:51",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "earbou",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 244,
+        "resolution": [
+          672,
+          384
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.03076787778280307
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_hld": {
+      "img_count": 68,
+      "n_repeats": 1
+    },
+    "2_earbou": {
+      "img_count": 22,
+      "n_repeats": 2
+    },
+    "2_owlboy": {
+      "img_count": 18,
+      "n_repeats": 2
+    },
+    "4_celeste": {
+      "img_count": 6,
+      "n_repeats": 4
+    },
+    "4_shokni": {
+      "img_count": 18,
+      "n_repeats": 4
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 134,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 0,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "67ab2fd8ec439a89b3fedb15cc65f54336af163c7eb5e4f2acc98f090a29b0b3",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 16,
+  "ss_num_epochs": 134,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 244,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "earbou",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "e577480d",
+  "ss_sd_model_name": "p.safetensors",
+  "ss_sd_scripts_commit_hash": "5fe801a51066f8a83eec30047d6a47026bdcde27",
+  "ss_seed": 4130087523,
+  "ss_session_id": 1541183492,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_hld": {
+      "a bright vertical beam of light stands out against the desolate terrain piercing the sky from the horizon.": 1,
+      "a pixelated landscape at twilight with a body of water reflecting light and dark landforms resembling cliffs.": 1,
+      "a symmetrical abstract design centered around a diamond shape": 1,
+      "a symmetrical abstract design centered around a diamond shape with intricate patterns and floating cube-like structures connected by thin lines forming a network of circuitry.": 1,
+      "above; a large intricate structure composed of geometric patterns floats in the sky emitting a bright light from its center giving it an otherworldly appearance.": 1,
+      "color-wise the artwork is steeped in dark tones with a deep blue and black background that starkly contrasts with the neon purples and pinks highlighting the geometric shapes and floating cubes.": 1,
+      "dog": 7,
+      "drifter": 57,
+      "glitch": 1,
+      "halo": 3,
+      "hld": 68,
+      "monster": 4,
+      "neon purple outlines the central diamond and accents the geometric patterns contrasting with the darker blues while white adds detail and brightness giving the design an electric vivid quality against the dark hues.": 1,
+      "pixel art": 68,
+      "pixel art scene where a large symmetrical structure with an advanced alien design floats in the night sky above an island.": 1,
+      "robot": 2,
+      "rust": 1,
+      "stars speckle the sky and distant clouds add to the ambiance of this mysterious and grand encounter between technology and nature.": 1,
+      "stylized pixel art of an extraterrestrial landscape with a minimalist aesthetic.": 1,
+      "surrounded by intricate geometric patterns and smaller cube-like structures that seem to float and connect via thin lines forming a network of circuitry.": 1,
+      "the background’s deep navy blue transitions into lighter shades towards the center where the brightest elements reside.": 1,
+      "the central beam of light is intensely white contrasting sharply with its surroundings.": 1,
+      "the color scheme consists of shades of purple; pink and blue creating a vibrant yet moody atmosphere.": 1,
+      "the color scheme is dominated by cool hues with the sky transitioning from a deep navy to a lighter blue.": 1,
+      "the composition conveys a digital; futuristic feel akin to circuit boards set against a dark backdrop that highlights the luminosity of the design elements.": 1,
+      "the floating structure is rendered in shades of purple and blue with bright white light emanating from it.": 1,
+      "the ground features greens and browns.": 1,
+      "the ground mirrors the sky’s colors displaying variations of pale pink; vivid coral and muted reds with white patches indicating light reflections.": 1,
+      "the image employs a warm palette with the sky transitioning from deep salmon pink to lighter shades near the horizon.": 1,
+      "the image is dominated by shades of blue and purple creating a vibrant and cool atmosphere.": 1,
+      "the land and water are rendered in darker shades of blue and black with hints of purple providing a sharp contrast to the luminous colors above.": 1,
+      "the overall composition exudes a technological and futuristic vibe representing electronic components and elements of a digital system.": 1,
+      "the scene is devoid of life featuring flat ground and distant elevated landforms of mountains and hills.": 1,
+      "the sky transitions from deep indigo to violet and magenta while the structure glows with hues of pink and lighter purple.": 1,
+      "the structure glows intensely casting beams of light that illuminate the island and reflect off the surrounding waters.": 1,
+      "these bright accents focus the viewer’s attention on the center and infuse the image with a dynamic energy.": 1,
+      "this retro art style is paired with a futuristic theme creating a striking contrast between the nostalgic and the speculative.": 1
+    },
+    "2_earbou": {
+      "a charming example of 2d pixel art from an rpg video game.": 1,
+      "a classic rpg video game scene from earthbound.": 1,
+      "a quaint pixelated town scene.": 1,
+      "a screenshot from a classic 16-bit super nintendo game called earthbound.": 1,
+      "a screenshot from a classic 2d rpg pixel art video game called earthbound.": 1,
+      "adjacent buildings and round-top trees add to the small-town charm.": 1,
+      "battle screen": 4,
+      "black border": 21,
+      "black border. it features a boy with black hair wearing blue and white striped pajamas and a police officer wearing sunglasses.": 1,
+      "cropped": 22,
+      "earbou": 22,
+      "four characters add life to the scene; one resting on the couch another standing by a table and a dog next to the boy with the red baseball cap.": 1,
+      "from the classic 16-bit rpg called earthbound.": 1,
+      "giant feet": 1,
+      "it features a character with black hair dressed in a blue and white striped pajamas inside a house.": 1,
+      "it features a pixelated bedroom in the night with a bed draped in a purple blanket; a lamp and two rolled-down windows.": 1,
+      "it features pixelated graphics typical of early gaming culture with a bedroom setting that includes a single bed; a desk; a table with a chair; a bookshelf and two rolled-down windows.": 1,
+      "it portrays a quaint room with pink walls and a wooden floor furnished with a small bed and a dresser and a table with two chairs.": 1,
+      "it showcases a cozy room setting with a small furniture pieces.": 1,
+      "pixel \\(artwork\\)": 22,
+      "pixel art": 22,
+      "platformer perspective": 7,
+      "set against a backdrop of cliffs and grassy areas.": 1,
+      "snapshot from a classic 2d  16-bit pixel art style video game called \"earthbound\".": 1,
+      "the central building is a three-story “hotel” with a welcoming entrance complemented by a bush and evenly spaced windows.": 1,
+      "the cool color palette of blues; greens and grays enhances the evening ambiance.": 1,
+      "the room’s decor includes a wall picture.": 1,
+      "there is a gift box in the bottom left corner.": 1,
+      "top-down perspective": 11,
+      "two characters are present; a blonde girl with a red dress and red ribbon and a boy with black hair and blue and white striped pajama.": 1
+    },
+    "2_owlboy": {
+      "a large tree whose roots and trunk form a complex structure supporting a floating island with lush greenery and smaller trees.": 1,
+      "a tranquil natural setting with two grassy platforms and towering rock formations in the background creating a sense of depth.": 1,
+      "a vibrant pixel art scene from a video game that depicts two characters standing on a stony grass platform in a lush environment.": 1,
+      "a video game scene with an overcast sky and a green landscape where two characters stand ready for action near a cauldron.": 1,
+      "an owl-like creature stands on the left platform while a taller owl-like figure is on the right both adding life to the serene landscape.": 1,
+      "barren trees add to the natural but slightly desolate atmosphere.": 1,
+      "behind them is a large green structure that resembles a cannon with metallic accents.": 1,
+      "black background": 2,
+      "earthy browns and grays are used for the stone platform and green for the large tree that goes up in the sky while brown is for the smaller tree's trunk and wooden railing around the platform with highlights.": 1,
+      "gui": 4,
+      "icons": 1,
+      "in terms of colors the image uses a rich palette: the clouds are various shades of gray; the grass and flowers are vibrant greens with pops of white and orange and the characters are dressed in brown and beige with red noses.": 1,
+      "interior": 2,
+      "letterbox": 9,
+      "mouse cursor": 4,
+      "ollboi": 18,
+      "one character appears to be speaking suggesting an element of storytelling.": 1,
+      "overall": 1,
+      "pixel \\(artwork\\)": 18,
+      "pixel art": 18,
+      "simple background": 2,
+      "speech bubble": 3,
+      "text": 2,
+      "the capsule-like structure shares the green hues of the trees but also includes grey metallic tones reflecting its artificial nature.": 1,
+      "the color palette is varied and lively.": 1,
+      "the color scheme is a harmonious blend of greens; grays and whites with the creatures in earthy browns and tans.": 1,
+      "the colors contribute to the adventurous vibe of the scene.": 1,
+      "the cursor’s standard white and blue design stands out against the detailed pixel art adding a layer of interactivity to the scene.": 1,
+      "the greens of the grass contrast with the grays of the rocks while the white tones in the sky and mist add an ethereal quality to the scene.": 1,
+      "the mouse cursor visible above one character’s head suggests interaction on a computer screen.": 1,
+      "the overall palette evokes a peaceful and otherworldly atmosphere.": 1,
+      "the rock formations below are in lighter grays blending into the fog at their bases contributing to the fantastical atmosphere of the scene. the image employs a soft naturalistic palette that enhances the fantasy element.": 1,
+      "the sky is a gradient of blues creating depth and is dotted with fluffy white clouds.": 1,
+      "the sky is a mix of light blue to white while the tree and island feature vibrant greens and grayish-brown adding depth and texture.": 1,
+      "the sky's light blue hues and white create a calm backdrop;": 1,
+      "the text in the image reads: “maybe we should take that trip to advent today!” further hinting at an adventure.": 1,
+      "the vegetation is a mix of bright lime greens and deeper forest greens giving the scene a lifelike feel.": 1
+    },
+    "4_celeste": {
+      ". a green signpost and wooden ladder is on the left.": 1,
+      "a charming nighttime scene featuring a character with red hair and a brown backpack standing on a gray platform part of a bridge or walkway.": 1,
+      "a quaint; snow-laden cabin at night exuding warmth with smoke wafting from its chimney.": 1,
+      "a red-haired character stands on the right facing left towards the level’s path which includes spikes.": 1,
+      "a streetlamp bathes the area in light adding to the serene winter ambiance.": 1,
+      "a vibrant and dynamic video game scene from the game “celeste”.": 1,
+      "a vibrant pixel art scene from a platformer video game called “celeste” showcasing a cave-like environment with blue snowy and rocky platforms.": 1,
+      "a video game scene with a character sporting red hair on the left surrounded by platforms and walls some covered in snow and spikes.": 1,
+      "a waterfall cascades on the right and blocks with grass are scattered throughout.": 1,
+      "a yellow construction sign suggests caution in this cave-like setting illuminated by an unseen light source.": 1,
+      "celeste": 6,
+      "color-wise the artwork employs cool tones to convey the chill of the night with dark blues and blacks for the sky and light blues and whites for the snow reflecting the moon's glow.": 1,
+      "floating platforms with grass tops and dirt bottoms.": 1,
+      "it features a character with striking red hair dressed in a blue and brown outfit standing on a grassy surface next to a street lamp that casts a warm yellow glow.": 1,
+      "it features two characters one with red hair standing by standing by a plane crash to the right and one with brown skin and brown hair by a campfire on the right ready for interaction indicated by a ui element.": 1,
+      "muted purples and blues in the clouds blend with the sky yet stand out and the greens of the trees range from dark forest to olive bringing the forest to life.": 1,
+      "pixel art": 6,
+      "the aesthetic and design suggest a theme of exploration and adventure at high altitudes.": 1,
+      "the background layers include dark green pine trees and lighter green shrubbery creating a sense of depth.": 1,
+      "the cabin's dark windows and the streetlamp's light offer a cozy contrast while earthy browns ground the scene with a natural touch.": 1,
+      "the color palette of this pixel art is carefully chosen to convey the mood of the scene. dark black and greens dominate the background setting a serene yet mysterious atmosphere.": 1,
+      "the color palette of this pixel art is key to its mood.": 1,
+      "the detailed pixel art style creates an engaging and challenging game world for players to navigate.": 1,
+      "the grassy platforms’ brighter greens add life and contrast to the darker hues.": 1,
+      "the gray of the platforms is highlighted with white hinting at snow and the brown supports have darker accents giving a realistic wooden appearance.": 1,
+      "the image depicts a pixel art scene from an adventure platformer video game.": 1,
+      "the night sky is a canvas of stars and stylized clouds adding a dynamic element to the tranquil setting.": 1,
+      "the night sky is a deep black suggesting the time of night.": 1,
+      "the platforms are supported by brown wooden posts and the background is adorned with layers of pine trees in various shades of green creating depth.": 1,
+      "the protagonist’s red hair and blue attire provide a pop of color that draws the eye.": 1,
+      "the setting is a snowy mountainous terrain at night with stone and metal structures and dark caves in the background.": 1,
+      "the sky’s dark gradient while the white and blue stars sparkle against the dark expanse.": 1,
+      "the yellow light from the lamp introduces a touch of warmth while the white highlights mimic the reflection of moonlight or starlight on various surfaces enhancing the overall nocturnal ambiance of the artwork.": 1,
+      "this image is a good example of pixel art in modern gaming capturing the essence of a chilly mysterious adventure.": 1,
+      "two characters are visible on the porch both standing a tree stump holds an axe.": 1
+    },
+    "4_shokni": {
+      "pixel \\(artwork\\)": 18,
+      "pixel art": 18,
+      "shokni": 18
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1718528091.346982,
+  "ss_training_started_at": 1718513029.2997265,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "f1f7c638",
+  "sshs_model_hash": "53bdbfaf48630543238fcfbe74cf5b1b43963ea695b3f06b567a2917adf248e5"
+}

tests/earbou-v3e267/earbou-v3e267.json

@@ -0,0 +1,283 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-16T21:15:33",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "earbou",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 244,
+        "resolution": [
+          672,
+          384
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.03076787778280307
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_hld": {
+      "img_count": 68,
+      "n_repeats": 1
+    },
+    "2_earbou": {
+      "img_count": 22,
+      "n_repeats": 2
+    },
+    "2_owlboy": {
+      "img_count": 18,
+      "n_repeats": 2
+    },
+    "4_celeste": {
+      "img_count": 6,
+      "n_repeats": 4
+    },
+    "4_shokni": {
+      "img_count": 18,
+      "n_repeats": 4
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 267,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 0,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 800,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "67ab2fd8ec439a89b3fedb15cc65f54336af163c7eb5e4f2acc98f090a29b0b3",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 16,
+  "ss_num_epochs": 267,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 244,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "earbou",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "e577480d",
+  "ss_sd_model_name": "p.safetensors",
+  "ss_sd_scripts_commit_hash": "5fe801a51066f8a83eec30047d6a47026bdcde27",
+  "ss_seed": 2566307724,
+  "ss_session_id": 1804606880,
+  "ss_shuffle_caption": true,
+  "ss_steps": 800,
+  "ss_tag_frequency": {
+    "1_hld": {
+      "a bright vertical beam of light stands out against the desolate terrain piercing the sky from the horizon.": 1,
+      "a pixelated landscape at twilight with a body of water reflecting light and dark landforms resembling cliffs.": 1,
+      "a symmetrical abstract design centered around a diamond shape": 1,
+      "a symmetrical abstract design centered around a diamond shape with intricate patterns and floating cube-like structures connected by thin lines forming a network of circuitry.": 1,
+      "above; a large intricate structure composed of geometric patterns floats in the sky emitting a bright light from its center giving it an otherworldly appearance.": 1,
+      "color-wise the artwork is steeped in dark tones with a deep blue and black background that starkly contrasts with the neon purples and pinks highlighting the geometric shapes and floating cubes.": 1,
+      "dog": 7,
+      "drifter": 57,
+      "glitch": 1,
+      "halo": 3,
+      "hld": 68,
+      "monster": 4,
+      "neon purple outlines the central diamond and accents the geometric patterns contrasting with the darker blues while white adds detail and brightness giving the design an electric vivid quality against the dark hues.": 1,
+      "pixel art": 68,
+      "pixel art scene where a large symmetrical structure with an advanced alien design floats in the night sky above an island.": 1,
+      "robot": 2,
+      "rust": 1,
+      "stars speckle the sky and distant clouds add to the ambiance of this mysterious and grand encounter between technology and nature.": 1,
+      "stylized pixel art of an extraterrestrial landscape with a minimalist aesthetic.": 1,
+      "surrounded by intricate geometric patterns and smaller cube-like structures that seem to float and connect via thin lines forming a network of circuitry.": 1,
+      "the background’s deep navy blue transitions into lighter shades towards the center where the brightest elements reside.": 1,
+      "the central beam of light is intensely white contrasting sharply with its surroundings.": 1,
+      "the color scheme consists of shades of purple; pink and blue creating a vibrant yet moody atmosphere.": 1,
+      "the color scheme is dominated by cool hues with the sky transitioning from a deep navy to a lighter blue.": 1,
+      "the composition conveys a digital; futuristic feel akin to circuit boards set against a dark backdrop that highlights the luminosity of the design elements.": 1,
+      "the floating structure is rendered in shades of purple and blue with bright white light emanating from it.": 1,
+      "the ground features greens and browns.": 1,
+      "the ground mirrors the sky’s colors displaying variations of pale pink; vivid coral and muted reds with white patches indicating light reflections.": 1,
+      "the image employs a warm palette with the sky transitioning from deep salmon pink to lighter shades near the horizon.": 1,
+      "the image is dominated by shades of blue and purple creating a vibrant and cool atmosphere.": 1,
+      "the land and water are rendered in darker shades of blue and black with hints of purple providing a sharp contrast to the luminous colors above.": 1,
+      "the overall composition exudes a technological and futuristic vibe representing electronic components and elements of a digital system.": 1,
+      "the scene is devoid of life featuring flat ground and distant elevated landforms of mountains and hills.": 1,
+      "the sky transitions from deep indigo to violet and magenta while the structure glows with hues of pink and lighter purple.": 1,
+      "the structure glows intensely casting beams of light that illuminate the island and reflect off the surrounding waters.": 1,
+      "these bright accents focus the viewer’s attention on the center and infuse the image with a dynamic energy.": 1,
+      "this retro art style is paired with a futuristic theme creating a striking contrast between the nostalgic and the speculative.": 1
+    },
+    "2_earbou": {
+      "a charming example of 2d pixel art from an rpg video game.": 1,
+      "a classic rpg video game scene from earthbound.": 1,
+      "a quaint pixelated town scene.": 1,
+      "a screenshot from a classic 16-bit super nintendo game called earthbound.": 1,
+      "a screenshot from a classic 2d rpg pixel art video game called earthbound.": 1,
+      "adjacent buildings and round-top trees add to the small-town charm.": 1,
+      "battle screen": 4,
+      "black border": 21,
+      "black border. it features a boy with black hair wearing blue and white striped pajamas and a police officer wearing sunglasses.": 1,
+      "cropped": 22,
+      "earbou": 22,
+      "four characters add life to the scene; one resting on the couch another standing by a table and a dog next to the boy with the red baseball cap.": 1,
+      "from the classic 16-bit rpg called earthbound.": 1,
+      "giant feet": 1,
+      "it features a character with black hair dressed in a blue and white striped pajamas inside a house.": 1,
+      "it features a pixelated bedroom in the night with a bed draped in a purple blanket; a lamp and two rolled-down windows.": 1,
+      "it features pixelated graphics typical of early gaming culture with a bedroom setting that includes a single bed; a desk; a table with a chair; a bookshelf and two rolled-down windows.": 1,
+      "it portrays a quaint room with pink walls and a wooden floor furnished with a small bed and a dresser and a table with two chairs.": 1,
+      "it showcases a cozy room setting with a small furniture pieces.": 1,
+      "pixel \\(artwork\\)": 22,
+      "pixel art": 22,
+      "platformer perspective": 7,
+      "set against a backdrop of cliffs and grassy areas.": 1,
+      "snapshot from a classic 2d  16-bit pixel art style video game called \"earthbound\".": 1,
+      "the central building is a three-story “hotel” with a welcoming entrance complemented by a bush and evenly spaced windows.": 1,
+      "the cool color palette of blues; greens and grays enhances the evening ambiance.": 1,
+      "the room’s decor includes a wall picture.": 1,
+      "there is a gift box in the bottom left corner.": 1,
+      "top-down perspective": 11,
+      "two characters are present; a blonde girl with a red dress and red ribbon and a boy with black hair and blue and white striped pajama.": 1
+    },
+    "2_owlboy": {
+      "a large tree whose roots and trunk form a complex structure supporting a floating island with lush greenery and smaller trees.": 1,
+      "a tranquil natural setting with two grassy platforms and towering rock formations in the background creating a sense of depth.": 1,
+      "a vibrant pixel art scene from a video game that depicts two characters standing on a stony grass platform in a lush environment.": 1,
+      "a video game scene with an overcast sky and a green landscape where two characters stand ready for action near a cauldron.": 1,
+      "an owl-like creature stands on the left platform while a taller owl-like figure is on the right both adding life to the serene landscape.": 1,
+      "barren trees add to the natural but slightly desolate atmosphere.": 1,
+      "behind them is a large green structure that resembles a cannon with metallic accents.": 1,
+      "black background": 2,
+      "earthy browns and grays are used for the stone platform and green for the large tree that goes up in the sky while brown is for the smaller tree's trunk and wooden railing around the platform with highlights.": 1,
+      "gui": 4,
+      "icons": 1,
+      "in terms of colors the image uses a rich palette: the clouds are various shades of gray; the grass and flowers are vibrant greens with pops of white and orange and the characters are dressed in brown and beige with red noses.": 1,
+      "interior": 2,
+      "letterbox": 9,
+      "mouse cursor": 4,
+      "ollboi": 18,
+      "one character appears to be speaking suggesting an element of storytelling.": 1,
+      "overall": 1,
+      "pixel \\(artwork\\)": 18,
+      "pixel art": 18,
+      "simple background": 2,
+      "speech bubble": 3,
+      "text": 2,
+      "the capsule-like structure shares the green hues of the trees but also includes grey metallic tones reflecting its artificial nature.": 1,
+      "the color palette is varied and lively.": 1,
+      "the color scheme is a harmonious blend of greens; grays and whites with the creatures in earthy browns and tans.": 1,
+      "the colors contribute to the adventurous vibe of the scene.": 1,
+      "the cursor’s standard white and blue design stands out against the detailed pixel art adding a layer of interactivity to the scene.": 1,
+      "the greens of the grass contrast with the grays of the rocks while the white tones in the sky and mist add an ethereal quality to the scene.": 1,
+      "the mouse cursor visible above one character’s head suggests interaction on a computer screen.": 1,
+      "the overall palette evokes a peaceful and otherworldly atmosphere.": 1,
+      "the rock formations below are in lighter grays blending into the fog at their bases contributing to the fantastical atmosphere of the scene. the image employs a soft naturalistic palette that enhances the fantasy element.": 1,
+      "the sky is a gradient of blues creating depth and is dotted with fluffy white clouds.": 1,
+      "the sky is a mix of light blue to white while the tree and island feature vibrant greens and grayish-brown adding depth and texture.": 1,
+      "the sky's light blue hues and white create a calm backdrop;": 1,
+      "the text in the image reads: “maybe we should take that trip to advent today!” further hinting at an adventure.": 1,
+      "the vegetation is a mix of bright lime greens and deeper forest greens giving the scene a lifelike feel.": 1
+    },
+    "4_celeste": {
+      ". a green signpost and wooden ladder is on the left.": 1,
+      "a charming nighttime scene featuring a character with red hair and a brown backpack standing on a gray platform part of a bridge or walkway.": 1,
+      "a quaint; snow-laden cabin at night exuding warmth with smoke wafting from its chimney.": 1,
+      "a red-haired character stands on the right facing left towards the level’s path which includes spikes.": 1,
+      "a streetlamp bathes the area in light adding to the serene winter ambiance.": 1,
+      "a vibrant and dynamic video game scene from the game “celeste”.": 1,
+      "a vibrant pixel art scene from a platformer video game called “celeste” showcasing a cave-like environment with blue snowy and rocky platforms.": 1,
+      "a video game scene with a character sporting red hair on the left surrounded by platforms and walls some covered in snow and spikes.": 1,
+      "a waterfall cascades on the right and blocks with grass are scattered throughout.": 1,
+      "a yellow construction sign suggests caution in this cave-like setting illuminated by an unseen light source.": 1,
+      "celeste": 6,
+      "color-wise the artwork employs cool tones to convey the chill of the night with dark blues and blacks for the sky and light blues and whites for the snow reflecting the moon's glow.": 1,
+      "floating platforms with grass tops and dirt bottoms.": 1,
+      "it features a character with striking red hair dressed in a blue and brown outfit standing on a grassy surface next to a street lamp that casts a warm yellow glow.": 1,
+      "it features two characters one with red hair standing by standing by a plane crash to the right and one with brown skin and brown hair by a campfire on the right ready for interaction indicated by a ui element.": 1,
+      "muted purples and blues in the clouds blend with the sky yet stand out and the greens of the trees range from dark forest to olive bringing the forest to life.": 1,
+      "pixel art": 6,
+      "the aesthetic and design suggest a theme of exploration and adventure at high altitudes.": 1,
+      "the background layers include dark green pine trees and lighter green shrubbery creating a sense of depth.": 1,
+      "the cabin's dark windows and the streetlamp's light offer a cozy contrast while earthy browns ground the scene with a natural touch.": 1,
+      "the color palette of this pixel art is carefully chosen to convey the mood of the scene. dark black and greens dominate the background setting a serene yet mysterious atmosphere.": 1,
+      "the color palette of this pixel art is key to its mood.": 1,
+      "the detailed pixel art style creates an engaging and challenging game world for players to navigate.": 1,
+      "the grassy platforms’ brighter greens add life and contrast to the darker hues.": 1,
+      "the gray of the platforms is highlighted with white hinting at snow and the brown supports have darker accents giving a realistic wooden appearance.": 1,
+      "the image depicts a pixel art scene from an adventure platformer video game.": 1,
+      "the night sky is a canvas of stars and stylized clouds adding a dynamic element to the tranquil setting.": 1,
+      "the night sky is a deep black suggesting the time of night.": 1,
+      "the platforms are supported by brown wooden posts and the background is adorned with layers of pine trees in various shades of green creating depth.": 1,
+      "the protagonist’s red hair and blue attire provide a pop of color that draws the eye.": 1,
+      "the setting is a snowy mountainous terrain at night with stone and metal structures and dark caves in the background.": 1,
+      "the sky’s dark gradient while the white and blue stars sparkle against the dark expanse.": 1,
+      "the yellow light from the lamp introduces a touch of warmth while the white highlights mimic the reflection of moonlight or starlight on various surfaces enhancing the overall nocturnal ambiance of the artwork.": 1,
+      "this image is a good example of pixel art in modern gaming capturing the essence of a chilly mysterious adventure.": 1,
+      "two characters are visible on the porch both standing a tree stump holds an axe.": 1
+    },
+    "4_shokni": {
+      "pixel \\(artwork\\)": 18,
+      "pixel art": 18,
+      "shokni": 18
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1718572533.1012895,
+  "ss_training_started_at": 1718542057.4314563,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "7a9bff2a",
+  "sshs_model_hash": "f2f6a02702cd7d37d7e41b92efb7db03268679e3d06c2f6af5427e495dad37e7"
+}

tests/hld-v1e400/hld-v1e400.json

@@ -0,0 +1,131 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-03T13:36:40",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "hld",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 76,
+        "resolution": [
+          672,
+          384
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.03358208955223872
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_hld": {
+      "img_count": 76,
+      "n_repeats": 1
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 400,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 5,
+  "ss_num_epochs": 400,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 76,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "hld",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99",
+  "ss_seed": 2902632941,
+  "ss_session_id": 1319966465,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_hld": {
+      "an abstract composition featuring a central grid-like pattern with colorful lens flares in green and pink hues.": 1,
+      "black background": 1,
+      "dog": 7,
+      "drifter": 58,
+      "glitch": 1,
+      "halo": 3,
+      "hld": 76,
+      "monster": 4,
+      "pixel art": 76,
+      "robot": 2,
+      "rust": 1,
+      "small specks of light scattered throughout add complexity and depth creating an overall effect that is both dynamic and visually intriguing.": 1,
+      "surrounding the vibrant center are darker areas that provide contrast enhancing the visual impact of the streaks of light that extend horizontally across the image.": 1,
+      "text": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717421800.2552218,
+  "ss_training_started_at": 1717409257.429879,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "e99f863a",
+  "sshs_model_hash": "ebb61841b5c5da6801e49999b11998e2a1745293383efa358e325e347bcb7c0b"
+}

tests/owlboy/owlboy-v1e400.json

@@ -0,0 +1,154 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-12T21:34:27",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "owlboy",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 18,
+        "resolution": [
+          672,
+          384
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.02777777777777768
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_owlboy": {
+      "img_count": 18,
+      "n_repeats": 1
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 400,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 0,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "67ab2fd8ec439a89b3fedb15cc65f54336af163c7eb5e4f2acc98f090a29b0b3",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 2,
+  "ss_num_epochs": 400,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 18,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "owlboy",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "e577480d",
+  "ss_sd_model_name": "p.safetensors",
+  "ss_sd_scripts_commit_hash": "5fe801a51066f8a83eec30047d6a47026bdcde27",
+  "ss_seed": 3899842478,
+  "ss_session_id": 3823100060,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_owlboy": {
+      "a large tree whose roots and trunk form a complex structure supporting a floating island with lush greenery and smaller trees.": 1,
+      "a tranquil natural setting with two grassy platforms and towering rock formations in the background creating a sense of depth.": 1,
+      "a vibrant pixel art scene from a video game that depicts two characters standing on a stony grass platform in a lush environment.": 1,
+      "a video game scene with an overcast sky and a green landscape where two characters stand ready for action near a cauldron.": 1,
+      "an owl-like creature stands on the left platform while a taller owl-like figure is on the right both adding life to the serene landscape.": 1,
+      "barren trees add to the natural but slightly desolate atmosphere.": 1,
+      "behind them is a large green structure that resembles a cannon with metallic accents.": 1,
+      "black background": 2,
+      "earthy browns and grays are used for the stone platform and green for the large tree that goes up in the sky while brown is for the smaller tree's trunk and wooden railing around the platform with highlights.": 1,
+      "gui": 4,
+      "icons": 1,
+      "in terms of colors the image uses a rich palette: the clouds are various shades of gray; the grass and flowers are vibrant greens with pops of white and orange and the characters are dressed in brown and beige with red noses.": 1,
+      "interior": 2,
+      "letterbox": 9,
+      "mouse cursor": 4,
+      "ollboi": 18,
+      "one character appears to be speaking suggesting an element of storytelling.": 1,
+      "overall": 1,
+      "pixel \\(artwork\\)": 18,
+      "pixel art": 18,
+      "simple background": 2,
+      "speech bubble": 3,
+      "text": 2,
+      "the capsule-like structure shares the green hues of the trees but also includes grey metallic tones reflecting its artificial nature.": 1,
+      "the color palette is varied and lively.": 1,
+      "the color scheme is a harmonious blend of greens; grays and whites with the creatures in earthy browns and tans.": 1,
+      "the colors contribute to the adventurous vibe of the scene.": 1,
+      "the cursor’s standard white and blue design stands out against the detailed pixel art adding a layer of interactivity to the scene.": 1,
+      "the greens of the grass contrast with the grays of the rocks while the white tones in the sky and mist add an ethereal quality to the scene.": 1,
+      "the mouse cursor visible above one character’s head suggests interaction on a computer screen.": 1,
+      "the overall palette evokes a peaceful and otherworldly atmosphere.": 1,
+      "the rock formations below are in lighter grays blending into the fog at their bases contributing to the fantastical atmosphere of the scene. the image employs a soft naturalistic palette that enhances the fantasy element.": 1,
+      "the sky is a gradient of blues creating depth and is dotted with fluffy white clouds.": 1,
+      "the sky is a mix of light blue to white while the tree and island feature vibrant greens and grayish-brown adding depth and texture.": 1,
+      "the sky's light blue hues and white create a calm backdrop;": 1,
+      "the text in the image reads: “maybe we should take that trip to advent today!” further hinting at an adventure.": 1,
+      "the vegetation is a mix of bright lime greens and deeper forest greens giving the scene a lifelike feel.": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1718228067.603494,
+  "ss_training_started_at": 1718222921.035961,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "6cf056e6",
+  "sshs_model_hash": "5b2ec4920957ff65de168c11219b5c5742ca6ecdfe31168a08317fc03b8fc9f1"
+}

tests/pixel-v1e400/pixel-v1e400.json

@@ -0,0 +1,228 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-03T17:23:51",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "pixel",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 2,
+        "resolution": [
+          480,
+          544
+        ]
+      },
+      "1": {
+        "count": 6,
+        "resolution": [
+          512,
+          512
+        ]
+      },
+      "2": {
+        "count": 5,
+        "resolution": [
+          544,
+          480
+        ]
+      },
+      "3": {
+        "count": 1,
+        "resolution": [
+          672,
+          384
+        ]
+      },
+      "4": {
+        "count": 1,
+        "resolution": [
+          768,
+          320
+        ]
+      },
+      "5": {
+        "count": 1,
+        "resolution": [
+          896,
+          288
+        ]
+      },
+      "6": {
+        "count": 1,
+        "resolution": [
+          928,
+          256
+        ]
+      },
+      "7": {
+        "count": 19,
+        "resolution": [
+          1024,
+          256
+        ]
+      }
+    },
+    "mean_img_ar_error": 1.9156435724565644
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_tileset": {
+      "img_count": 36,
+      "n_repeats": 1
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 400,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 5,
+  "ss_num_epochs": 400,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 36,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "pixel",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "5fe801a51066f8a83eec30047d6a47026bdcde27",
+  "ss_seed": 3910285279,
+  "ss_session_id": 1291924559,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_tileset": {
+      "a bee attack animation spritesheet consisting of four distinct frames that depict the progressive stages of an attack.": 1,
+      "an eight-frame animation sequence of a character executing a sword attack. it begins with the character in a neutral stance sword pointed down and progresses through a dynamic swing overhead culminating in a powerful downward slash.": 1,
+      "attack": 2,
+      "bee": 3,
+      "black and dark brown outlines delineate the boar’s features.": 1,
+      "black background": 29,
+      "boar": 12,
+      "books": 1,
+      "building interior": 1,
+      "buildings": 2,
+      "cave interior": 1,
+      "color-wise the sprite sheet employs a tranquil palette of blues and teals evoking the calmness of a daytime sky.": 1,
+      "color-wise the spritesheet uses a concise palette to portray the boar’s natural hues.": 1,
+      "color-wise the tileset employs an earthy and muted palette with browns for the wooden parts; grays for the stones and dark greens for the grass providing a naturalistic look.": 1,
+      "dominant shades of brown from dark for shadows to light for highlights outline the boar’s form.": 1,
+      "dungeon interior": 2,
+      "flying animation": 1,
+      "hit animation": 4,
+      "human": 5,
+      "idle animation": 4,
+      "in terms of color the animation employs a diverse yet cohesive palette.": 1,
+      "initially the bee is upright with wings raised; as the impact occurs it tilts backward wings flaring conveying the full brunt of the strike.": 1,
+      "it consists of six frames each depicting a distinct stage of the running cycle from legs fully extended to bunched up conveying a dynamic sense of motion.": 1,
+      "it includes elements such as wooden walls; roofs; floors and stairs along with environmental details like rocks and grass.": 1,
+      "it showcases an idle animation sequence across four frames where the boar exhibits subtle movements such as breathing or shifting its stance.": 1,
+      "jump animation": 1,
+      "pixel art": 36,
+      "rocks": 1,
+      "running animation": 4,
+      "sky": 1,
+      "snail": 1,
+      "spritesheet": 19,
+      "starting with a neutral position the bee’s wings gradually elevate and its stinger extends culminating in a dynamic thrusting motion.": 1,
+      "sword": 5,
+      "the animation captures the essence of a bee’s aggressive maneuver with each frame adding intensity to the portrayal of the attack.": 1,
+      "the animation is detailed capturing the essence of a boar’s gallop and would loop seamlessly to create the effect of continuous running.": 1,
+      "the blue roof tiles highlighted with lighter shades add a splash of color to the predominantly brown and gray scheme enhancing the visual appeal of the assembled buildings.": 1,
+      "the boar’s fur is rendered in various shades of brown from deep earthy tones to lighter tans which define its form and musculature.": 1,
+      "the character is adorned in muted earth tones with brown pants and a dark green tunic highlighted by vivid yellow accents on their attire and the sword’s hilt.": 1,
+      "the color palette employed is composed of dark and muted tones predominantly featuring shades of teal; blue-green and dark green.": 1,
+      "the motion is fluid and conveys a sense of swift decisive action as the character transitions back to a resting pose after the attack.": 1,
+      "the pixel art spritesheet features a collection of tree designs each distinct in shape and size suitable for use as background elements in a digital game.": 1,
+      "the pixel art spritesheet illustrates a bee character undergoing a sequence of reactions to being hit depicted across four frames.": 1,
+      "the spritesheet employs a classic bee color scheme with bold black and a striking yellow-orange for the body creating a vivid contrast that’s instantly recognizable.": 1,
+      "the spritesheet employs a concise color scheme characteristic of bees with black and yellow dominating the body complemented by shades of gray for the wings.": 1,
+      "the spritesheet employs a limited palette that’s characteristic of pixel art enhancing the retro gaming aesthetic.": 1,
+      "the spritesheet features a boar character designed for a pixel art style video game.": 1,
+      "the spritesheet illustrates a boar’s running animation in a pixel art style suitable for video games.": 1,
+      "the spritesheet presents a pixel art sky featuring multiple layers of clouds that create a sense of depth and movement.": 1,
+      "the sword itself exhibits a metallic luster transitioning from silver to grey enhancing its realistic portrayal.": 1,
+      "the tileset features a variety of building components for creating structures in a pixel art style.": 1,
+      "the top layer showcases detailed dense clouds while the subsequent layers become progressively less detailed culminating in a clear sky at the bottom.": 1,
+      "the trees are rendered in a classic pixel art style with jagged edges.": 1,
+      "the variety in the tree designs allows for the creation of a diverse and layered forest scene.": 1,
+      "the wings transition from a translucent gray to a bright white suggesting the reflection of light as they flutter.": 1,
+      "this animation loop creates a lifelike impression of the boar standing still yet ready to act.": 1,
+      "this progression captures the dynamic response of the bee to the hit in a clear sequential manner.": 1,
+      "this tileset allows for the assembly of scenes with a rustic or old-fashioned feel.": 1,
+      "tileset": 13,
+      "tree": 7,
+      "walking animation": 3,
+      "white background": 6
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717435431.6429398,
+  "ss_training_started_at": 1717425621.11502,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "53aa4fdd",
+  "sshs_model_hash": "bf7696306530f36d74d22b2d997317c17fc8c14dc3049160b5670d2fe1814246"
+}

tests/pixel-v3e400/pixel-v3e400.json

@@ -0,0 +1,118 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-03T23:55:03",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "pixel3",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 200,
+        "resolution": [
+          512,
+          512
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.0
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_pixel_art": {
+      "img_count": 200,
+      "n_repeats": 1
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 134,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 13,
+  "ss_num_epochs": 134,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 200,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "pixel3",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "5fe801a51066f8a83eec30047d6a47026bdcde27",
+  "ss_seed": 4167868694,
+  "ss_session_id": 3156858514,
+  "ss_shuffle_caption": false,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_pixel_art": {
+      "pixel_art": 200
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717458903.0331,
+  "ss_training_started_at": 1717448038.62536,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "fdbfd8c1",
+  "sshs_model_hash": "677ca13322b0b5b1f995ed65a0eba2bcbef9108a5b374e8776eff6f6dae71922"
+}

tests/weasel-v1e400/stoat-v1e400.json

@@ -0,0 +1,887 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-05-30T15:13:49",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "stoat",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 2,
+        "resolution": [
+          352,
+          704
+        ]
+      },
+      "1": {
+        "count": 2,
+        "resolution": [
+          384,
+          640
+        ]
+      },
+      "10": {
+        "count": 2,
+        "resolution": [
+          672,
+          384
+        ]
+      },
+      "11": {
+        "count": 4,
+        "resolution": [
+          704,
+          352
+        ]
+      },
+      "2": {
+        "count": 22,
+        "resolution": [
+          416,
+          608
+        ]
+      },
+      "3": {
+        "count": 14,
+        "resolution": [
+          448,
+          576
+        ]
+      },
+      "4": {
+        "count": 2,
+        "resolution": [
+          480,
+          544
+        ]
+      },
+      "5": {
+        "count": 6,
+        "resolution": [
+          512,
+          512
+        ]
+      },
+      "6": {
+        "count": 6,
+        "resolution": [
+          544,
+          480
+        ]
+      },
+      "7": {
+        "count": 10,
+        "resolution": [
+          576,
+          448
+        ]
+      },
+      "8": {
+        "count": 8,
+        "resolution": [
+          608,
+          416
+        ]
+      },
+      "9": {
+        "count": 2,
+        "resolution": [
+          640,
+          384
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.030679756026106397
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "2_stoat": {
+      "img_count": 20,
+      "n_repeats": 2
+    },
+    "2_weasel": {
+      "img_count": 20,
+      "n_repeats": 2
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 200,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": false,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 8,
+  "ss_num_epochs": 200,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 80,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "stoat",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99",
+  "ss_seed": 908130497,
+  "ss_session_id": 410252460,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "2_stoat": {
+      "3d \\(artwork\\)": 5,
+      "4 toes": 2,
+      "5 toes": 1,
+      "absurd res": 2,
+      "ambiguous gender": 15,
+      "ambiguous on human": 1,
+      "anal": 1,
+      "anal penetration": 1,
+      "animal genitalia": 1,
+      "animal penis": 1,
+      "anus": 1,
+      "arthropod": 1,
+      "balls": 2,
+      "bedroom eyes": 1,
+      "bestiality": 1,
+      "big penis": 1,
+      "black nose": 1,
+      "blue eyes": 6,
+      "blush": 2,
+      "bodily fluids": 2,
+      "brown body": 6,
+      "brown fur": 6,
+      "butt": 1,
+      "by boloid": 1,
+      "by geosaiko1267": 1,
+      "by manmosu marimo": 1,
+      "by momou": 1,
+      "by moth sprout": 1,
+      "by reysi": 2,
+      "by shesterrni": 1,
+      "by spooky dune": 1,
+      "by tamberella": 1,
+      "carton": 2,
+      "censor bar": 1,
+      "censored": 1,
+      "censored genitalia": 1,
+      "censored penis": 1,
+      "claws": 2,
+      "clitoris": 1,
+      "clothing": 1,
+      "container": 1,
+      "crossed arms": 1,
+      "cum": 1,
+      "cum from mouth": 1,
+      "cum in ass": 1,
+      "cum in mouth": 1,
+      "cum inside": 1,
+      "cum through": 1,
+      "cum vomit": 1,
+      "cup": 1,
+      "dark body": 1,
+      "dark skin": 1,
+      "deep penetration": 1,
+      "detailed background": 1,
+      "digital media \\(artwork\\)": 11,
+      "digitigrade": 1,
+      "dipstick tail": 3,
+      "disembodied hand": 1,
+      "duo": 2,
+      "electronics": 1,
+      "erection": 1,
+      "faceless character": 1,
+      "faceless human": 1,
+      "faceless male": 1,
+      "featureless crotch": 1,
+      "feet": 3,
+      "felid": 1,
+      "female": 4,
+      "feral": 20,
+      "feral penetrated": 1,
+      "fingering": 1,
+      "flat chested": 1,
+      "fleshlight position": 1,
+      "flower": 2,
+      "forced": 1,
+      "fret": 1,
+      "fur": 20,
+      "genital fluids": 1,
+      "genitals": 5,
+      "ghost hands": 1,
+      "glass": 1,
+      "glass container": 1,
+      "glass cup": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "grandfathered content": 6,
+      "grass": 4,
+      "green eyes": 3,
+      "group": 1,
+      "gundam": 1,
+      "gundam build divers": 1,
+      "hat": 1,
+      "headgear": 1,
+      "headgear only": 1,
+      "headwear": 1,
+      "headwear only": 1,
+      "hi res": 6,
+      "human on feral": 1,
+      "human penetrating": 1,
+      "human penetrating feral": 1,
+      "humanoid genitalia": 2,
+      "humanoid penis": 1,
+      "humanoid pussy": 1,
+      "humor": 2,
+      "ineffective censorship": 1,
+      "inscryption": 1,
+      "insect": 1,
+      "interspecies": 1,
+      "koppa \\(shiren the wanderer\\)": 1,
+      "large penetration": 1,
+      "larger human": 1,
+      "larger male": 1,
+      "legs up": 1,
+      "light body": 1,
+      "light fur": 1,
+      "living condom": 1,
+      "looking at viewer": 5,
+      "lying": 1,
+      "machine": 1,
+      "male": 2,
+      "male on feral": 1,
+      "male/ambiguous": 1,
+      "mammal": 10,
+      "markings": 3,
+      "masturbation": 1,
+      "milk": 2,
+      "monitor": 1,
+      "mostly nude": 1,
+      "mostly offscreen character": 1,
+      "multicolored tail": 1,
+      "mustelid": 10,
+      "musteline": 10,
+      "narrowed eyes": 1,
+      "on side": 1,
+      "otter": 2,
+      "outside": 9,
+      "p03 \\(inscryption\\)": 1,
+      "pawpads": 2,
+      "paws": 4,
+      "penetration": 1,
+      "penile": 2,
+      "penile masturbation": 1,
+      "penile penetration": 1,
+      "penis": 2,
+      "penis in ass": 1,
+      "photography \\(artwork\\)": 4,
+      "pink pawpads": 1,
+      "plant": 6,
+      "presenting": 1,
+      "presenting balls": 1,
+      "pun": 2,
+      "pussy": 3,
+      "rape": 1,
+      "rating_explicit": 5,
+      "rating_safe": 15,
+      "real": 8,
+      "ridiculous fit": 1,
+      "rodent": 3,
+      "rommel \\(gundam build divers\\)": 1,
+      "seductive": 1,
+      "semi-anthro": 1,
+      "sex": 1,
+      "sheath": 1,
+      "sheath play": 1,
+      "shiren the wanderer": 1,
+      "simple background": 3,
+      "size difference": 1,
+      "smaller ambiguous": 1,
+      "smaller feral": 1,
+      "smaller penetrated": 1,
+      "snow": 2,
+      "solo": 17,
+      "solo focus": 1,
+      "spike chunsoft": 1,
+      "spread legs": 2,
+      "spreading": 2,
+      "standing": 1,
+      "stoat": 2,
+      "stoat \\(inscryption\\)": 1,
+      "sweat": 2,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "sweaty penis": 1,
+      "tail": 4,
+      "tail grab": 1,
+      "tail markings": 3,
+      "tears": 1,
+      "toes": 3,
+      "tree": 1,
+      "true musteline": 10,
+      "vaginal": 1,
+      "vaginal fingering": 1,
+      "vein": 1,
+      "veiny penis": 1,
+      "visual pun": 2,
+      "weasel": 10,
+      "whiskers": 10,
+      "white background": 1,
+      "white body": 15,
+      "white fur": 15,
+      "winter": 1
+    },
+    "2_weasel": {
+      "4 fingers": 1,
+      "4 toes": 2,
+      "5 fingers": 2,
+      "5 toes": 1,
+      "abdominal bulge": 1,
+      "aleutia": 1,
+      "ambiguous gender": 4,
+      "ambiguous penetration": 1,
+      "anal": 1,
+      "anal orgasm": 1,
+      "animal genitalia": 1,
+      "anthro": 14,
+      "anthro on anthro": 6,
+      "anthro penetrated": 3,
+      "anthro penetrating": 3,
+      "anthro penetrating anthro": 3,
+      "anus": 8,
+      "anus only": 1,
+      "areola": 1,
+      "arms tied": 1,
+      "arms tied behind back": 1,
+      "aroused": 1,
+      "aurora \\(ruaidri\\)": 2,
+      "b1r-d13": 1,
+      "backsack": 3,
+      "ball": 1,
+      "balls": 6,
+      "balls outline": 1,
+      "band merch": 1,
+      "bandage": 1,
+      "barefoot": 1,
+      "bdsm": 2,
+      "beach": 1,
+      "beach umbrella": 1,
+      "beckoning": 1,
+      "bed": 1,
+      "bedding": 1,
+      "bedding background": 1,
+      "bedroom eyes": 1,
+      "begging": 1,
+      "being watched": 1,
+      "belly": 1,
+      "bench": 1,
+      "bfct": 1,
+      "big bad wolf": 1,
+      "big butt": 3,
+      "big tail": 1,
+      "bikini": 1,
+      "bikini bottom": 1,
+      "bikini top": 1,
+      "billiard ball": 1,
+      "billiard table": 1,
+      "biped": 5,
+      "black body": 2,
+      "black border": 1,
+      "black fur": 2,
+      "black necktie": 1,
+      "black nose": 1,
+      "blacksad": 1,
+      "blue eyes": 1,
+      "blush": 6,
+      "bodily fluids": 9,
+      "bondage": 1,
+      "bookshelf": 1,
+      "border": 1,
+      "bottomless": 5,
+      "bottomless anthro": 2,
+      "bottomless female": 2,
+      "bottomless gynomorph": 1,
+      "bottomless intersex": 1,
+      "bottomless male": 1,
+      "bottomwear": 1,
+      "bound": 3,
+      "breasts": 6,
+      "breath": 1,
+      "brown body": 8,
+      "brown fur": 6,
+      "bulge": 1,
+      "bulge from behind": 1,
+      "busty feral": 1,
+      "butt": 8,
+      "butt grab": 1,
+      "butt heart": 2,
+      "by ajin": 1,
+      "by conditional dnp": 2,
+      "by edesk": 1,
+      "by falvie": 1,
+      "by ichigodawashi": 1,
+      "by jumpy jackal": 1,
+      "by manmosu marimo": 1,
+      "by milligram smile": 1,
+      "by oddwilds": 1,
+      "by perfectlynormal": 1,
+      "by ruaidri": 4,
+      "by spuydjeks": 1,
+      "by tailgrip": 1,
+      "by totesfleisch8": 1,
+      "by wizzikt": 3,
+      "by zackary911": 1,
+      "casual sex": 1,
+      "chair": 1,
+      "cheek tuft": 1,
+      "chest tuft": 1,
+      "chibi": 1,
+      "chief smirnov": 1,
+      "claws": 7,
+      "clothed": 8,
+      "clothed anthro": 2,
+      "clothed female": 1,
+      "clothed feral": 1,
+      "clothed male": 2,
+      "clothed/nude": 2,
+      "clothing": 10,
+      "coffee mug": 1,
+      "collar": 1,
+      "computer": 2,
+      "cooper mordaut": 1,
+      "coshi \\(dekuscrub\\)": 1,
+      "countershading": 1,
+      "cue stick": 1,
+      "cum": 6,
+      "cum drip": 1,
+      "cum expulsion": 1,
+      "cum fart": 1,
+      "cum from ass": 1,
+      "cum in ass": 1,
+      "cum in pussy": 1,
+      "cum inside": 3,
+      "cum on body": 1,
+      "cum on breasts": 1,
+      "cum on face": 1,
+      "cum on ground": 1,
+      "cum on leg": 1,
+      "cum on penis": 1,
+      "cumshot": 2,
+      "cute fangs": 1,
+      "detailed background": 4,
+      "detailed bulge": 1,
+      "dialogue": 4,
+      "digitigrade": 3,
+      "dipstick tail": 2,
+      "dolphin shorts": 1,
+      "dominant": 1,
+      "door": 1,
+      "dr. rasa \\(ruaidri\\)": 1,
+      "dripping": 1,
+      "drooling": 1,
+      "duo": 5,
+      "duo focus": 1,
+      "egyptian": 1,
+      "ejaculation": 2,
+      "electronics": 2,
+      "emanata": 1,
+      "empty eyes": 1,
+      "english text": 1,
+      "erection": 3,
+      "exercise ball": 1,
+      "exhibitionism": 1,
+      "eyelashes": 1,
+      "eyes closed": 3,
+      "eyewear": 6,
+      "faceless character": 1,
+      "faceless male": 1,
+      "facesitting": 1,
+      "facial tuft": 1,
+      "fairy tales": 1,
+      "fangs": 2,
+      "farv \\(funkyknife\\)": 1,
+      "featureless crotch": 1,
+      "feet": 3,
+      "fellatio": 2,
+      "female": 9,
+      "female penetrated": 3,
+      "femboy": 4,
+      "feral": 8,
+      "finger claws": 1,
+      "finger in mouth": 1,
+      "fingers": 4,
+      "fluffy": 1,
+      "fluffy tail": 1,
+      "food": 2,
+      "foot focus": 1,
+      "footwear": 1,
+      "forest": 1,
+      "fries": 1,
+      "fruit": 1,
+      "fur": 16,
+      "fur pattern": 1,
+      "furniture": 5,
+      "genital fluids": 8,
+      "genital outline": 1,
+      "genitals": 16,
+      "gesture": 1,
+      "glasses": 6,
+      "glistening": 1,
+      "glistening anus": 1,
+      "glistening genitalia": 1,
+      "glistening pussy": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "green eyes": 1,
+      "grey background": 1,
+      "grey body": 2,
+      "grey eyes": 1,
+      "grey fur": 2,
+      "group": 2,
+      "gynomorph": 1,
+      "gynomorph penetrating": 1,
+      "gynomorph penetrating female": 1,
+      "gynomorph/female": 1,
+      "hair": 5,
+      "half-erect": 1,
+      "halloween": 2,
+      "hand on butt": 1,
+      "hand on face": 1,
+      "hands-free": 1,
+      "happy": 1,
+      "happy sex": 1,
+      "hat": 2,
+      "headgear": 2,
+      "headwear": 2,
+      "heart eyes": 1,
+      "heart symbol": 3,
+      "hi res": 2,
+      "hindpaw": 1,
+      "holding food": 1,
+      "holding object": 1,
+      "holding tail": 2,
+      "holidays": 2,
+      "hoodie": 2,
+      "hotpants": 1,
+      "humanoid genitalia": 3,
+      "humanoid penis": 3,
+      "hunter \\(evanskvrl\\)": 1,
+      "hypnolizard": 1,
+      "hypnosis": 1,
+      "in heat": 1,
+      "innie pussy": 2,
+      "inscryption": 1,
+      "inside": 2,
+      "intersex": 1,
+      "intersex penetrating": 1,
+      "intersex penetrating female": 1,
+      "intersex/female": 1,
+      "interspecies": 4,
+      "inviting": 1,
+      "jack \\(biffyjack94\\)": 1,
+      "jack-o'-lantern": 1,
+      "jessie \\(ruaidri\\)": 1,
+      "jewelry": 1,
+      "keyboard": 1,
+      "kneeling": 1,
+      "koppa \\(shiren the wanderer\\)": 1,
+      "lamp": 1,
+      "laptop": 1,
+      "lava lamp": 1,
+      "leaking cum": 1,
+      "leash": 1,
+      "leg warmers": 1,
+      "legs up": 2,
+      "legwear": 3,
+      "licking": 1,
+      "lily pad": 1,
+      "little red riding hood \\(copyright\\)": 1,
+      "long hair": 1,
+      "looking at another": 1,
+      "looking at viewer": 8,
+      "looking back": 4,
+      "looking back at viewer": 1,
+      "looking down": 1,
+      "looking down at viewer": 1,
+      "looking pleasured": 5,
+      "low-angle view": 1,
+      "lying": 6,
+      "machine": 1,
+      "male": 11,
+      "male anthro": 3,
+      "male penetrating": 2,
+      "male penetrating anthro": 1,
+      "male penetrating female": 2,
+      "male/ambiguous": 1,
+      "male/female": 3,
+      "male/male": 2,
+      "markings": 2,
+      "master": 1,
+      "mellow \\(wizzikt\\)": 3,
+      "mind control": 1,
+      "multi nipple": 2,
+      "multicolored body": 2,
+      "multicolored fur": 1,
+      "multicolored tail": 1,
+      "musk": 1,
+      "musk drunk": 1,
+      "musk worship": 1,
+      "musky balls": 1,
+      "musky cock": 1,
+      "mustelid pussy": 1,
+      "nails": 1,
+      "narrowed eyes": 1,
+      "navel": 1,
+      "necktie": 1,
+      "nidhala \\(ruaidri\\)": 1,
+      "nipple piercing": 1,
+      "nipples": 7,
+      "nirvana": 1,
+      "norm \\(perfectlynormal\\)": 1,
+      "nude": 7,
+      "nude anthro": 2,
+      "nude female": 1,
+      "null": 1,
+      "office chair": 1,
+      "on back": 6,
+      "on bed": 1,
+      "on bench": 1,
+      "one eye closed": 1,
+      "open clothing": 1,
+      "open hoodie": 1,
+      "open mouth": 5,
+      "open shirt": 1,
+      "open topwear": 1,
+      "oral": 3,
+      "orange eyes": 1,
+      "orgasm": 4,
+      "orgasm face": 2,
+      "outdoor nudity": 1,
+      "outside": 1,
+      "outside sex": 2,
+      "panting": 1,
+      "parasol": 1,
+      "partially clothed": 1,
+      "patreon": 1,
+      "patreon logo": 1,
+      "patreon username": 1,
+      "pattern clothing": 1,
+      "pattern legwear": 1,
+      "pawpads": 8,
+      "paws": 6,
+      "penetration": 3,
+      "penile": 4,
+      "penile penetration": 2,
+      "penis": 5,
+      "penis grab": 1,
+      "penis in pussy": 1,
+      "penis sniffing": 1,
+      "penis worship": 1,
+      "perineum": 3,
+      "petplay": 1,
+      "piercing": 1,
+      "pink anus": 1,
+      "pink areola": 1,
+      "pink background": 1,
+      "pink nipples": 1,
+      "pink nose": 2,
+      "pink pawpads": 3,
+      "plant": 4,
+      "plantigrade": 1,
+      "plump labia": 2,
+      "poster": 1,
+      "precum": 2,
+      "presenting": 6,
+      "presenting anus": 5,
+      "presenting balls": 1,
+      "presenting hindquarters": 3,
+      "presenting pussy": 3,
+      "pubes": 1,
+      "public": 2,
+      "public erection": 1,
+      "public nudity": 1,
+      "public sex": 2,
+      "pull out": 1,
+      "pumpkin": 1,
+      "pupils": 1,
+      "pussy": 6,
+      "raised tail": 3,
+      "rating_explicit": 17,
+      "rating_questionable": 1,
+      "rating_safe": 2,
+      "rear view": 2,
+      "red clothing": 1,
+      "red sweater": 1,
+      "red topwear": 1,
+      "rimming": 1,
+      "ring": 2,
+      "roleplay": 1,
+      "rope": 1,
+      "rope knot": 1,
+      "round glasses": 2,
+      "saliva": 2,
+      "sand": 1,
+      "sara \\(cassiethesnekwolf\\)": 1,
+      "scentplay": 1,
+      "sea": 1,
+      "seaside": 1,
+      "seductive": 1,
+      "semi-anthro": 1,
+      "serena \\(ruaidri\\)": 3,
+      "sex": 6,
+      "sex on the beach": 1,
+      "shaking": 2,
+      "shiren the wanderer": 1,
+      "shirt": 2,
+      "shorts": 1,
+      "simple background": 5,
+      "sitting": 3,
+      "sitting on another": 1,
+      "sitting on ball": 1,
+      "size difference": 2,
+      "slave": 1,
+      "slim": 1,
+      "small breasts": 1,
+      "small dom big sub": 1,
+      "smile": 4,
+      "smiling at viewer": 1,
+      "sniffing": 1,
+      "socks": 1,
+      "sofa": 2,
+      "soles": 3,
+      "solo": 13,
+      "speech bubble": 1,
+      "spike chunsoft": 1,
+      "spread anus": 1,
+      "spread butt": 1,
+      "spread legs": 2,
+      "spreading": 3,
+      "standing": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stockings": 1,
+      "striped clothing": 1,
+      "striped legwear": 1,
+      "stripes": 1,
+      "sunglasses": 1,
+      "sweat": 3,
+      "sweater": 1,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "swimwear": 1,
+      "table": 1,
+      "tablet": 1,
+      "tablet pen": 1,
+      "tahlia \\(ruaidri\\)": 1,
+      "tail": 13,
+      "tail anus": 1,
+      "tail grab": 1,
+      "tail markings": 2,
+      "talking to viewer": 2,
+      "tan body": 2,
+      "tan fur": 2,
+      "teeth": 3,
+      "text": 7,
+      "thick thighs": 2,
+      "thigh highs": 1,
+      "toe claws": 3,
+      "toeless legwear": 1,
+      "toes": 3,
+      "tongue": 6,
+      "tongue out": 3,
+      "topwear": 3,
+      "tre": 1,
+      "tree": 1,
+      "trembling": 2,
+      "triangular anus": 1,
+      "trio": 1,
+      "tuft": 2,
+      "two tone body": 1,
+      "two tone fur": 1,
+      "vaginal": 2,
+      "vaginal fluids": 1,
+      "vaginal penetration": 2,
+      "verbal": 1,
+      "verbal domination": 1,
+      "walking": 1,
+      "water": 2,
+      "weekly": 1,
+      "whiskers": 4,
+      "white body": 7,
+      "white clothing": 1,
+      "white fur": 7,
+      "white hair": 1,
+      "white shirt": 1,
+      "white topwear": 1,
+      "wolf guy \\(ruaidri\\)": 1,
+      "worship": 1,
+      "worshiping": 1,
+      "y anus": 1,
+      "yellow background": 1,
+      "yellow eyes": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717082029.2560377,
+  "ss_training_started_at": 1717073570.2183285,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "9a6f0114",
+  "sshs_model_hash": "b591ed28108f36d85c362b3f01ee8c597730d5d09fb3b5b35f2fecf772c19b64"
+}

tests/weasel-v2e400/stoat-v2e400.json

@@ -0,0 +1,947 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-05-30T17:57:38",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "stoat",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 2,
+        "resolution": [
+          352,
+          704
+        ]
+      },
+      "1": {
+        "count": 2,
+        "resolution": [
+          384,
+          640
+        ]
+      },
+      "10": {
+        "count": 2,
+        "resolution": [
+          672,
+          384
+        ]
+      },
+      "11": {
+        "count": 4,
+        "resolution": [
+          704,
+          352
+        ]
+      },
+      "2": {
+        "count": 22,
+        "resolution": [
+          416,
+          608
+        ]
+      },
+      "3": {
+        "count": 14,
+        "resolution": [
+          448,
+          576
+        ]
+      },
+      "4": {
+        "count": 2,
+        "resolution": [
+          480,
+          544
+        ]
+      },
+      "5": {
+        "count": 6,
+        "resolution": [
+          512,
+          512
+        ]
+      },
+      "6": {
+        "count": 6,
+        "resolution": [
+          544,
+          480
+        ]
+      },
+      "7": {
+        "count": 10,
+        "resolution": [
+          576,
+          448
+        ]
+      },
+      "8": {
+        "count": 8,
+        "resolution": [
+          608,
+          416
+        ]
+      },
+      "9": {
+        "count": 2,
+        "resolution": [
+          640,
+          384
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.030679756026106397
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "2_stoat": {
+      "img_count": 20,
+      "n_repeats": 2
+    },
+    "2_weasel": {
+      "img_count": 20,
+      "n_repeats": 2
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 200,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": false,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 8,
+  "ss_num_epochs": 200,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 80,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "stoat",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99",
+  "ss_seed": 1262429789,
+  "ss_session_id": 951204896,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "2_stoat": {
+      "4 toes": 2,
+      "5 toes": 1,
+      "a beautifully rendered digital painting of a small white-furred stoat standing upright on its hind legs.": 1,
+      "a charming stoat character sits atop the carton while another is depicted in motion at the base.": 1,
+      "a feral white-furred stoat with a slightly smug expression standing with arms crossed.": 1,
+      "a fictional “stoat milk” carton designed with a light blue color scheme and adorned with playful illustrations of white stoats.": 1,
+      "a stoat captured in a moment of alertness.": 1,
+      "a stoat in a natural setting with its front paws delicately balanced on a rock.": 1,
+      "a stoat in a poised stance on a gravelly surface.": 1,
+      "a stoat in a vibrant grassy environment showcasing its slender body with a brown fur coat on the upper part and a white underbelly.": 1,
+      "a stoat in its natural habitat surrounded by lush greenery.": 1,
+      "a stoat in its natural setting.": 1,
+      "a stoat in its summer coat characterized by the brown fur on its back and sides contrasting with the white underbelly.": 1,
+      "a whimsical and humorous illustration of a stoat submerged in an empty glass with its body contorted to fit inside.": 1,
+      "a white stoat in a snowy environment showcasing its winter camouflage.": 1,
+      "a white stoat in its winter coat standing alert on a rocky surface with patches of snow.": 1,
+      "a white stoat known for its slender body and agility peeking out from a cozy burrow amidst a snowy landscape.": 1,
+      "ambiguous gender": 4,
+      "ambiguous on human": 1,
+      "anal": 1,
+      "anal penetration": 1,
+      "animal genitalia": 1,
+      "animal penis": 1,
+      "anus": 1,
+      "arthropod": 1,
+      "balls": 2,
+      "bedroom eyes": 1,
+      "bestiality": 1,
+      "big penis": 1,
+      "black nose": 1,
+      "blue eyes": 5,
+      "blush": 2,
+      "bodily fluids": 2,
+      "brown body": 6,
+      "brown fur": 7,
+      "butt": 1,
+      "by boloid": 1,
+      "by geosaiko1267": 1,
+      "by manmosu marimo": 1,
+      "by momou": 1,
+      "by moth sprout": 1,
+      "by reysi": 2,
+      "by shesterrni": 1,
+      "by spooky dune": 1,
+      "by tamberella": 1,
+      "carton": 2,
+      "censor bar": 1,
+      "censored": 1,
+      "censored genitalia": 1,
+      "censored penis": 1,
+      "claws": 2,
+      "clitoris": 1,
+      "clothing": 1,
+      "container": 1,
+      "crossed arms": 1,
+      "cum": 1,
+      "cum from mouth": 1,
+      "cum in ass": 1,
+      "cum in mouth": 1,
+      "cum inside": 1,
+      "cum through": 1,
+      "cum vomit": 1,
+      "cup": 1,
+      "dark body": 1,
+      "dark skin": 1,
+      "deep penetration": 1,
+      "detailed background": 1,
+      "digital media \\(artwork\\)": 2,
+      "digitigrade": 1,
+      "dipstick tail": 3,
+      "disembodied hand": 1,
+      "duo": 1,
+      "electronics": 1,
+      "erection": 1,
+      "faceless character": 1,
+      "faceless human": 1,
+      "faceless male": 1,
+      "featureless crotch": 1,
+      "feet": 3,
+      "female": 4,
+      "feral": 20,
+      "feral penetrated": 1,
+      "fingering": 1,
+      "flat chested": 1,
+      "fleshlight position": 1,
+      "flower": 2,
+      "forced": 1,
+      "fret": 1,
+      "fur": 19,
+      "genital fluids": 1,
+      "genitals": 5,
+      "ghost hands": 1,
+      "glass": 1,
+      "glass container": 1,
+      "glass cup": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "grass": 4,
+      "green eyes": 3,
+      "group": 1,
+      "gundam": 1,
+      "gundam build divers": 1,
+      "hat": 1,
+      "headgear": 1,
+      "headgear only": 1,
+      "headwear": 1,
+      "headwear only": 1,
+      "human on feral": 1,
+      "human penetrating": 1,
+      "human penetrating feral": 1,
+      "humanoid genitalia": 2,
+      "humanoid penis": 1,
+      "humanoid pussy": 1,
+      "humor": 2,
+      "ineffective censorship": 1,
+      "inscryption": 1,
+      "insect": 1,
+      "interspecies": 1,
+      "it appears alert and poised possibly on the lookout for prey or cautiously observing its surroundings.": 1,
+      "it has a slender body adorned with brown and white fur accented by darker brown stripes and spots.": 1,
+      "it is backlit with an eerie green glow highlighting its fur.": 1,
+      "it seems to be near a piece of wood or bark surrounded by tall grasses that are slightly blurred indicating a shallow depth of field used in the photograph.": 1,
+      "its dark eyes and small nose are the only features that stand out in this winter wonderland drawing attention to the creature’s alertness and curiosity.": 1,
+      "its eyes are closed and the pink nose stands out against the white backdrop suggesting it might be resting or engaging with its surroundings.": 1,
+      "its eyes are keen and observant.": 1,
+      "its eyes are sharp and focused indicating its alertness and its small rounded ears are perked up suggesting curiosity or attentiveness.": 1,
+      "its fur blends seamlessly with the snowy environment providing excellent camouflage against predators.": 1,
+      "its fur is brown with a white underbelly typical for the species in summer.": 1,
+      "its pink paw pads add a cute touch to the character.": 1,
+      "its small rounded ears are perked up and it has a keen gaze with dark eyes and a pointed snout complete with whiskers.": 1,
+      "its tail is notably bushy with a gradient of dark to light fur.": 1,
+      "koppa \\(shiren the wanderer\\)": 1,
+      "large penetration": 1,
+      "larger human": 1,
+      "larger male": 1,
+      "legs up": 1,
+      "light body": 1,
+      "light fur": 1,
+      "living condom": 1,
+      "looking at viewer": 5,
+      "lying": 1,
+      "machine": 1,
+      "male": 2,
+      "male on feral": 1,
+      "male/ambiguous": 1,
+      "mammal": 1,
+      "markings": 3,
+      "masturbation": 1,
+      "milk": 1,
+      "monitor": 1,
+      "mostly nude": 1,
+      "mostly offscreen character": 1,
+      "multicolored tail": 1,
+      "narrowed eyes": 1,
+      "on side": 1,
+      "outside": 9,
+      "p03 \\(inscryption\\)": 1,
+      "pawpads": 2,
+      "paws": 4,
+      "penetration": 1,
+      "penile": 2,
+      "penile masturbation": 1,
+      "penile penetration": 1,
+      "penis": 2,
+      "penis in ass": 1,
+      "photo": 9,
+      "photo \\(medium\\)": 6,
+      "photography \\(artwork\\)": 10,
+      "pink pawpads": 1,
+      "plant": 6,
+      "presenting": 1,
+      "presenting balls": 1,
+      "pun": 2,
+      "pussy": 3,
+      "rape": 1,
+      "rating_explicit": 5,
+      "rating_safe": 15,
+      "real": 9,
+      "realistic": 8,
+      "ridiculous fit": 1,
+      "rommel \\(gundam build divers\\)": 1,
+      "seductive": 1,
+      "semi-anthro": 1,
+      "set against a black background.": 1,
+      "sex": 1,
+      "sheath": 1,
+      "sheath play": 1,
+      "shiren the wanderer": 1,
+      "simple background": 3,
+      "size difference": 1,
+      "smaller ambiguous": 1,
+      "smaller feral": 1,
+      "smaller penetrated": 1,
+      "snow": 2,
+      "solo": 17,
+      "solo focus": 1,
+      "spike chunsoft": 1,
+      "spread legs": 2,
+      "spreading": 2,
+      "standing": 1,
+      "stoat": 18,
+      "stoat \\(inscryption\\)": 1,
+      "stylized illustration of a stoat.": 1,
+      "sweat": 2,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "sweaty penis": 1,
+      "tail": 4,
+      "tail grab": 1,
+      "tail markings": 3,
+      "tears": 1,
+      "the animal stands on its hind legs amidst a field of green grass showcasing its brown and white fur characteristic of the species.": 1,
+      "the animal's slender body is covered in brown fur with a creamy white underbelly and chest typical of its species.": 1,
+      "the artist's signature is visible near the bottom of the image.": 1,
+      "the artwork is signed by the artist \"boloid\" and notes that it was inspired by @moth_sprout dated 10/20/22.": 1,
+      "the background features a simple stylized setting with a table surface and wall in muted blue tones.": 1,
+      "the background is a dreamy blend of pastel hues primarily purples; blues and pinks with specks of light that resemble stars or sparkling particles.": 1,
+      "the background is dark emphasizing the glowing elements and the creature's confident pose.": 1,
+      "the blurred background hints at a rocky shelter.": 1,
+      "the blurred background with hints of green foliage suggests a natural outdoor habitat.": 1,
+      "the blurred green background emphasizes the stoat’s sharp stance suggesting it might be scanning for potential threats or prey.": 1,
+      "the carton’s label features bold lettering that reads “stoat milk” with a whimsical ingredients list consisting solely of “stoat” repeated multiple times.": 1,
+      "the creature is bathed in a magical ethereal light that gives its fur a glowing almost luminescent quality.": 1,
+      "the creature is positioned in front of a futuristic mechanical device resembling a robotic arm or control panel also emitting a green light.": 1,
+      "the creature’s front paws are neatly placed near its chest while its hind legs are spread out.": 1,
+      "the daylight enhances the stoat's fur and the surrounding environment highlighting the animal's alertness and its excellent camouflage in the wild.": 1,
+      "the overall aesthetic suggests a blend of sci-fi and fantasy with the creature appearing to be in control of the machinery behind it.": 1,
+      "the overall atmosphere of the painting is whimsical and enchanting creating a sense of wonder and fantasy.": 1,
+      "the overall design is a creative and amusing take on traditional milk packaging substituting the expected dairy content with these lively little mammals.": 1,
+      "the overall style combines cartoonish elements with a clean sketch-like finish creating a lighthearted and engaging visual.": 1,
+      "the product boasts “100% stoat!!” and includes a lighthearted warning: “do not shake. stoat inside": 1,
+      "the stoat is depicted with its legs and head in various directions showcasing its flexibility.": 1,
+      "the stoat is in sharp focus with its head turned towards the camera revealing its round ears and dark eyes.": 1,
+      "the stoat seems to be cautiously peering around possibly in search of prey or simply surveying its environment.": 1,
+      "the stoat's black eyes and pink nose stand out against the stark whiteness of its fur highlighting its keen senses that are vital for survival in the wild.": 1,
+      "the stoat's body is sleek and slender with short legs and a long neck all covered in immaculate white fur.": 1,
+      "the stoat's head is turned slightly to the side giving it a curious look.": 1,
+      "the stoat’s fur is a rich brown on its back transitioning to a pure white on its underbelly a coloration that provides camouflage in the wild.": 1,
+      "the stoat’s fur is predominantly brown with a contrasting creamy white underbelly and facial area.": 1,
+      "the stoat’s posture is alert with its head raised and ears perked up indicating it might be attentive to sounds or movements in its vicinity.": 1,
+      "the stoat’s pristine white fur blends harmoniously with the surrounding snow providing it with an excellent disguise against predators.": 1,
+      "the stoat’s sharp features such as its pointed snout and black eyes are highlighted against the soft green backdrop of its natural habitat.": 1,
+      "the sunlight reflecting off the snow adds a sparkle to the scene.": 1,
+      "the text \"stoat milk\" is playfully integrated into the image curving around the glass.": 1,
+      "toes": 3,
+      "tree": 1,
+      "vaginal": 1,
+      "vaginal fingering": 1,
+      "vein": 1,
+      "veiny penis": 1,
+      "visual pun": 2,
+      "whiskers": 10,
+      "white background": 1,
+      "white body": 15,
+      "white fur": 15,
+      "winter": 1,
+      "with dark beady eyes and small rounded ears the stoat appears focused and attentive to its surroundings.": 1,
+      "” emphasizing the carton’s imaginative concept of containing live stoats rather than actual milk.": 1
+    },
+    "2_weasel": {
+      "4 fingers": 1,
+      "4 toes": 2,
+      "5 fingers": 2,
+      "5 toes": 1,
+      "abdominal bulge": 1,
+      "african dog": 1,
+      "aleutia": 1,
+      "ambiguous penetration": 1,
+      "anal": 1,
+      "anal orgasm": 1,
+      "animal genitalia": 1,
+      "anthro": 14,
+      "anthro on anthro": 6,
+      "anthro penetrated": 3,
+      "anthro penetrating": 3,
+      "anthro penetrating anthro": 3,
+      "anus": 8,
+      "anus only": 1,
+      "areola": 1,
+      "arms tied": 1,
+      "arms tied behind back": 1,
+      "aroused": 1,
+      "aurora \\(ruaidri\\)": 2,
+      "avian": 1,
+      "b1r-d13": 1,
+      "backsack": 3,
+      "ball": 1,
+      "balls": 6,
+      "balls outline": 1,
+      "band merch": 1,
+      "bandage": 1,
+      "barefoot": 1,
+      "bdsm": 2,
+      "beach": 1,
+      "beach umbrella": 1,
+      "beckoning": 1,
+      "bed": 1,
+      "bedding": 1,
+      "bedding background": 1,
+      "bedroom eyes": 1,
+      "begging": 1,
+      "being watched": 1,
+      "belly": 1,
+      "bench": 1,
+      "bfct": 1,
+      "big bad wolf": 1,
+      "big butt": 3,
+      "big tail": 1,
+      "bikini": 1,
+      "bikini bottom": 1,
+      "bikini top": 1,
+      "billiard ball": 1,
+      "billiard table": 1,
+      "biped": 5,
+      "black body": 2,
+      "black border": 1,
+      "black fur": 2,
+      "black necktie": 1,
+      "black nose": 1,
+      "blacksad": 1,
+      "blue eyes": 1,
+      "blush": 6,
+      "bodily fluids": 9,
+      "bondage": 1,
+      "bookshelf": 1,
+      "border": 1,
+      "bottomless": 5,
+      "bottomless anthro": 2,
+      "bottomless female": 2,
+      "bottomless gynomorph": 1,
+      "bottomless intersex": 1,
+      "bottomless male": 1,
+      "bottomwear": 1,
+      "bound": 3,
+      "breasts": 6,
+      "breath": 1,
+      "brown body": 8,
+      "brown fur": 6,
+      "bulge": 1,
+      "bulge from behind": 1,
+      "busty feral": 1,
+      "butt": 8,
+      "butt grab": 1,
+      "butt heart": 2,
+      "by ajin": 1,
+      "by conditional dnp": 2,
+      "by edesk": 1,
+      "by falvie": 1,
+      "by ichigodawashi": 1,
+      "by jumpy jackal": 1,
+      "by manmosu marimo": 1,
+      "by milligram smile": 1,
+      "by oddwilds": 1,
+      "by perfectlynormal": 1,
+      "by ruaidri": 4,
+      "by spuydjeks": 1,
+      "by tailgrip": 1,
+      "by totesfleisch8": 1,
+      "by wizzikt": 3,
+      "by zackary911": 1,
+      "casual sex": 1,
+      "chair": 1,
+      "cheek tuft": 1,
+      "chest tuft": 1,
+      "chibi": 1,
+      "chief smirnov": 1,
+      "claws": 7,
+      "clothed": 8,
+      "clothed anthro": 2,
+      "clothed female": 1,
+      "clothed feral": 1,
+      "clothed male": 2,
+      "clothed/nude": 2,
+      "clothing": 10,
+      "coffee mug": 1,
+      "collar": 1,
+      "computer": 2,
+      "cooper mordaut": 1,
+      "coshi \\(dekuscrub\\)": 1,
+      "countershading": 1,
+      "cue stick": 1,
+      "cum": 6,
+      "cum drip": 1,
+      "cum expulsion": 1,
+      "cum fart": 1,
+      "cum from ass": 1,
+      "cum in ass": 1,
+      "cum in pussy": 1,
+      "cum inside": 3,
+      "cum on body": 1,
+      "cum on breasts": 1,
+      "cum on face": 1,
+      "cum on ground": 1,
+      "cum on leg": 1,
+      "cum on penis": 1,
+      "cumshot": 2,
+      "cute fangs": 1,
+      "detailed background": 4,
+      "detailed bulge": 1,
+      "dialogue": 4,
+      "digitigrade": 3,
+      "dipstick tail": 2,
+      "dolphin shorts": 1,
+      "dominant": 1,
+      "door": 1,
+      "dr. rasa \\(ruaidri\\)": 1,
+      "dripping": 1,
+      "drooling": 1,
+      "duo": 5,
+      "duo focus": 1,
+      "egyptian": 1,
+      "ejaculation": 2,
+      "electronics": 2,
+      "emanata": 1,
+      "empty eyes": 1,
+      "english text": 1,
+      "erection": 3,
+      "exercise ball": 1,
+      "exhibitionism": 1,
+      "eyelashes": 1,
+      "eyes closed": 3,
+      "eyewear": 6,
+      "faceless character": 1,
+      "faceless male": 1,
+      "facesitting": 1,
+      "facial tuft": 1,
+      "fairy tales": 1,
+      "fangs": 2,
+      "farv \\(funkyknife\\)": 1,
+      "featureless crotch": 1,
+      "feet": 3,
+      "fellatio": 2,
+      "female": 9,
+      "female penetrated": 3,
+      "femboy": 4,
+      "feral": 8,
+      "finger claws": 1,
+      "finger in mouth": 1,
+      "fingers": 4,
+      "fluffy": 1,
+      "fluffy tail": 1,
+      "food": 2,
+      "foot focus": 1,
+      "footwear": 1,
+      "forest": 1,
+      "fries": 1,
+      "fruit": 1,
+      "fur": 16,
+      "fur pattern": 1,
+      "furniture": 5,
+      "genital fluids": 8,
+      "genital outline": 1,
+      "genitals": 16,
+      "gesture": 1,
+      "glasses": 6,
+      "glistening": 1,
+      "glistening anus": 1,
+      "glistening genitalia": 1,
+      "glistening pussy": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "green eyes": 1,
+      "grey background": 1,
+      "grey body": 2,
+      "grey eyes": 1,
+      "grey fur": 2,
+      "group": 2,
+      "gynomorph": 1,
+      "gynomorph penetrating": 1,
+      "gynomorph penetrating female": 1,
+      "gynomorph/female": 1,
+      "hair": 5,
+      "half-erect": 1,
+      "halloween": 2,
+      "hand on butt": 1,
+      "hand on face": 1,
+      "hands-free": 1,
+      "happy": 1,
+      "happy sex": 1,
+      "hat": 2,
+      "headgear": 2,
+      "headwear": 2,
+      "heart eyes": 1,
+      "heart symbol": 3,
+      "hindpaw": 1,
+      "holding food": 1,
+      "holding object": 1,
+      "holding tail": 2,
+      "holidays": 2,
+      "hoodie": 2,
+      "hotpants": 1,
+      "humanoid genitalia": 3,
+      "humanoid penis": 3,
+      "hunter \\(evanskvrl\\)": 1,
+      "hypnolizard": 1,
+      "hypnosis": 1,
+      "in heat": 1,
+      "innie pussy": 2,
+      "inscryption": 1,
+      "inside": 2,
+      "intersex": 1,
+      "intersex penetrating": 1,
+      "intersex penetrating female": 1,
+      "intersex/female": 1,
+      "interspecies": 4,
+      "inviting": 1,
+      "jack \\(biffyjack94\\)": 1,
+      "jack-o'-lantern": 1,
+      "jessie \\(ruaidri\\)": 1,
+      "jewelry": 1,
+      "keyboard": 1,
+      "kneeling": 1,
+      "kobold": 1,
+      "koppa \\(shiren the wanderer\\)": 1,
+      "lamp": 1,
+      "laptop": 1,
+      "lava lamp": 1,
+      "leaking cum": 1,
+      "leash": 1,
+      "leg warmers": 1,
+      "legs up": 2,
+      "legwear": 3,
+      "licking": 1,
+      "lily pad": 1,
+      "little red riding hood \\(copyright\\)": 1,
+      "long hair": 1,
+      "looking at another": 1,
+      "looking at viewer": 8,
+      "looking back": 4,
+      "looking back at viewer": 1,
+      "looking down": 1,
+      "looking down at viewer": 1,
+      "looking pleasured": 5,
+      "low-angle view": 1,
+      "lying": 6,
+      "machine": 1,
+      "male": 11,
+      "male anthro": 3,
+      "male penetrating": 2,
+      "male penetrating anthro": 1,
+      "male penetrating female": 2,
+      "male/ambiguous": 1,
+      "male/female": 3,
+      "male/male": 2,
+      "markings": 2,
+      "master": 1,
+      "mellow \\(wizzikt\\)": 3,
+      "mind control": 1,
+      "multi nipple": 2,
+      "multicolored body": 2,
+      "multicolored fur": 1,
+      "multicolored tail": 1,
+      "musk": 1,
+      "musk drunk": 1,
+      "musk worship": 1,
+      "musky balls": 1,
+      "musky cock": 1,
+      "mustelid pussy": 1,
+      "nails": 1,
+      "narrowed eyes": 1,
+      "navel": 1,
+      "necktie": 1,
+      "nidhala \\(ruaidri\\)": 1,
+      "nipple piercing": 1,
+      "nipples": 7,
+      "nirvana": 1,
+      "norm \\(perfectlynormal\\)": 1,
+      "nude": 7,
+      "nude anthro": 2,
+      "nude female": 1,
+      "null": 1,
+      "office chair": 1,
+      "on back": 6,
+      "on bed": 1,
+      "on bench": 1,
+      "one eye closed": 1,
+      "open clothing": 1,
+      "open hoodie": 1,
+      "open mouth": 5,
+      "open shirt": 1,
+      "open topwear": 1,
+      "oral": 3,
+      "orange eyes": 1,
+      "orgasm": 4,
+      "orgasm face": 2,
+      "outdoor nudity": 1,
+      "outside": 1,
+      "outside sex": 2,
+      "panting": 1,
+      "parasol": 1,
+      "partially clothed": 1,
+      "patreon": 1,
+      "patreon logo": 1,
+      "patreon username": 1,
+      "pattern clothing": 1,
+      "pattern legwear": 1,
+      "pawpads": 8,
+      "paws": 6,
+      "penetration": 3,
+      "penile": 4,
+      "penile penetration": 2,
+      "penis": 5,
+      "penis grab": 1,
+      "penis in pussy": 1,
+      "penis sniffing": 1,
+      "penis worship": 1,
+      "perineum": 3,
+      "petplay": 1,
+      "piercing": 1,
+      "pink anus": 1,
+      "pink areola": 1,
+      "pink background": 1,
+      "pink nipples": 1,
+      "pink nose": 2,
+      "pink pawpads": 3,
+      "plant": 4,
+      "plantigrade": 1,
+      "plump labia": 2,
+      "poster": 1,
+      "precum": 2,
+      "presenting": 6,
+      "presenting anus": 5,
+      "presenting balls": 1,
+      "presenting hindquarters": 3,
+      "presenting pussy": 3,
+      "pubes": 1,
+      "public": 2,
+      "public erection": 1,
+      "public nudity": 1,
+      "public sex": 2,
+      "pull out": 1,
+      "pumpkin": 1,
+      "pupils": 1,
+      "pussy": 6,
+      "raised tail": 3,
+      "rating_explicit": 17,
+      "rating_questionable": 1,
+      "rating_safe": 2,
+      "rear view": 2,
+      "red clothing": 1,
+      "red sweater": 1,
+      "red topwear": 1,
+      "rimming": 1,
+      "ring": 2,
+      "roleplay": 1,
+      "rope": 1,
+      "rope knot": 1,
+      "round glasses": 2,
+      "saliva": 2,
+      "sand": 1,
+      "sara \\(cassiethesnekwolf\\)": 1,
+      "scentplay": 1,
+      "sea": 1,
+      "seaside": 1,
+      "seductive": 1,
+      "semi-anthro": 1,
+      "serena \\(ruaidri\\)": 3,
+      "sex": 6,
+      "sex on the beach": 1,
+      "shaking": 2,
+      "shiren the wanderer": 1,
+      "shirt": 2,
+      "shorts": 1,
+      "simple background": 5,
+      "sitting": 3,
+      "sitting on another": 1,
+      "sitting on ball": 1,
+      "size difference": 2,
+      "slave": 1,
+      "slim": 1,
+      "small breasts": 1,
+      "small dom big sub": 1,
+      "smile": 4,
+      "smiling at viewer": 1,
+      "sniffing": 1,
+      "socks": 1,
+      "sofa": 2,
+      "soles": 3,
+      "solo": 13,
+      "speech bubble": 1,
+      "spike chunsoft": 1,
+      "spread anus": 1,
+      "spread butt": 1,
+      "spread legs": 2,
+      "spreading": 3,
+      "standing": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stockings": 1,
+      "striped clothing": 1,
+      "striped legwear": 1,
+      "stripes": 1,
+      "sunglasses": 1,
+      "sweat": 3,
+      "sweater": 1,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "swimwear": 1,
+      "table": 1,
+      "tablet": 1,
+      "tablet pen": 1,
+      "tahlia \\(ruaidri\\)": 1,
+      "tail": 13,
+      "tail anus": 1,
+      "tail grab": 1,
+      "tail markings": 2,
+      "talking to viewer": 2,
+      "tan body": 2,
+      "tan fur": 2,
+      "teeth": 3,
+      "text": 7,
+      "thick thighs": 2,
+      "thigh highs": 1,
+      "toe claws": 3,
+      "toeless legwear": 1,
+      "toes": 3,
+      "tongue": 6,
+      "tongue out": 3,
+      "topwear": 3,
+      "tre": 1,
+      "tree": 1,
+      "trembling": 2,
+      "triangular anus": 1,
+      "trio": 1,
+      "tuft": 2,
+      "two tone body": 1,
+      "two tone fur": 1,
+      "vaginal": 2,
+      "vaginal fluids": 1,
+      "vaginal penetration": 2,
+      "verbal": 1,
+      "verbal domination": 1,
+      "walking": 1,
+      "water": 2,
+      "weasel": 19,
+      "weekly": 1,
+      "whiskers": 4,
+      "white body": 7,
+      "white clothing": 1,
+      "white fur": 7,
+      "white hair": 1,
+      "white shirt": 1,
+      "white topwear": 1,
+      "wolf": 2,
+      "wolf guy \\(ruaidri\\)": 1,
+      "worship": 1,
+      "worshiping": 1,
+      "y anus": 1,
+      "yellow background": 1,
+      "yellow eyes": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717091858.1772346,
+  "ss_training_started_at": 1717083276.8080034,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "b0caf6fe",
+  "sshs_model_hash": "e5f86288fa3a6e891cfcddce545bf0892a9e2f716be364eda00f9b0a137943a0"
+}

tests/weasel-v3e400/weasel-v3e400.json

@@ -0,0 +1,1042 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-05-31T11:33:46",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "stoat",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 2,
+        "resolution": [
+          352,
+          704
+        ]
+      },
+      "1": {
+        "count": 1,
+        "resolution": [
+          352,
+          736
+        ]
+      },
+      "10": {
+        "count": 2,
+        "resolution": [
+          640,
+          384
+        ]
+      },
+      "11": {
+        "count": 1,
+        "resolution": [
+          672,
+          384
+        ]
+      },
+      "12": {
+        "count": 2,
+        "resolution": [
+          704,
+          352
+        ]
+      },
+      "2": {
+        "count": 1,
+        "resolution": [
+          384,
+          640
+        ]
+      },
+      "3": {
+        "count": 16,
+        "resolution": [
+          416,
+          608
+        ]
+      },
+      "4": {
+        "count": 11,
+        "resolution": [
+          448,
+          576
+        ]
+      },
+      "5": {
+        "count": 2,
+        "resolution": [
+          480,
+          544
+        ]
+      },
+      "6": {
+        "count": 4,
+        "resolution": [
+          512,
+          512
+        ]
+      },
+      "7": {
+        "count": 5,
+        "resolution": [
+          544,
+          480
+        ]
+      },
+      "8": {
+        "count": 9,
+        "resolution": [
+          576,
+          448
+        ]
+      },
+      "9": {
+        "count": 6,
+        "resolution": [
+          608,
+          416
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.03048658950102444
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_feral_weasel": {
+      "img_count": 28,
+      "n_repeats": 1
+    },
+    "2_anthro_weasel": {
+      "img_count": 17,
+      "n_repeats": 2
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 200,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": false,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 8,
+  "ss_num_epochs": 200,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 62,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "stoat",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99",
+  "ss_seed": 1734554409,
+  "ss_session_id": 1270095765,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_feral_weasel": {
+      "5 toes": 2,
+      "a beautifully rendered digital painting of a small white-furred weasel standing upright on its hind legs.": 1,
+      "a charming stoat character sits atop the carton while another is depicted in motion at the base.": 1,
+      "a feral white-furred weasel with a slightly smug expression standing with arms crossed.": 1,
+      "a fictional “stoat milk” carton designed with a light blue color scheme and adorned with playful illustrations of white stoats.": 1,
+      "a weasel captured in a moment of alertness.": 1,
+      "a weasel in a natural setting with its front paws delicately balanced on a rock.": 1,
+      "a weasel in a poised stance on a gravelly surface.": 1,
+      "a weasel in a vibrant grassy environment showcasing its slender body with a brown fur coat on the upper part and a white underbelly.": 1,
+      "a weasel in its natural habitat surrounded by lush greenery.": 1,
+      "a weasel in its natural setting.": 1,
+      "a weasel in its summer coat characterized by the brown fur on its back and sides contrasting with the white underbelly.": 1,
+      "a whimsical and humorous illustration of a weasel submerged in an empty glass with its body contorted to fit inside.": 1,
+      "a white stoat in its winter coat standing alert on a rocky surface with patches of snow.": 1,
+      "a white weasel in a snowy environment showcasing its winter camouflage.": 1,
+      "a white weasel known for its slender body and agility peeking out from a cozy burrow amidst a snowy landscape.": 1,
+      "absurd res": 1,
+      "ambiguous gender": 4,
+      "ambiguous on human": 1,
+      "anal": 3,
+      "anal fingering": 1,
+      "anal orgasm": 2,
+      "anal penetration": 3,
+      "anatomically correct": 1,
+      "anatomically correct genitalia": 1,
+      "anatomically correct penis": 1,
+      "animal genitalia": 5,
+      "animal penis": 4,
+      "anus": 5,
+      "anus only": 1,
+      "avian": 1,
+      "balls": 6,
+      "barefoot": 1,
+      "bdsm": 1,
+      "bedding": 1,
+      "bedding background": 1,
+      "bedroom eyes": 1,
+      "begging": 1,
+      "belly": 1,
+      "bestiality": 1,
+      "big dom small sub": 1,
+      "big penis": 1,
+      "bird": 1,
+      "bite": 1,
+      "black nose": 2,
+      "blue eyes": 6,
+      "blush": 5,
+      "bodily fluids": 6,
+      "bondage": 1,
+      "bottomless": 1,
+      "bound": 1,
+      "breath": 2,
+      "brown body": 8,
+      "brown feathers": 1,
+      "brown fur": 8,
+      "butt": 4,
+      "by boloid": 1,
+      "by conditional dnp": 1,
+      "by falvie": 1,
+      "by geosaiko1267": 1,
+      "by ichigodawashi": 1,
+      "by manmosu marimo": 2,
+      "by momou": 1,
+      "by moth sprout": 1,
+      "by perfectlynormal": 1,
+      "by shesterrni": 1,
+      "by spooky dune": 1,
+      "by tailgrip": 1,
+      "by tamberella": 1,
+      "candy": 1,
+      "carton": 2,
+      "censor bar": 1,
+      "censored": 1,
+      "censored genitalia": 1,
+      "censored penis": 1,
+      "cheek tuft": 1,
+      "chibi": 1,
+      "claws": 1,
+      "cloacal penis": 1,
+      "clothed": 1,
+      "clothed feral": 1,
+      "clothing": 2,
+      "container": 1,
+      "cooper mordaut": 1,
+      "crossed arms": 1,
+      "crouching": 1,
+      "cum": 4,
+      "cum from mouth": 1,
+      "cum in ass": 1,
+      "cum in mouth": 2,
+      "cum inside": 2,
+      "cum on self": 1,
+      "cum through": 1,
+      "cum vomit": 1,
+      "cum while penetrated": 2,
+      "cumshot": 2,
+      "cup": 1,
+      "cute fangs": 1,
+      "dark body": 1,
+      "dark skin": 1,
+      "deep penetration": 1,
+      "dessert": 1,
+      "detailed background": 1,
+      "dialogue": 1,
+      "digital media (artwork)": 3,
+      "digital media \\(artwork\\)": 2,
+      "digitigrade": 1,
+      "dipstick tail": 4,
+      "domestic ferret": 1,
+      "dragon": 2,
+      "duo": 6,
+      "ejaculation": 2,
+      "electronics": 2,
+      "erection": 5,
+      "eyes closed": 1,
+      "faceless character": 1,
+      "faceless human": 1,
+      "faceless male": 1,
+      "facial tuft": 1,
+      "feathers": 1,
+      "featureless crotch": 2,
+      "feet": 2,
+      "felid": 1,
+      "feline": 1,
+      "fellatio": 1,
+      "female": 4,
+      "feral": 28,
+      "feral on feral": 2,
+      "feral penetrated": 1,
+      "fingering": 1,
+      "fleshlight position": 1,
+      "flower": 2,
+      "food": 3,
+      "forced": 1,
+      "fret": 1,
+      "fries": 1,
+      "from front position": 1,
+      "fruit": 1,
+      "fur": 25,
+      "fur pattern": 1,
+      "genital fluids": 5,
+      "genital slit": 1,
+      "genitals": 9,
+      "glass": 1,
+      "glass container": 1,
+      "glass cup": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "grass": 4,
+      "green body": 1,
+      "green eyes": 1,
+      "green scales": 2,
+      "grey body": 1,
+      "grey fur": 1,
+      "gundam": 1,
+      "gundam build divers": 1,
+      "halloween": 1,
+      "hands-free": 2,
+      "hat": 2,
+      "headgear": 2,
+      "headgear only": 1,
+      "headwear": 2,
+      "headwear only": 1,
+      "hi res": 2,
+      "holding food": 1,
+      "holding object": 1,
+      "holding tail": 1,
+      "holidays": 1,
+      "hoodie": 1,
+      "hooked penis": 1,
+      "human on feral": 1,
+      "human penetrating": 1,
+      "human penetrating feral": 1,
+      "humanoid genitalia": 2,
+      "humanoid penis": 1,
+      "humanoid pussy": 1,
+      "humor": 2,
+      "in heat": 1,
+      "ineffective censorship": 1,
+      "inscryption": 1,
+      "interspecies": 2,
+      "inviting": 1,
+      "irl": 3,
+      "it appears alert and poised possibly on the lookout for prey or cautiously observing its surroundings.": 1,
+      "it has a slender body adorned with brown and white fur accented by darker brown stripes and spots.": 1,
+      "it is backlit with an eerie green glow highlighting its fur.": 1,
+      "it seems to be near a piece of wood or bark surrounded by tall grasses that are slightly blurred indicating a shallow depth of field used in the photograph.": 1,
+      "its dark eyes and small nose are the only features that stand out in this winter wonderland drawing attention to the creature’s alertness and curiosity.": 1,
+      "its eyes are closed and the pink nose stands out against the white backdrop suggesting it might be resting or engaging with its surroundings.": 1,
+      "its eyes are keen and observant.": 1,
+      "its eyes are sharp and focused indicating its alertness and its small rounded ears are perked up suggesting curiosity or attentiveness.": 1,
+      "its fur blends seamlessly with the snowy environment providing excellent camouflage against predators.": 1,
+      "its fur is brown with a white underbelly typical for the species in summer.": 1,
+      "its pink paw pads add a cute touch to the character.": 1,
+      "its small rounded ears are perked up and it has a keen gaze with dark eyes and a pointed snout complete with whiskers.": 1,
+      "its tail is notably bushy with a gradient of dark to light fur.": 1,
+      "jack-o'-lantern": 1,
+      "koppa \\(shiren the wanderer\\)": 2,
+      "large penetration": 1,
+      "larger human": 1,
+      "larger male": 2,
+      "legs up": 1,
+      "light body": 1,
+      "light fur": 1,
+      "living condom": 1,
+      "looking at viewer": 5,
+      "looking back": 1,
+      "lying": 5,
+      "lynx": 1,
+      "machine": 1,
+      "male": 7,
+      "male on feral": 1,
+      "male/ambiguous": 1,
+      "male/female": 1,
+      "male/male": 3,
+      "mammal": 1,
+      "markings": 3,
+      "masturbation": 1,
+      "membrane (anatomy)": 2,
+      "membranous wings": 2,
+      "milk": 1,
+      "monitor": 1,
+      "mostly nude": 1,
+      "mostly offscreen character": 1,
+      "multi nipple": 1,
+      "multicolored tail": 1,
+      "mustelid": 28,
+      "mustelid penis": 2,
+      "mustelid pussy": 1,
+      "musteline": 28,
+      "mythological creature": 1,
+      "mythological scalie": 1,
+      "mythology": 1,
+      "narrowed eyes": 1,
+      "nipples": 1,
+      "norm \\(perfectlynormal\\)": 1,
+      "null": 1,
+      "on back": 4,
+      "on side": 1,
+      "one eye closed": 1,
+      "open mouth": 2,
+      "oral": 2,
+      "orgasm": 2,
+      "outside": 9,
+      "owl": 1,
+      "p03 \\(inscryption\\)": 1,
+      "panting": 2,
+      "pawpads": 6,
+      "paws": 5,
+      "penetration": 4,
+      "penile": 3,
+      "penile masturbation": 1,
+      "penile penetration": 3,
+      "penis": 6,
+      "penis in ass": 2,
+      "perineum": 1,
+      "phone": 1,
+      "photo": 8,
+      "photo \\(medium\\)": 5,
+      "photography \\(artwork\\)": 10,
+      "pink nose": 2,
+      "pink pawpads": 2,
+      "plant": 7,
+      "plump labia": 1,
+      "precum": 1,
+      "presenting": 4,
+      "presenting anus": 1,
+      "presenting balls": 1,
+      "presenting hindquarters": 1,
+      "presenting pussy": 1,
+      "prostate stimulation": 1,
+      "pumpkin": 1,
+      "pun": 2,
+      "pussy": 3,
+      "pussy juice puddle": 1,
+      "raised tail": 2,
+      "rape": 2,
+      "rating_explicit": 6,
+      "rating_safe": 17,
+      "real": 9,
+      "realistic": 7,
+      "reptile": 2,
+      "reverse cowgirl position": 1,
+      "ridiculous fit": 1,
+      "rimming": 1,
+      "rommel \\(gundam build divers\\)": 1,
+      "scales": 2,
+      "scalie": 2,
+      "seductive": 1,
+      "selwyn": 1,
+      "semi-anthro": 1,
+      "set against a black background.": 1,
+      "sex": 5,
+      "sheath": 2,
+      "sheath play": 1,
+      "shiren the wanderer": 2,
+      "short tail": 3,
+      "simple background": 8,
+      "size difference": 4,
+      "smaller ambiguous": 1,
+      "smaller feral": 1,
+      "smaller male": 1,
+      "smaller penetrated": 1,
+      "smile": 1,
+      "snow": 2,
+      "soles": 1,
+      "solo": 21,
+      "spike chunsoft": 2,
+      "spread legs": 3,
+      "spreading": 3,
+      "standing": 1,
+      "stoat": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stylized illustration of a weasel.": 1,
+      "sweat": 3,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "sweaty penis": 1,
+      "tail": 10,
+      "tail anus": 1,
+      "tail grab": 1,
+      "tail markings": 3,
+      "talking to viewer": 1,
+      "tears": 1,
+      "text": 1,
+      "the animal stands on its hind legs amidst a field of green grass showcasing its brown and white fur characteristic of the species.": 1,
+      "the animal's slender body is covered in brown fur with a creamy white underbelly and chest typical of its species.": 1,
+      "the artist's signature is visible near the bottom of the image.": 1,
+      "the artwork is signed by the artist \"boloid\" and notes that it was inspired by @moth_sprout dated 10/20/22.": 1,
+      "the background features a simple stylized setting with a table surface and wall in muted blue tones.": 1,
+      "the background is a dreamy blend of pastel hues primarily purples; blues and pinks with specks of light that resemble stars or sparkling particles.": 1,
+      "the background is dark emphasizing the glowing elements and the creature's confident pose.": 1,
+      "the blurred background hints at a rocky shelter.": 1,
+      "the blurred background with hints of green foliage suggests a natural outdoor habitat.": 1,
+      "the blurred green background emphasizes the stoat’s sharp stance suggesting it might be scanning for potential threats or prey.": 1,
+      "the carton’s label features bold lettering that reads “stoat milk” with a whimsical ingredients list consisting solely of “stoat” repeated multiple times.": 1,
+      "the creature is bathed in a magical ethereal light that gives its fur a glowing almost luminescent quality.": 1,
+      "the creature is positioned in front of a futuristic mechanical device resembling a robotic arm or control panel also emitting a green light.": 1,
+      "the creature’s front paws are neatly placed near its chest while its hind legs are spread out.": 1,
+      "the daylight enhances the stoat's fur and the surrounding environment highlighting the animal's alertness and its excellent camouflage in the wild.": 1,
+      "the overall aesthetic suggests a blend of sci-fi and fantasy with the creature appearing to be in control of the machinery behind it.": 1,
+      "the overall atmosphere of the painting is whimsical and enchanting creating a sense of wonder and fantasy.": 1,
+      "the overall design is a creative and amusing take on traditional milk packaging substituting the expected dairy content with these lively little mammals.": 1,
+      "the overall style combines cartoonish elements with a clean sketch-like finish creating a lighthearted and engaging visual.": 1,
+      "the product boasts “100% stoat!!” and includes a lighthearted warning: “do not shake. stoat inside” emphasizing the carton’s imaginative concept of containing live stoats rather than actual milk.": 1,
+      "the sunlight reflecting off the snow adds a sparkle to the scene.": 1,
+      "the text \"stoat milk\" is playfully integrated into the image curving around the glass.": 1,
+      "the weasel is depicted with its legs and head in various directions showcasing its flexibility.": 1,
+      "the weasel is in sharp focus with its head turned towards the camera revealing its round ears and dark eyes.": 1,
+      "the weasel seems to be cautiously peering around possibly in search of prey or simply surveying its environment.": 1,
+      "the weasel's black eyes and pink nose stand out against the stark whiteness of its fur highlighting its keen senses that are vital for survival in the wild.": 1,
+      "the weasel's body is sleek and slender with short legs and a long neck all covered in immaculate white fur.": 1,
+      "the weasel's head is turned slightly to the side giving it a curious look.": 1,
+      "the weasel’s fur is a rich brown on its back transitioning to a pure white on its underbelly a coloration that provides camouflage in the wild.": 1,
+      "the weasel’s fur is predominantly brown with a contrasting creamy white underbelly and facial area.": 1,
+      "the weasel’s posture is alert with its head raised and ears perked up indicating it might be attentive to sounds or movements in its vicinity.": 1,
+      "the weasel’s pristine white fur blends harmoniously with the surrounding snow providing it with an excellent disguise against predators.": 1,
+      "the weasel’s sharp features such as its pointed snout and black eyes are highlighted against the soft green backdrop of its natural habitat.": 1,
+      "toes": 2,
+      "tongue": 1,
+      "tongue out": 1,
+      "topwear": 1,
+      "traditional media (artwork)": 1,
+      "traditional media \\(artwork\\)": 1,
+      "tree": 1,
+      "tuft": 1,
+      "vaginal fluids": 2,
+      "vein": 1,
+      "veiny penis": 1,
+      "visual pun": 2,
+      "weasel": 27,
+      "whiskers": 14,
+      "white background": 1,
+      "white body": 20,
+      "white fur": 20,
+      "wings": 2,
+      "winter": 1,
+      "with dark beady eyes and small rounded ears the stoat appears focused and attentive to its surroundings.": 1,
+      "yellow background": 1,
+      "yellow eyes": 1
+    },
+    "2_anthro_weasel": {
+      "4 fingers": 1,
+      "4 toes": 4,
+      "5 fingers": 2,
+      "abdominal bulge": 1,
+      "african dog": 1,
+      "aleutia": 1,
+      "ambiguous penetration": 1,
+      "anal": 1,
+      "anal orgasm": 1,
+      "anthro": 14,
+      "anthro on anthro": 6,
+      "anthro penetrated": 3,
+      "anthro penetrating": 3,
+      "anthro penetrating anthro": 3,
+      "anus": 6,
+      "areola": 1,
+      "arms tied": 1,
+      "arms tied behind back": 1,
+      "aroused": 1,
+      "aurora \\(ruaidri\\)": 2,
+      "avian": 1,
+      "b1r-d13": 1,
+      "backsack": 3,
+      "ball": 1,
+      "balls": 5,
+      "balls outline": 1,
+      "band merch": 1,
+      "bandage": 1,
+      "bdsm": 1,
+      "beach": 1,
+      "beach umbrella": 1,
+      "beckoning": 1,
+      "bed": 1,
+      "bedroom eyes": 1,
+      "being watched": 1,
+      "bench": 1,
+      "bfct": 1,
+      "big bad wolf": 1,
+      "big butt": 3,
+      "big tail": 1,
+      "bikini": 1,
+      "bikini bottom": 1,
+      "bikini top": 1,
+      "billiard ball": 1,
+      "billiard table": 1,
+      "biped": 5,
+      "black body": 2,
+      "black border": 1,
+      "black fur": 2,
+      "black necktie": 1,
+      "black nose": 1,
+      "blacksad": 1,
+      "blue eyes": 1,
+      "blush": 4,
+      "bodily fluids": 8,
+      "bookshelf": 1,
+      "border": 1,
+      "bottomless": 4,
+      "bottomless anthro": 2,
+      "bottomless female": 2,
+      "bottomless gynomorph": 1,
+      "bottomless intersex": 1,
+      "bottomless male": 1,
+      "bottomwear": 1,
+      "bound": 2,
+      "breasts": 6,
+      "brown body": 7,
+      "brown fur": 5,
+      "bulge": 1,
+      "bulge from behind": 1,
+      "busty feral": 1,
+      "butt": 7,
+      "butt grab": 1,
+      "butt heart": 2,
+      "by ajin": 1,
+      "by edesk": 1,
+      "by jumpy jackal": 1,
+      "by milligram smile": 1,
+      "by oddwilds": 1,
+      "by reysi": 2,
+      "by ruaidri": 4,
+      "by spuydjeks": 1,
+      "by totesfleisch8": 1,
+      "by wizzikt": 3,
+      "by zackary911": 1,
+      "casual sex": 1,
+      "chair": 1,
+      "chest tuft": 1,
+      "chief smirnov": 1,
+      "claws": 8,
+      "clitoris": 1,
+      "clothed": 7,
+      "clothed anthro": 2,
+      "clothed female": 1,
+      "clothed male": 2,
+      "clothed/nude": 2,
+      "clothing": 9,
+      "coffee mug": 1,
+      "collar": 1,
+      "computer": 2,
+      "coshi \\(dekuscrub\\)": 1,
+      "countershading": 1,
+      "cue stick": 1,
+      "cum": 6,
+      "cum drip": 1,
+      "cum expulsion": 1,
+      "cum fart": 1,
+      "cum from ass": 1,
+      "cum in ass": 1,
+      "cum in pussy": 1,
+      "cum inside": 3,
+      "cum on body": 1,
+      "cum on breasts": 1,
+      "cum on face": 1,
+      "cum on ground": 1,
+      "cum on leg": 1,
+      "cum on penis": 1,
+      "cumshot": 2,
+      "detailed background": 4,
+      "detailed bulge": 1,
+      "dialogue": 3,
+      "digitigrade": 3,
+      "dipstick tail": 2,
+      "disembodied hand": 1,
+      "dolphin shorts": 1,
+      "dominant": 1,
+      "door": 1,
+      "dr. rasa \\(ruaidri\\)": 1,
+      "dripping": 1,
+      "drooling": 1,
+      "duo": 5,
+      "duo focus": 1,
+      "egyptian": 1,
+      "ejaculation": 2,
+      "electronics": 2,
+      "emanata": 1,
+      "empty eyes": 1,
+      "english text": 1,
+      "erection": 3,
+      "exercise ball": 1,
+      "exhibitionism": 1,
+      "eyelashes": 1,
+      "eyes closed": 2,
+      "eyewear": 6,
+      "faceless character": 1,
+      "faceless male": 1,
+      "facesitting": 1,
+      "fairy tales": 1,
+      "fangs": 2,
+      "farv \\(funkyknife\\)": 1,
+      "feet": 4,
+      "fellatio": 2,
+      "female": 10,
+      "female penetrated": 3,
+      "femboy": 4,
+      "feral": 2,
+      "finger claws": 1,
+      "finger in mouth": 1,
+      "fingering": 1,
+      "fingers": 4,
+      "flat chested": 1,
+      "fluffy": 1,
+      "fluffy tail": 1,
+      "foot focus": 1,
+      "footwear": 1,
+      "forest": 1,
+      "fur": 14,
+      "furniture": 5,
+      "genital fluids": 7,
+      "genital outline": 1,
+      "genitals": 15,
+      "gesture": 1,
+      "ghost hands": 1,
+      "glasses": 6,
+      "glistening": 1,
+      "glistening anus": 1,
+      "glistening genitalia": 1,
+      "glistening pussy": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "green eyes": 3,
+      "grey background": 1,
+      "grey body": 2,
+      "grey eyes": 1,
+      "grey fur": 2,
+      "group": 3,
+      "gynomorph": 1,
+      "gynomorph penetrating": 1,
+      "gynomorph penetrating female": 1,
+      "gynomorph/female": 1,
+      "hair": 5,
+      "half-erect": 1,
+      "halloween": 1,
+      "hand on butt": 1,
+      "hand on face": 1,
+      "hands-free": 1,
+      "happy": 1,
+      "happy sex": 1,
+      "hat": 1,
+      "headgear": 1,
+      "headwear": 1,
+      "heart eyes": 1,
+      "heart symbol": 3,
+      "hindpaw": 1,
+      "holding tail": 1,
+      "holidays": 1,
+      "hoodie": 1,
+      "hotpants": 1,
+      "humanoid genitalia": 3,
+      "humanoid penis": 3,
+      "hunter \\(evanskvrl\\)": 1,
+      "hypnolizard": 1,
+      "hypnosis": 1,
+      "innie pussy": 2,
+      "inscryption": 1,
+      "inside": 2,
+      "intersex": 1,
+      "intersex penetrating": 1,
+      "intersex penetrating female": 1,
+      "intersex/female": 1,
+      "interspecies": 4,
+      "jack \\(biffyjack94\\)": 1,
+      "jessie \\(ruaidri\\)": 1,
+      "jewelry": 1,
+      "keyboard": 1,
+      "kneeling": 1,
+      "kobold": 1,
+      "lamp": 1,
+      "laptop": 1,
+      "lava lamp": 1,
+      "leaking cum": 1,
+      "leash": 1,
+      "leg warmers": 1,
+      "legs up": 2,
+      "legwear": 3,
+      "licking": 1,
+      "lily pad": 1,
+      "little red riding hood \\(copyright\\)": 1,
+      "long hair": 1,
+      "looking at another": 1,
+      "looking at viewer": 8,
+      "looking back": 4,
+      "looking back at viewer": 1,
+      "looking down": 1,
+      "looking down at viewer": 1,
+      "looking pleasured": 5,
+      "low-angle view": 1,
+      "lying": 4,
+      "machine": 1,
+      "male": 10,
+      "male anthro": 3,
+      "male penetrating": 2,
+      "male penetrating anthro": 1,
+      "male penetrating female": 2,
+      "male/ambiguous": 1,
+      "male/female": 3,
+      "male/male": 2,
+      "markings": 2,
+      "master": 1,
+      "mellow \\(wizzikt\\)": 3,
+      "mind control": 1,
+      "multi nipple": 1,
+      "multicolored body": 2,
+      "multicolored fur": 1,
+      "multicolored tail": 1,
+      "musk": 1,
+      "musk drunk": 1,
+      "musk worship": 1,
+      "musky balls": 1,
+      "musky cock": 1,
+      "mustelid": 17,
+      "musteline": 17,
+      "nails": 1,
+      "narrowed eyes": 1,
+      "navel": 1,
+      "necktie": 1,
+      "nidhala \\(ruaidri\\)": 1,
+      "nipple piercing": 1,
+      "nipples": 6,
+      "nirvana": 1,
+      "nude": 7,
+      "nude anthro": 2,
+      "nude female": 1,
+      "office chair": 1,
+      "on back": 4,
+      "on bed": 1,
+      "on bench": 1,
+      "one eye closed": 1,
+      "open clothing": 1,
+      "open hoodie": 1,
+      "open mouth": 4,
+      "open shirt": 1,
+      "open topwear": 1,
+      "oral": 3,
+      "orange eyes": 1,
+      "orgasm": 4,
+      "orgasm face": 2,
+      "outdoor nudity": 1,
+      "outside": 1,
+      "outside sex": 2,
+      "parasol": 1,
+      "partially clothed": 1,
+      "patreon": 1,
+      "patreon logo": 1,
+      "patreon username": 1,
+      "pattern clothing": 1,
+      "pattern legwear": 1,
+      "pawpads": 4,
+      "paws": 5,
+      "penetration": 3,
+      "penile": 4,
+      "penile penetration": 2,
+      "penis": 5,
+      "penis grab": 1,
+      "penis in pussy": 1,
+      "penis sniffing": 1,
+      "penis worship": 1,
+      "perineum": 2,
+      "petplay": 1,
+      "piercing": 1,
+      "pink anus": 1,
+      "pink areola": 1,
+      "pink background": 1,
+      "pink nipples": 1,
+      "pink nose": 1,
+      "pink pawpads": 2,
+      "plant": 3,
+      "plantigrade": 1,
+      "plump labia": 1,
+      "poster": 1,
+      "precum": 2,
+      "presenting": 4,
+      "presenting anus": 4,
+      "presenting balls": 1,
+      "presenting hindquarters": 3,
+      "presenting pussy": 2,
+      "pubes": 1,
+      "public": 2,
+      "public erection": 1,
+      "public nudity": 1,
+      "public sex": 2,
+      "pull out": 1,
+      "pupils": 1,
+      "pussy": 7,
+      "raised tail": 2,
+      "rating_explicit": 16,
+      "rating_questionable": 1,
+      "rear view": 2,
+      "red clothing": 1,
+      "red sweater": 1,
+      "red topwear": 1,
+      "rimming": 1,
+      "ring": 2,
+      "roleplay": 1,
+      "rope": 1,
+      "rope knot": 1,
+      "round glasses": 2,
+      "saliva": 2,
+      "sand": 1,
+      "sara \\(cassiethesnekwolf\\)": 1,
+      "scentplay": 1,
+      "sea": 1,
+      "seaside": 1,
+      "seductive": 1,
+      "semi-anthro": 4,
+      "serena \\(ruaidri\\)": 3,
+      "sex": 6,
+      "sex on the beach": 1,
+      "shaking": 2,
+      "shirt": 2,
+      "shorts": 1,
+      "simple background": 2,
+      "sitting": 3,
+      "sitting on another": 1,
+      "sitting on ball": 1,
+      "size difference": 2,
+      "slave": 1,
+      "slim": 1,
+      "small breasts": 1,
+      "small dom big sub": 1,
+      "smile": 4,
+      "smiling at viewer": 1,
+      "sniffing": 1,
+      "socks": 1,
+      "sofa": 2,
+      "soles": 2,
+      "solo": 9,
+      "solo focus": 1,
+      "speech bubble": 1,
+      "spread anus": 1,
+      "spread butt": 1,
+      "spread legs": 1,
+      "spreading": 2,
+      "standing": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stockings": 1,
+      "striped clothing": 1,
+      "striped legwear": 1,
+      "stripes": 1,
+      "sunglasses": 1,
+      "sweat": 2,
+      "sweater": 1,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "swimwear": 1,
+      "table": 1,
+      "tablet": 1,
+      "tablet pen": 1,
+      "tahlia \\(ruaidri\\)": 1,
+      "tail": 9,
+      "tail grab": 1,
+      "tail markings": 2,
+      "talking to viewer": 1,
+      "tan body": 2,
+      "tan fur": 2,
+      "teeth": 3,
+      "text": 6,
+      "thick thighs": 2,
+      "thigh highs": 1,
+      "toe claws": 3,
+      "toeless legwear": 1,
+      "toes": 4,
+      "tongue": 6,
+      "tongue out": 3,
+      "topwear": 2,
+      "tre": 1,
+      "tree": 1,
+      "trembling": 2,
+      "triangular anus": 1,
+      "trio": 1,
+      "tuft": 1,
+      "two tone body": 1,
+      "two tone fur": 1,
+      "vaginal": 3,
+      "vaginal fingering": 1,
+      "vaginal penetration": 2,
+      "verbal": 1,
+      "verbal domination": 1,
+      "walking": 1,
+      "water": 2,
+      "weasel": 17,
+      "weekly": 1,
+      "whiskers": 2,
+      "white body": 5,
+      "white clothing": 1,
+      "white fur": 5,
+      "white hair": 1,
+      "white shirt": 1,
+      "white topwear": 1,
+      "wolf": 2,
+      "wolf guy \\(ruaidri\\)": 1,
+      "worship": 1,
+      "worshiping": 1,
+      "y anus": 1,
+      "yellow eyes": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717155226.2415028,
+  "ss_training_started_at": 1717147420.1079128,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "379b7609",
+  "sshs_model_hash": "6a708a20675a0b10ef91bdce0c9dd6b0b140a77cfa22c84e84f472b754ec449f"
+}

tests/weasel-v4e400/weasel-v4e400.json

@@ -0,0 +1,1040 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-05-31T16:49:26",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "stoat",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 2,
+        "resolution": [
+          352,
+          704
+        ]
+      },
+      "1": {
+        "count": 1,
+        "resolution": [
+          352,
+          736
+        ]
+      },
+      "10": {
+        "count": 2,
+        "resolution": [
+          640,
+          384
+        ]
+      },
+      "11": {
+        "count": 1,
+        "resolution": [
+          672,
+          384
+        ]
+      },
+      "12": {
+        "count": 2,
+        "resolution": [
+          704,
+          352
+        ]
+      },
+      "2": {
+        "count": 1,
+        "resolution": [
+          384,
+          640
+        ]
+      },
+      "3": {
+        "count": 16,
+        "resolution": [
+          416,
+          608
+        ]
+      },
+      "4": {
+        "count": 11,
+        "resolution": [
+          448,
+          576
+        ]
+      },
+      "5": {
+        "count": 2,
+        "resolution": [
+          480,
+          544
+        ]
+      },
+      "6": {
+        "count": 4,
+        "resolution": [
+          512,
+          512
+        ]
+      },
+      "7": {
+        "count": 5,
+        "resolution": [
+          544,
+          480
+        ]
+      },
+      "8": {
+        "count": 9,
+        "resolution": [
+          576,
+          448
+        ]
+      },
+      "9": {
+        "count": 6,
+        "resolution": [
+          608,
+          416
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.03048658950102444
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_feral_weasel": {
+      "img_count": 28,
+      "n_repeats": 1
+    },
+    "2_anthro_weasel": {
+      "img_count": 17,
+      "n_repeats": 2
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 200,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 8,
+  "ss_num_epochs": 200,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 62,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "stoat",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99",
+  "ss_seed": 866766202,
+  "ss_session_id": 326378033,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_feral_weasel": {
+      "5 toes": 2,
+      "a beautifully rendered digital painting of a small white-furred weasel standing upright on its hind legs.": 1,
+      "a charming stoat character sits atop the carton while another is depicted in motion at the base.": 1,
+      "a feral white-furred weasel with a slightly smug expression standing with arms crossed.": 1,
+      "a fictional “stoat milk” carton designed with a light blue color scheme and adorned with playful illustrations of white stoats.": 1,
+      "a weasel captured in a moment of alertness.": 1,
+      "a weasel in a natural setting with its front paws delicately balanced on a rock.": 1,
+      "a weasel in a poised stance on a gravelly surface.": 1,
+      "a weasel in a vibrant grassy environment showcasing its slender body with a brown fur coat on the upper part and a white underbelly.": 1,
+      "a weasel in its natural habitat surrounded by lush greenery.": 1,
+      "a weasel in its natural setting.": 1,
+      "a weasel in its summer coat characterized by the brown fur on its back and sides contrasting with the white underbelly.": 1,
+      "a whimsical and humorous illustration of a weasel submerged in an empty glass with its body contorted to fit inside.": 1,
+      "a white stoat in its winter coat standing alert on a rocky surface with patches of snow.": 1,
+      "a white weasel in a snowy environment showcasing its winter camouflage.": 1,
+      "a white weasel known for its slender body and agility peeking out from a cozy burrow amidst a snowy landscape.": 1,
+      "absurd res": 1,
+      "ambiguous gender": 4,
+      "ambiguous on human": 1,
+      "anal": 3,
+      "anal fingering": 1,
+      "anal orgasm": 2,
+      "anal penetration": 3,
+      "anatomically correct": 1,
+      "anatomically correct genitalia": 1,
+      "anatomically correct penis": 1,
+      "animal genitalia": 5,
+      "animal penis": 4,
+      "anus": 5,
+      "anus only": 1,
+      "avian": 1,
+      "balls": 6,
+      "barefoot": 1,
+      "bdsm": 1,
+      "bedding": 1,
+      "bedding background": 1,
+      "bedroom eyes": 1,
+      "begging": 1,
+      "belly": 1,
+      "bestiality": 1,
+      "big dom small sub": 1,
+      "big penis": 1,
+      "bird": 1,
+      "bite": 1,
+      "black nose": 2,
+      "blue eyes": 6,
+      "blush": 5,
+      "bodily fluids": 6,
+      "bondage": 1,
+      "bottomless": 1,
+      "bound": 1,
+      "breath": 2,
+      "brown body": 8,
+      "brown feathers": 1,
+      "brown fur": 8,
+      "butt": 4,
+      "by boloid": 1,
+      "by conditional dnp": 1,
+      "by falvie": 1,
+      "by geosaiko1267": 1,
+      "by ichigodawashi": 1,
+      "by manmosu marimo": 2,
+      "by momou": 1,
+      "by moth sprout": 1,
+      "by perfectlynormal": 1,
+      "by shesterrni": 1,
+      "by spooky dune": 1,
+      "by tailgrip": 1,
+      "by tamberella": 1,
+      "candy": 1,
+      "carton": 2,
+      "censor bar": 1,
+      "censored": 1,
+      "censored genitalia": 1,
+      "censored penis": 1,
+      "cheek tuft": 1,
+      "chibi": 1,
+      "claws": 1,
+      "cloacal penis": 1,
+      "clothed": 1,
+      "clothed feral": 1,
+      "clothing": 2,
+      "container": 1,
+      "cooper mordaut": 1,
+      "crossed arms": 1,
+      "crouching": 1,
+      "cum": 4,
+      "cum from mouth": 1,
+      "cum in ass": 1,
+      "cum in mouth": 2,
+      "cum inside": 2,
+      "cum on self": 1,
+      "cum through": 1,
+      "cum vomit": 1,
+      "cum while penetrated": 2,
+      "cumshot": 2,
+      "cup": 1,
+      "cute fangs": 1,
+      "dark body": 1,
+      "dark skin": 1,
+      "deep penetration": 1,
+      "dessert": 1,
+      "detailed background": 1,
+      "dialogue": 1,
+      "digital media (artwork)": 3,
+      "digital media \\(artwork\\)": 2,
+      "digitigrade": 1,
+      "dipstick tail": 4,
+      "domestic ferret": 1,
+      "dragon": 2,
+      "duo": 6,
+      "ejaculation": 2,
+      "electronics": 2,
+      "erection": 5,
+      "eyes closed": 1,
+      "faceless character": 1,
+      "faceless human": 1,
+      "faceless male": 1,
+      "facial tuft": 1,
+      "feathers": 1,
+      "featureless crotch": 2,
+      "feet": 2,
+      "felid": 1,
+      "feline": 1,
+      "fellatio": 1,
+      "female": 4,
+      "feral": 28,
+      "feral on feral": 2,
+      "feral penetrated": 1,
+      "fingering": 1,
+      "fleshlight position": 1,
+      "flower": 2,
+      "food": 3,
+      "forced": 1,
+      "fret": 1,
+      "fries": 1,
+      "from front position": 1,
+      "fruit": 1,
+      "fur": 25,
+      "fur pattern": 1,
+      "genital fluids": 5,
+      "genital slit": 1,
+      "genitals": 9,
+      "glass": 1,
+      "glass container": 1,
+      "glass cup": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "grass": 4,
+      "green body": 1,
+      "green eyes": 1,
+      "green scales": 2,
+      "grey body": 1,
+      "grey fur": 1,
+      "gundam": 1,
+      "gundam build divers": 1,
+      "halloween": 1,
+      "hands-free": 2,
+      "hat": 2,
+      "headgear": 2,
+      "headgear only": 1,
+      "headwear": 2,
+      "headwear only": 1,
+      "hi res": 2,
+      "holding food": 1,
+      "holding object": 1,
+      "holding tail": 1,
+      "holidays": 1,
+      "hoodie": 1,
+      "hooked penis": 1,
+      "human on feral": 1,
+      "human penetrating": 1,
+      "human penetrating feral": 1,
+      "humanoid genitalia": 2,
+      "humanoid penis": 1,
+      "humanoid pussy": 1,
+      "humor": 2,
+      "in heat": 1,
+      "ineffective censorship": 1,
+      "inscryption": 1,
+      "interspecies": 2,
+      "inviting": 1,
+      "irl": 3,
+      "it appears alert and poised possibly on the lookout for prey or cautiously observing its surroundings.": 1,
+      "it has a slender body adorned with brown and white fur accented by darker brown stripes and spots.": 1,
+      "it is backlit with an eerie green glow highlighting its fur.": 1,
+      "it seems to be near a piece of wood or bark surrounded by tall grasses that are slightly blurred indicating a shallow depth of field used in the photograph.": 1,
+      "its dark eyes and small nose are the only features that stand out in this winter wonderland drawing attention to the creature’s alertness and curiosity.": 1,
+      "its eyes are closed and the pink nose stands out against the white backdrop suggesting it might be resting or engaging with its surroundings.": 1,
+      "its eyes are keen and observant.": 1,
+      "its eyes are sharp and focused indicating its alertness and its small rounded ears are perked up suggesting curiosity or attentiveness.": 1,
+      "its fur blends seamlessly with the snowy environment providing excellent camouflage against predators.": 1,
+      "its fur is brown with a white underbelly typical for the species in summer.": 1,
+      "its pink paw pads add a cute touch to the character.": 1,
+      "its small rounded ears are perked up and it has a keen gaze with dark eyes and a pointed snout complete with whiskers.": 1,
+      "its tail is notably bushy with a gradient of dark to light fur.": 1,
+      "jack-o'-lantern": 1,
+      "koppa \\(shiren the wanderer\\)": 2,
+      "large penetration": 1,
+      "larger human": 1,
+      "larger male": 2,
+      "legs up": 1,
+      "light body": 1,
+      "light fur": 1,
+      "living condom": 1,
+      "looking at viewer": 5,
+      "looking back": 1,
+      "lying": 5,
+      "lynx": 1,
+      "machine": 1,
+      "male": 7,
+      "male on feral": 1,
+      "male/ambiguous": 1,
+      "male/female": 1,
+      "male/male": 3,
+      "mammal": 1,
+      "markings": 3,
+      "masturbation": 1,
+      "membrane (anatomy)": 2,
+      "membranous wings": 2,
+      "milk": 1,
+      "monitor": 1,
+      "mostly nude": 1,
+      "mostly offscreen character": 1,
+      "multi nipple": 1,
+      "multicolored tail": 1,
+      "mustelid": 28,
+      "mustelid penis": 2,
+      "mustelid pussy": 1,
+      "musteline": 28,
+      "mythological creature": 1,
+      "mythological scalie": 1,
+      "mythology": 1,
+      "narrowed eyes": 1,
+      "nipples": 1,
+      "norm \\(perfectlynormal\\)": 1,
+      "null": 1,
+      "on back": 4,
+      "on side": 1,
+      "one eye closed": 1,
+      "open mouth": 2,
+      "oral": 2,
+      "orgasm": 2,
+      "outside": 9,
+      "owl": 1,
+      "p03 \\(inscryption\\)": 1,
+      "panting": 2,
+      "pawpads": 6,
+      "paws": 5,
+      "penetration": 4,
+      "penile": 3,
+      "penile masturbation": 1,
+      "penile penetration": 3,
+      "penis": 6,
+      "penis in ass": 2,
+      "perineum": 1,
+      "phone": 1,
+      "photo": 8,
+      "photo \\(medium\\)": 5,
+      "photography \\(artwork\\)": 10,
+      "pink nose": 2,
+      "pink pawpads": 2,
+      "plant": 7,
+      "plump labia": 1,
+      "precum": 1,
+      "presenting": 4,
+      "presenting anus": 1,
+      "presenting balls": 1,
+      "presenting hindquarters": 1,
+      "presenting pussy": 1,
+      "prostate stimulation": 1,
+      "pumpkin": 1,
+      "pun": 2,
+      "pussy": 3,
+      "pussy juice puddle": 1,
+      "raised tail": 2,
+      "rape": 2,
+      "rating_explicit": 6,
+      "rating_safe": 17,
+      "real": 9,
+      "realistic": 7,
+      "reptile": 2,
+      "reverse cowgirl position": 1,
+      "ridiculous fit": 1,
+      "rimming": 1,
+      "rommel \\(gundam build divers\\)": 1,
+      "scales": 2,
+      "scalie": 2,
+      "seductive": 1,
+      "selwyn": 1,
+      "semi-anthro": 1,
+      "set against a black background.": 1,
+      "sex": 5,
+      "sheath": 2,
+      "sheath play": 1,
+      "shiren the wanderer": 2,
+      "short tail": 3,
+      "simple background": 8,
+      "size difference": 4,
+      "smaller ambiguous": 1,
+      "smaller feral": 1,
+      "smaller male": 1,
+      "smaller penetrated": 1,
+      "smile": 1,
+      "snow": 2,
+      "soles": 1,
+      "solo": 21,
+      "spike chunsoft": 2,
+      "spread legs": 3,
+      "spreading": 3,
+      "standing": 1,
+      "stoat": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stylized illustration of a weasel.": 1,
+      "sweat": 3,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "sweaty penis": 1,
+      "tail": 10,
+      "tail anus": 1,
+      "tail grab": 1,
+      "tail markings": 3,
+      "talking to viewer": 1,
+      "tears": 1,
+      "text": 1,
+      "the animal stands on its hind legs amidst a field of green grass showcasing its brown and white fur characteristic of the species.": 1,
+      "the animal's slender body is covered in brown fur with a creamy white underbelly and chest typical of its species.": 1,
+      "the artist's signature is visible near the bottom of the image.": 1,
+      "the artwork is signed by the artist \"boloid\" and notes that it was inspired by @moth_sprout dated 10/20/22.": 1,
+      "the background features a simple stylized setting with a table surface and wall in muted blue tones.": 1,
+      "the background is a dreamy blend of pastel hues primarily purples; blues and pinks with specks of light that resemble stars or sparkling particles.": 1,
+      "the background is dark emphasizing the glowing elements and the creature's confident pose.": 1,
+      "the blurred background hints at a rocky shelter.": 1,
+      "the blurred background with hints of green foliage suggests a natural outdoor habitat.": 1,
+      "the blurred green background emphasizes the stoat’s sharp stance suggesting it might be scanning for potential threats or prey.": 1,
+      "the carton’s label features bold lettering that reads “stoat milk” with a whimsical ingredients list consisting solely of “stoat” repeated multiple times.": 1,
+      "the creature is bathed in a magical ethereal light that gives its fur a glowing almost luminescent quality.": 1,
+      "the creature is positioned in front of a futuristic mechanical device resembling a robotic arm or control panel also emitting a green light.": 1,
+      "the creature’s front paws are neatly placed near its chest while its hind legs are spread out.": 1,
+      "the daylight enhances the stoat's fur and the surrounding environment highlighting the animal's alertness and its excellent camouflage in the wild.": 1,
+      "the overall aesthetic suggests a blend of sci-fi and fantasy with the creature appearing to be in control of the machinery behind it.": 1,
+      "the overall atmosphere of the painting is whimsical and enchanting creating a sense of wonder and fantasy.": 1,
+      "the overall design is a creative and amusing take on traditional milk packaging substituting the expected dairy content with these lively little mammals.": 1,
+      "the overall style combines cartoonish elements with a clean sketch-like finish creating a lighthearted and engaging visual.": 1,
+      "the product boasts “100% stoat!!” and includes a lighthearted warning: “do not shake. stoat inside” emphasizing the carton’s imaginative concept of containing live stoats rather than actual milk.": 1,
+      "the sunlight reflecting off the snow adds a sparkle to the scene.": 1,
+      "the text \"stoat milk\" is playfully integrated into the image curving around the glass.": 1,
+      "the weasel is depicted with its legs and head in various directions showcasing its flexibility.": 1,
+      "the weasel is in sharp focus with its head turned towards the camera revealing its round ears and dark eyes.": 1,
+      "the weasel seems to be cautiously peering around possibly in search of prey or simply surveying its environment.": 1,
+      "the weasel's black eyes and pink nose stand out against the stark whiteness of its fur highlighting its keen senses that are vital for survival in the wild.": 1,
+      "the weasel's body is sleek and slender with short legs and a long neck all covered in immaculate white fur.": 1,
+      "the weasel's head is turned slightly to the side giving it a curious look.": 1,
+      "the weasel’s fur is a rich brown on its back transitioning to a pure white on its underbelly a coloration that provides camouflage in the wild.": 1,
+      "the weasel’s fur is predominantly brown with a contrasting creamy white underbelly and facial area.": 1,
+      "the weasel’s posture is alert with its head raised and ears perked up indicating it might be attentive to sounds or movements in its vicinity.": 1,
+      "the weasel’s pristine white fur blends harmoniously with the surrounding snow providing it with an excellent disguise against predators.": 1,
+      "the weasel’s sharp features such as its pointed snout and black eyes are highlighted against the soft green backdrop of its natural habitat.": 1,
+      "toes": 2,
+      "tongue": 1,
+      "tongue out": 1,
+      "topwear": 1,
+      "traditional media (artwork)": 1,
+      "traditional media \\(artwork\\)": 1,
+      "tree": 1,
+      "tuft": 1,
+      "vaginal fluids": 2,
+      "vein": 1,
+      "veiny penis": 1,
+      "visual pun": 2,
+      "weasel": 27,
+      "whiskers": 14,
+      "white background": 1,
+      "white body": 20,
+      "white fur": 20,
+      "wings": 2,
+      "winter": 1,
+      "with dark beady eyes and small rounded ears the stoat appears focused and attentive to its surroundings.": 1,
+      "yellow background": 1,
+      "yellow eyes": 1
+    },
+    "2_anthro_weasel": {
+      "4 fingers": 1,
+      "4 toes": 4,
+      "5 fingers": 2,
+      "abdominal bulge": 1,
+      "african dog": 1,
+      "aleutia": 1,
+      "ambiguous penetration": 1,
+      "anal": 1,
+      "anal orgasm": 1,
+      "anthro": 14,
+      "anthro on anthro": 6,
+      "anthro penetrated": 3,
+      "anthro penetrating": 3,
+      "anthro penetrating anthro": 3,
+      "anus": 6,
+      "areola": 1,
+      "arms tied": 1,
+      "arms tied behind back": 1,
+      "aroused": 1,
+      "aurora \\(ruaidri\\)": 2,
+      "avian": 1,
+      "b1r-d13": 1,
+      "backsack": 3,
+      "ball": 1,
+      "balls": 5,
+      "balls outline": 1,
+      "band merch": 1,
+      "bandage": 1,
+      "bdsm": 1,
+      "beach": 1,
+      "beach umbrella": 1,
+      "beckoning": 1,
+      "bed": 1,
+      "bedroom eyes": 1,
+      "being watched": 1,
+      "bench": 1,
+      "bfct": 1,
+      "big bad wolf": 1,
+      "big butt": 3,
+      "big tail": 1,
+      "bikini": 1,
+      "bikini bottom": 1,
+      "bikini top": 1,
+      "billiard ball": 1,
+      "billiard table": 1,
+      "biped": 5,
+      "black body": 2,
+      "black border": 1,
+      "black fur": 2,
+      "black necktie": 1,
+      "black nose": 1,
+      "blacksad": 1,
+      "blue eyes": 1,
+      "blush": 4,
+      "bodily fluids": 8,
+      "bookshelf": 1,
+      "border": 1,
+      "bottomless": 4,
+      "bottomless anthro": 2,
+      "bottomless female": 2,
+      "bottomless gynomorph": 1,
+      "bottomless intersex": 1,
+      "bottomless male": 1,
+      "bottomwear": 1,
+      "bound": 2,
+      "breasts": 6,
+      "brown body": 7,
+      "brown fur": 5,
+      "bulge": 1,
+      "bulge from behind": 1,
+      "butt": 7,
+      "butt grab": 1,
+      "butt heart": 2,
+      "by ajin": 1,
+      "by edesk": 1,
+      "by jumpy jackal": 1,
+      "by milligram smile": 1,
+      "by oddwilds": 1,
+      "by reysi": 2,
+      "by ruaidri": 4,
+      "by spuydjeks": 1,
+      "by totesfleisch8": 1,
+      "by wizzikt": 3,
+      "by zackary911": 1,
+      "casual sex": 1,
+      "chair": 1,
+      "chest tuft": 1,
+      "chief smirnov": 1,
+      "claws": 8,
+      "clitoris": 1,
+      "clothed": 7,
+      "clothed anthro": 2,
+      "clothed female": 1,
+      "clothed male": 2,
+      "clothed/nude": 2,
+      "clothing": 9,
+      "coffee mug": 1,
+      "collar": 1,
+      "computer": 2,
+      "coshi \\(dekuscrub\\)": 1,
+      "countershading": 1,
+      "cue stick": 1,
+      "cum": 6,
+      "cum drip": 1,
+      "cum expulsion": 1,
+      "cum fart": 1,
+      "cum from ass": 1,
+      "cum in ass": 1,
+      "cum in pussy": 1,
+      "cum inside": 3,
+      "cum on body": 1,
+      "cum on breasts": 1,
+      "cum on face": 1,
+      "cum on ground": 1,
+      "cum on leg": 1,
+      "cum on penis": 1,
+      "cumshot": 2,
+      "detailed background": 4,
+      "detailed bulge": 1,
+      "dialogue": 3,
+      "digitigrade": 3,
+      "dipstick tail": 2,
+      "disembodied hand": 1,
+      "dolphin shorts": 1,
+      "dominant": 1,
+      "door": 1,
+      "dr. rasa \\(ruaidri\\)": 1,
+      "dripping": 1,
+      "drooling": 1,
+      "duo": 5,
+      "duo focus": 1,
+      "egyptian": 1,
+      "ejaculation": 2,
+      "electronics": 2,
+      "emanata": 1,
+      "empty eyes": 1,
+      "english text": 1,
+      "erection": 3,
+      "exercise ball": 1,
+      "exhibitionism": 1,
+      "eyelashes": 1,
+      "eyes closed": 2,
+      "eyewear": 6,
+      "faceless character": 1,
+      "faceless male": 1,
+      "facesitting": 1,
+      "fairy tales": 1,
+      "fangs": 2,
+      "farv \\(funkyknife\\)": 1,
+      "feet": 4,
+      "fellatio": 2,
+      "female": 10,
+      "female penetrated": 3,
+      "femboy": 4,
+      "finger claws": 1,
+      "finger in mouth": 1,
+      "fingering": 1,
+      "fingers": 4,
+      "flat chested": 1,
+      "fluffy": 1,
+      "fluffy tail": 1,
+      "foot focus": 1,
+      "footwear": 1,
+      "forest": 1,
+      "fur": 14,
+      "furniture": 5,
+      "genital fluids": 7,
+      "genital outline": 1,
+      "genitals": 15,
+      "gesture": 1,
+      "ghost hands": 1,
+      "glasses": 6,
+      "glistening": 1,
+      "glistening anus": 1,
+      "glistening genitalia": 1,
+      "glistening pussy": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "green eyes": 3,
+      "grey background": 1,
+      "grey body": 2,
+      "grey eyes": 1,
+      "grey fur": 2,
+      "group": 3,
+      "gynomorph": 1,
+      "gynomorph penetrating": 1,
+      "gynomorph penetrating female": 1,
+      "gynomorph/female": 1,
+      "hair": 5,
+      "half-erect": 1,
+      "halloween": 1,
+      "hand on butt": 1,
+      "hand on face": 1,
+      "hands-free": 1,
+      "happy": 1,
+      "happy sex": 1,
+      "hat": 1,
+      "headgear": 1,
+      "headwear": 1,
+      "heart eyes": 1,
+      "heart symbol": 3,
+      "hindpaw": 1,
+      "holding tail": 1,
+      "holidays": 1,
+      "hoodie": 1,
+      "hotpants": 1,
+      "humanoid genitalia": 3,
+      "humanoid penis": 3,
+      "hunter \\(evanskvrl\\)": 1,
+      "hypnolizard": 1,
+      "hypnosis": 1,
+      "innie pussy": 2,
+      "inscryption": 1,
+      "inside": 2,
+      "intersex": 1,
+      "intersex penetrating": 1,
+      "intersex penetrating female": 1,
+      "intersex/female": 1,
+      "interspecies": 4,
+      "jack \\(biffyjack94\\)": 1,
+      "jessie \\(ruaidri\\)": 1,
+      "jewelry": 1,
+      "keyboard": 1,
+      "kneeling": 1,
+      "kobold": 1,
+      "lamp": 1,
+      "laptop": 1,
+      "lava lamp": 1,
+      "leaking cum": 1,
+      "leash": 1,
+      "leg warmers": 1,
+      "legs up": 2,
+      "legwear": 3,
+      "licking": 1,
+      "lily pad": 1,
+      "little red riding hood \\(copyright\\)": 1,
+      "long hair": 1,
+      "looking at another": 1,
+      "looking at viewer": 8,
+      "looking back": 4,
+      "looking back at viewer": 1,
+      "looking down": 1,
+      "looking down at viewer": 1,
+      "looking pleasured": 5,
+      "low-angle view": 1,
+      "lying": 4,
+      "machine": 1,
+      "male": 10,
+      "male anthro": 3,
+      "male penetrating": 2,
+      "male penetrating anthro": 1,
+      "male penetrating female": 2,
+      "male/ambiguous": 1,
+      "male/female": 3,
+      "male/male": 2,
+      "markings": 2,
+      "master": 1,
+      "mellow \\(wizzikt\\)": 3,
+      "mind control": 1,
+      "multi nipple": 1,
+      "multicolored body": 2,
+      "multicolored fur": 1,
+      "multicolored tail": 1,
+      "musk": 1,
+      "musk drunk": 1,
+      "musk worship": 1,
+      "musky balls": 1,
+      "musky cock": 1,
+      "mustelid": 17,
+      "musteline": 17,
+      "nails": 1,
+      "narrowed eyes": 1,
+      "navel": 1,
+      "necktie": 1,
+      "nidhala \\(ruaidri\\)": 1,
+      "nipple piercing": 1,
+      "nipples": 6,
+      "nirvana": 1,
+      "nude": 7,
+      "nude anthro": 2,
+      "nude female": 1,
+      "office chair": 1,
+      "on back": 4,
+      "on bed": 1,
+      "on bench": 1,
+      "one eye closed": 1,
+      "open clothing": 1,
+      "open hoodie": 1,
+      "open mouth": 4,
+      "open shirt": 1,
+      "open topwear": 1,
+      "oral": 3,
+      "orange eyes": 1,
+      "orgasm": 4,
+      "orgasm face": 2,
+      "outdoor nudity": 1,
+      "outside": 1,
+      "outside sex": 2,
+      "parasol": 1,
+      "partially clothed": 1,
+      "patreon": 1,
+      "patreon logo": 1,
+      "patreon username": 1,
+      "pattern clothing": 1,
+      "pattern legwear": 1,
+      "pawpads": 4,
+      "paws": 5,
+      "penetration": 3,
+      "penile": 4,
+      "penile penetration": 2,
+      "penis": 5,
+      "penis grab": 1,
+      "penis in pussy": 1,
+      "penis sniffing": 1,
+      "penis worship": 1,
+      "perineum": 2,
+      "petplay": 1,
+      "piercing": 1,
+      "pink anus": 1,
+      "pink areola": 1,
+      "pink background": 1,
+      "pink nipples": 1,
+      "pink nose": 1,
+      "pink pawpads": 2,
+      "plant": 3,
+      "plantigrade": 1,
+      "plump labia": 1,
+      "poster": 1,
+      "precum": 2,
+      "presenting": 4,
+      "presenting anus": 4,
+      "presenting balls": 1,
+      "presenting hindquarters": 3,
+      "presenting pussy": 2,
+      "pubes": 1,
+      "public": 2,
+      "public erection": 1,
+      "public nudity": 1,
+      "public sex": 2,
+      "pull out": 1,
+      "pupils": 1,
+      "pussy": 7,
+      "raised tail": 2,
+      "rating_explicit": 16,
+      "rating_questionable": 1,
+      "rear view": 2,
+      "red clothing": 1,
+      "red sweater": 1,
+      "red topwear": 1,
+      "rimming": 1,
+      "ring": 2,
+      "roleplay": 1,
+      "rope": 1,
+      "rope knot": 1,
+      "round glasses": 2,
+      "saliva": 2,
+      "sand": 1,
+      "sara \\(cassiethesnekwolf\\)": 1,
+      "scentplay": 1,
+      "sea": 1,
+      "seaside": 1,
+      "seductive": 1,
+      "semi-anthro": 4,
+      "serena \\(ruaidri\\)": 3,
+      "sex": 6,
+      "sex on the beach": 1,
+      "shaking": 2,
+      "shirt": 2,
+      "shorts": 1,
+      "simple background": 2,
+      "sitting": 3,
+      "sitting on another": 1,
+      "sitting on ball": 1,
+      "size difference": 2,
+      "slave": 1,
+      "slim": 1,
+      "small breasts": 1,
+      "small dom big sub": 1,
+      "smile": 4,
+      "smiling at viewer": 1,
+      "sniffing": 1,
+      "socks": 1,
+      "sofa": 2,
+      "soles": 2,
+      "solo": 9,
+      "solo focus": 1,
+      "speech bubble": 1,
+      "spread anus": 1,
+      "spread butt": 1,
+      "spread legs": 1,
+      "spreading": 2,
+      "standing": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stockings": 1,
+      "striped clothing": 1,
+      "striped legwear": 1,
+      "stripes": 1,
+      "sunglasses": 1,
+      "sweat": 2,
+      "sweater": 1,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "swimwear": 1,
+      "table": 1,
+      "tablet": 1,
+      "tablet pen": 1,
+      "tahlia \\(ruaidri\\)": 1,
+      "tail": 9,
+      "tail grab": 1,
+      "tail markings": 2,
+      "talking to viewer": 1,
+      "tan body": 2,
+      "tan fur": 2,
+      "teeth": 3,
+      "text": 6,
+      "thick thighs": 2,
+      "thigh highs": 1,
+      "toe claws": 3,
+      "toeless legwear": 1,
+      "toes": 4,
+      "tongue": 6,
+      "tongue out": 3,
+      "topwear": 2,
+      "tre": 1,
+      "tree": 1,
+      "trembling": 2,
+      "triangular anus": 1,
+      "trio": 1,
+      "tuft": 1,
+      "two tone body": 1,
+      "two tone fur": 1,
+      "vaginal": 3,
+      "vaginal fingering": 1,
+      "vaginal penetration": 2,
+      "verbal": 1,
+      "verbal domination": 1,
+      "walking": 1,
+      "water": 2,
+      "weasel": 17,
+      "weekly": 1,
+      "whiskers": 2,
+      "white body": 5,
+      "white clothing": 1,
+      "white fur": 5,
+      "white hair": 1,
+      "white shirt": 1,
+      "white topwear": 1,
+      "wolf": 2,
+      "wolf guy \\(ruaidri\\)": 1,
+      "worship": 1,
+      "worshiping": 1,
+      "y anus": 1,
+      "yellow eyes": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717174166.178478,
+  "ss_training_started_at": 1717165848.9218056,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "2740ed0b",
+  "sshs_model_hash": "533bce6cf7fba691c2c0b966f02cef234f7ebe02d5894e300932ab1aff47c171"
+}

tests/weasel-v5e400/weasel-v5e400.json

@@ -0,0 +1,1136 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-01T13:29:26",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "stoat",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 2,
+        "resolution": [
+          352,
+          704
+        ]
+      },
+      "1": {
+        "count": 1,
+        "resolution": [
+          352,
+          736
+        ]
+      },
+      "10": {
+        "count": 4,
+        "resolution": [
+          640,
+          384
+        ]
+      },
+      "11": {
+        "count": 1,
+        "resolution": [
+          672,
+          384
+        ]
+      },
+      "12": {
+        "count": 2,
+        "resolution": [
+          704,
+          352
+        ]
+      },
+      "2": {
+        "count": 1,
+        "resolution": [
+          384,
+          640
+        ]
+      },
+      "3": {
+        "count": 18,
+        "resolution": [
+          416,
+          608
+        ]
+      },
+      "4": {
+        "count": 11,
+        "resolution": [
+          448,
+          576
+        ]
+      },
+      "5": {
+        "count": 2,
+        "resolution": [
+          480,
+          544
+        ]
+      },
+      "6": {
+        "count": 4,
+        "resolution": [
+          512,
+          512
+        ]
+      },
+      "7": {
+        "count": 7,
+        "resolution": [
+          544,
+          480
+        ]
+      },
+      "8": {
+        "count": 13,
+        "resolution": [
+          576,
+          448
+        ]
+      },
+      "9": {
+        "count": 6,
+        "resolution": [
+          608,
+          416
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.0303938978341739
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_feral_weasel": {
+      "img_count": 28,
+      "n_repeats": 1
+    },
+    "2_anthro_weasel": {
+      "img_count": 22,
+      "n_repeats": 2
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 200,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 9,
+  "ss_num_epochs": 200,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 72,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "stoat",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": 1.0,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99",
+  "ss_seed": 3023656264,
+  "ss_session_id": 2540838988,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_feral_weasel": {
+      "5 toes": 2,
+      "a beautifully rendered digital painting of a small white-furred weasel standing upright on its hind legs.": 1,
+      "a charming stoat character sits atop the carton while another is depicted in motion at the base.": 1,
+      "a feral white-furred weasel with a slightly smug expression standing with arms crossed.": 1,
+      "a fictional “stoat milk” carton designed with a light blue color scheme and adorned with playful illustrations of white stoats.": 1,
+      "a weasel captured in a moment of alertness.": 1,
+      "a weasel in a natural setting with its front paws delicately balanced on a rock.": 1,
+      "a weasel in a poised stance on a gravelly surface.": 1,
+      "a weasel in a vibrant grassy environment showcasing its slender body with a brown fur coat on the upper part and a white underbelly.": 1,
+      "a weasel in its natural habitat surrounded by lush greenery.": 1,
+      "a weasel in its natural setting.": 1,
+      "a weasel in its summer coat characterized by the brown fur on its back and sides contrasting with the white underbelly.": 1,
+      "a whimsical and humorous illustration of a weasel submerged in an empty glass with its body contorted to fit inside.": 1,
+      "a white stoat in its winter coat standing alert on a rocky surface with patches of snow.": 1,
+      "a white weasel in a snowy environment showcasing its winter camouflage.": 1,
+      "a white weasel known for its slender body and agility peeking out from a cozy burrow amidst a snowy landscape.": 1,
+      "absurd res": 1,
+      "ambiguous gender": 4,
+      "ambiguous on human": 1,
+      "anal": 3,
+      "anal fingering": 1,
+      "anal orgasm": 2,
+      "anal penetration": 3,
+      "anatomically correct": 1,
+      "anatomically correct genitalia": 1,
+      "anatomically correct penis": 1,
+      "animal genitalia": 5,
+      "animal penis": 4,
+      "anus": 5,
+      "anus only": 1,
+      "avian": 1,
+      "balls": 6,
+      "barefoot": 1,
+      "bdsm": 1,
+      "bedding": 1,
+      "bedding background": 1,
+      "bedroom eyes": 1,
+      "begging": 1,
+      "belly": 1,
+      "bestiality": 1,
+      "big dom small sub": 1,
+      "big penis": 1,
+      "bird": 1,
+      "bite": 1,
+      "black nose": 2,
+      "blue eyes": 6,
+      "blush": 5,
+      "bodily fluids": 6,
+      "bondage": 1,
+      "bottomless": 1,
+      "bound": 1,
+      "breath": 2,
+      "brown body": 8,
+      "brown feathers": 1,
+      "brown fur": 8,
+      "butt": 4,
+      "by boloid": 1,
+      "by conditional dnp": 1,
+      "by falvie": 1,
+      "by geosaiko1267": 1,
+      "by ichigodawashi": 1,
+      "by manmosu marimo": 2,
+      "by momou": 1,
+      "by moth sprout": 1,
+      "by perfectlynormal": 1,
+      "by shesterrni": 1,
+      "by spooky dune": 1,
+      "by tailgrip": 1,
+      "by tamberella": 1,
+      "candy": 1,
+      "carton": 2,
+      "censor bar": 1,
+      "censored": 1,
+      "censored genitalia": 1,
+      "censored penis": 1,
+      "cheek tuft": 1,
+      "chibi": 1,
+      "claws": 1,
+      "cloacal penis": 1,
+      "clothed": 1,
+      "clothed feral": 1,
+      "clothing": 2,
+      "container": 1,
+      "cooper mordaut": 1,
+      "crossed arms": 1,
+      "crouching": 1,
+      "cum": 4,
+      "cum from mouth": 1,
+      "cum in ass": 1,
+      "cum in mouth": 2,
+      "cum inside": 2,
+      "cum on self": 1,
+      "cum through": 1,
+      "cum vomit": 1,
+      "cum while penetrated": 2,
+      "cumshot": 2,
+      "cup": 1,
+      "cute fangs": 1,
+      "dark body": 1,
+      "dark skin": 1,
+      "deep penetration": 1,
+      "dessert": 1,
+      "detailed background": 1,
+      "dialogue": 1,
+      "digital media (artwork)": 3,
+      "digital media \\(artwork\\)": 2,
+      "digitigrade": 1,
+      "dipstick tail": 4,
+      "domestic ferret": 1,
+      "dragon": 2,
+      "duo": 6,
+      "ejaculation": 2,
+      "electronics": 2,
+      "erection": 5,
+      "eyes closed": 1,
+      "faceless character": 1,
+      "faceless human": 1,
+      "faceless male": 1,
+      "facial tuft": 1,
+      "feathers": 1,
+      "featureless crotch": 2,
+      "feet": 2,
+      "felid": 1,
+      "feline": 1,
+      "fellatio": 1,
+      "female": 4,
+      "feral": 28,
+      "feral on feral": 2,
+      "feral penetrated": 1,
+      "fingering": 1,
+      "fleshlight position": 1,
+      "flower": 2,
+      "food": 3,
+      "forced": 1,
+      "fret": 1,
+      "fries": 1,
+      "from front position": 1,
+      "fruit": 1,
+      "fur": 25,
+      "fur pattern": 1,
+      "genital fluids": 5,
+      "genital slit": 1,
+      "genitals": 9,
+      "glass": 1,
+      "glass container": 1,
+      "glass cup": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "grass": 4,
+      "green body": 1,
+      "green eyes": 1,
+      "green scales": 2,
+      "grey body": 1,
+      "grey fur": 1,
+      "gundam": 1,
+      "gundam build divers": 1,
+      "halloween": 1,
+      "hands-free": 2,
+      "hat": 2,
+      "headgear": 2,
+      "headgear only": 1,
+      "headwear": 2,
+      "headwear only": 1,
+      "hi res": 2,
+      "holding food": 1,
+      "holding object": 1,
+      "holding tail": 1,
+      "holidays": 1,
+      "hoodie": 1,
+      "hooked penis": 1,
+      "human on feral": 1,
+      "human penetrating": 1,
+      "human penetrating feral": 1,
+      "humanoid genitalia": 2,
+      "humanoid penis": 1,
+      "humanoid pussy": 1,
+      "humor": 2,
+      "in heat": 1,
+      "ineffective censorship": 1,
+      "inscryption": 1,
+      "interspecies": 2,
+      "inviting": 1,
+      "irl": 3,
+      "it appears alert and poised possibly on the lookout for prey or cautiously observing its surroundings.": 1,
+      "it has a slender body adorned with brown and white fur accented by darker brown stripes and spots.": 1,
+      "it is backlit with an eerie green glow highlighting its fur.": 1,
+      "it seems to be near a piece of wood or bark surrounded by tall grasses that are slightly blurred indicating a shallow depth of field used in the photograph.": 1,
+      "its dark eyes and small nose are the only features that stand out in this winter wonderland drawing attention to the creature’s alertness and curiosity.": 1,
+      "its eyes are closed and the pink nose stands out against the white backdrop suggesting it might be resting or engaging with its surroundings.": 1,
+      "its eyes are keen and observant.": 1,
+      "its eyes are sharp and focused indicating its alertness and its small rounded ears are perked up suggesting curiosity or attentiveness.": 1,
+      "its fur blends seamlessly with the snowy environment providing excellent camouflage against predators.": 1,
+      "its fur is brown with a white underbelly typical for the species in summer.": 1,
+      "its pink paw pads add a cute touch to the character.": 1,
+      "its small rounded ears are perked up and it has a keen gaze with dark eyes and a pointed snout complete with whiskers.": 1,
+      "its tail is notably bushy with a gradient of dark to light fur.": 1,
+      "jack-o'-lantern": 1,
+      "koppa \\(shiren the wanderer\\)": 2,
+      "large penetration": 1,
+      "larger human": 1,
+      "larger male": 2,
+      "legs up": 1,
+      "light body": 1,
+      "light fur": 1,
+      "living condom": 1,
+      "looking at viewer": 5,
+      "looking back": 1,
+      "lying": 5,
+      "lynx": 1,
+      "machine": 1,
+      "male": 7,
+      "male on feral": 1,
+      "male/ambiguous": 1,
+      "male/female": 1,
+      "male/male": 3,
+      "mammal": 1,
+      "markings": 3,
+      "masturbation": 1,
+      "membrane (anatomy)": 2,
+      "membranous wings": 2,
+      "milk": 1,
+      "monitor": 1,
+      "mostly nude": 1,
+      "mostly offscreen character": 1,
+      "multi nipple": 1,
+      "multicolored tail": 1,
+      "mustelid": 28,
+      "mustelid penis": 2,
+      "mustelid pussy": 1,
+      "musteline": 28,
+      "mythological creature": 1,
+      "mythological scalie": 1,
+      "mythology": 1,
+      "narrowed eyes": 1,
+      "nipples": 1,
+      "norm \\(perfectlynormal\\)": 1,
+      "null": 1,
+      "on back": 4,
+      "on side": 1,
+      "one eye closed": 1,
+      "open mouth": 2,
+      "oral": 2,
+      "orgasm": 2,
+      "outside": 9,
+      "owl": 1,
+      "p03 \\(inscryption\\)": 1,
+      "panting": 2,
+      "pawpads": 6,
+      "paws": 5,
+      "penetration": 4,
+      "penile": 3,
+      "penile masturbation": 1,
+      "penile penetration": 3,
+      "penis": 6,
+      "penis in ass": 2,
+      "perineum": 1,
+      "phone": 1,
+      "photo": 8,
+      "photo \\(medium\\)": 5,
+      "photography \\(artwork\\)": 10,
+      "pink nose": 2,
+      "pink pawpads": 2,
+      "plant": 7,
+      "plump labia": 1,
+      "precum": 1,
+      "presenting": 4,
+      "presenting anus": 1,
+      "presenting balls": 1,
+      "presenting hindquarters": 1,
+      "presenting pussy": 1,
+      "prostate stimulation": 1,
+      "pumpkin": 1,
+      "pun": 2,
+      "pussy": 3,
+      "pussy juice puddle": 1,
+      "raised tail": 2,
+      "rape": 2,
+      "rating_explicit": 6,
+      "rating_safe": 17,
+      "real": 9,
+      "realistic": 7,
+      "reptile": 2,
+      "reverse cowgirl position": 1,
+      "ridiculous fit": 1,
+      "rimming": 1,
+      "rommel \\(gundam build divers\\)": 1,
+      "scales": 2,
+      "scalie": 2,
+      "seductive": 1,
+      "selwyn": 1,
+      "semi-anthro": 1,
+      "set against a black background.": 1,
+      "sex": 5,
+      "sheath": 2,
+      "sheath play": 1,
+      "shiren the wanderer": 2,
+      "short tail": 3,
+      "simple background": 8,
+      "size difference": 4,
+      "smaller ambiguous": 1,
+      "smaller feral": 1,
+      "smaller male": 1,
+      "smaller penetrated": 1,
+      "smile": 1,
+      "snow": 2,
+      "soles": 1,
+      "solo": 21,
+      "spike chunsoft": 2,
+      "spread legs": 3,
+      "spreading": 3,
+      "standing": 1,
+      "stoat": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stylized illustration of a weasel.": 1,
+      "sweat": 3,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "sweaty penis": 1,
+      "tail": 10,
+      "tail anus": 1,
+      "tail grab": 1,
+      "tail markings": 3,
+      "talking to viewer": 1,
+      "tears": 1,
+      "text": 1,
+      "the animal stands on its hind legs amidst a field of green grass showcasing its brown and white fur characteristic of the species.": 1,
+      "the animal's slender body is covered in brown fur with a creamy white underbelly and chest typical of its species.": 1,
+      "the artist's signature is visible near the bottom of the image.": 1,
+      "the artwork is signed by the artist \"boloid\" and notes that it was inspired by @moth_sprout dated 10/20/22.": 1,
+      "the background features a simple stylized setting with a table surface and wall in muted blue tones.": 1,
+      "the background is a dreamy blend of pastel hues primarily purples; blues and pinks with specks of light that resemble stars or sparkling particles.": 1,
+      "the background is dark emphasizing the glowing elements and the creature's confident pose.": 1,
+      "the blurred background hints at a rocky shelter.": 1,
+      "the blurred background with hints of green foliage suggests a natural outdoor habitat.": 1,
+      "the blurred green background emphasizes the stoat’s sharp stance suggesting it might be scanning for potential threats or prey.": 1,
+      "the carton’s label features bold lettering that reads “stoat milk” with a whimsical ingredients list consisting solely of “stoat” repeated multiple times.": 1,
+      "the creature is bathed in a magical ethereal light that gives its fur a glowing almost luminescent quality.": 1,
+      "the creature is positioned in front of a futuristic mechanical device resembling a robotic arm or control panel also emitting a green light.": 1,
+      "the creature’s front paws are neatly placed near its chest while its hind legs are spread out.": 1,
+      "the daylight enhances the stoat's fur and the surrounding environment highlighting the animal's alertness and its excellent camouflage in the wild.": 1,
+      "the overall aesthetic suggests a blend of sci-fi and fantasy with the creature appearing to be in control of the machinery behind it.": 1,
+      "the overall atmosphere of the painting is whimsical and enchanting creating a sense of wonder and fantasy.": 1,
+      "the overall design is a creative and amusing take on traditional milk packaging substituting the expected dairy content with these lively little mammals.": 1,
+      "the overall style combines cartoonish elements with a clean sketch-like finish creating a lighthearted and engaging visual.": 1,
+      "the product boasts “100% stoat!!” and includes a lighthearted warning: “do not shake. stoat inside” emphasizing the carton’s imaginative concept of containing live stoats rather than actual milk.": 1,
+      "the sunlight reflecting off the snow adds a sparkle to the scene.": 1,
+      "the text \"stoat milk\" is playfully integrated into the image curving around the glass.": 1,
+      "the weasel is depicted with its legs and head in various directions showcasing its flexibility.": 1,
+      "the weasel is in sharp focus with its head turned towards the camera revealing its round ears and dark eyes.": 1,
+      "the weasel seems to be cautiously peering around possibly in search of prey or simply surveying its environment.": 1,
+      "the weasel's black eyes and pink nose stand out against the stark whiteness of its fur highlighting its keen senses that are vital for survival in the wild.": 1,
+      "the weasel's body is sleek and slender with short legs and a long neck all covered in immaculate white fur.": 1,
+      "the weasel's head is turned slightly to the side giving it a curious look.": 1,
+      "the weasel’s fur is a rich brown on its back transitioning to a pure white on its underbelly a coloration that provides camouflage in the wild.": 1,
+      "the weasel’s fur is predominantly brown with a contrasting creamy white underbelly and facial area.": 1,
+      "the weasel’s posture is alert with its head raised and ears perked up indicating it might be attentive to sounds or movements in its vicinity.": 1,
+      "the weasel’s pristine white fur blends harmoniously with the surrounding snow providing it with an excellent disguise against predators.": 1,
+      "the weasel’s sharp features such as its pointed snout and black eyes are highlighted against the soft green backdrop of its natural habitat.": 1,
+      "toes": 2,
+      "tongue": 1,
+      "tongue out": 1,
+      "topwear": 1,
+      "traditional media (artwork)": 1,
+      "traditional media \\(artwork\\)": 1,
+      "tree": 1,
+      "tuft": 1,
+      "vaginal fluids": 2,
+      "vein": 1,
+      "veiny penis": 1,
+      "visual pun": 2,
+      "weasel": 27,
+      "whiskers": 14,
+      "white background": 1,
+      "white body": 20,
+      "white fur": 20,
+      "wings": 2,
+      "winter": 1,
+      "with dark beady eyes and small rounded ears the stoat appears focused and attentive to its surroundings.": 1,
+      "yellow background": 1,
+      "yellow eyes": 1
+    },
+    "2_anthro_weasel": {
+      "4 fingers": 1,
+      "4 toes": 7,
+      "5 fingers": 2,
+      "a muscular anthropomorphic weasel with a long bushy tail and a curvaceous humanoid form with large exaggerated buttocks and thighs.": 1,
+      "abdominal bulge": 1,
+      "african dog": 1,
+      "after sex": 1,
+      "aleutia": 1,
+      "ambiguous penetration": 1,
+      "anal": 2,
+      "anal orgasm": 1,
+      "anal penetration": 1,
+      "animal genitalia": 1,
+      "animal penis": 1,
+      "anthro": 19,
+      "anthro on anthro": 7,
+      "anthro penetrated": 3,
+      "anthro penetrating": 3,
+      "anthro penetrating anthro": 3,
+      "anus": 7,
+      "arcshep": 1,
+      "areola": 1,
+      "arms tied": 1,
+      "arms tied behind back": 1,
+      "aroused": 1,
+      "athletic": 1,
+      "athletic anthro": 1,
+      "athletic male": 1,
+      "aurora \\(ruaidri\\)": 2,
+      "avian": 1,
+      "b1r-d13": 1,
+      "backsack": 4,
+      "ball": 1,
+      "balls": 9,
+      "balls outline": 1,
+      "band merch": 1,
+      "bandage": 1,
+      "bandanna": 1,
+      "barnaby kane": 1,
+      "bdsm": 1,
+      "beach": 2,
+      "beach towel": 1,
+      "beach umbrella": 2,
+      "beckoning": 1,
+      "bed": 1,
+      "bedroom eyes": 2,
+      "being watched": 2,
+      "bench": 1,
+      "bfct": 1,
+      "big bad wolf": 1,
+      "big butt": 4,
+      "big penis": 1,
+      "big tail": 1,
+      "bikini": 1,
+      "bikini bottom": 1,
+      "bikini top": 1,
+      "billiard ball": 1,
+      "billiard table": 1,
+      "biped": 5,
+      "black body": 2,
+      "black border": 1,
+      "black fur": 2,
+      "black necktie": 1,
+      "black nose": 1,
+      "blacksad": 1,
+      "blue eyes": 2,
+      "blush": 5,
+      "bodily fluids": 10,
+      "bookshelf": 1,
+      "border": 1,
+      "bottomless": 4,
+      "bottomless anthro": 2,
+      "bottomless female": 2,
+      "bottomless gynomorph": 1,
+      "bottomless intersex": 1,
+      "bottomless male": 1,
+      "bottomwear": 1,
+      "bound": 2,
+      "breasts": 6,
+      "brown body": 8,
+      "brown fur": 6,
+      "bulge": 1,
+      "bulge from behind": 1,
+      "butt": 10,
+      "butt grab": 1,
+      "butt heart": 2,
+      "by ajin": 1,
+      "by bittenbun": 1,
+      "by conditional dnp": 1,
+      "by edesk": 1,
+      "by garnetto": 1,
+      "by jumpy jackal": 1,
+      "by kihu": 1,
+      "by milligram smile": 1,
+      "by oddwilds": 1,
+      "by oxfort2199": 1,
+      "by reysi": 2,
+      "by ruaidri": 4,
+      "by spuydjeks": 1,
+      "by totesfleisch8": 1,
+      "by wizzikt": 3,
+      "by zackary911": 1,
+      "canine genitalia": 1,
+      "canine penis": 1,
+      "casual sex": 1,
+      "chair": 1,
+      "chandelier": 1,
+      "chastity cage": 1,
+      "chastity device": 1,
+      "chest tuft": 1,
+      "chief smirnov": 1,
+      "claws": 11,
+      "clitoris": 1,
+      "clothed": 7,
+      "clothed anthro": 2,
+      "clothed female": 1,
+      "clothed male": 2,
+      "clothed/nude": 2,
+      "clothing": 10,
+      "cloud": 1,
+      "coffee mug": 1,
+      "collar": 1,
+      "computer": 2,
+      "coshi \\(dekuscrub\\)": 1,
+      "countershading": 1,
+      "crouching": 1,
+      "crowd": 1,
+      "cue stick": 1,
+      "cum": 8,
+      "cum covered": 1,
+      "cum drip": 1,
+      "cum expulsion": 1,
+      "cum fart": 1,
+      "cum from ass": 1,
+      "cum in ass": 3,
+      "cum in pussy": 1,
+      "cum inside": 5,
+      "cum on anus": 1,
+      "cum on belly": 1,
+      "cum on body": 2,
+      "cum on breasts": 1,
+      "cum on butt": 1,
+      "cum on chest": 1,
+      "cum on face": 2,
+      "cum on feet": 1,
+      "cum on ground": 1,
+      "cum on head": 1,
+      "cum on leg": 2,
+      "cum on paw": 1,
+      "cum on pawpads": 1,
+      "cum on penis": 2,
+      "cum on tail": 1,
+      "cumshot": 2,
+      "detailed background": 4,
+      "detailed bulge": 1,
+      "dialogue": 4,
+      "digital media \\(artwork\\)": 2,
+      "digitigrade": 4,
+      "dildo": 1,
+      "dipstick tail": 2,
+      "disembodied hand": 1,
+      "dolphin shorts": 1,
+      "domestic dog": 1,
+      "dominant": 1,
+      "door": 1,
+      "dr. rasa \\(ruaidri\\)": 1,
+      "dripping": 1,
+      "drooling": 1,
+      "duo": 6,
+      "duo focus": 1,
+      "egyptian": 1,
+      "ejaculation": 2,
+      "electronics": 2,
+      "emanata": 1,
+      "empty eyes": 1,
+      "english text": 2,
+      "erection": 6,
+      "excessive cum": 1,
+      "excessive genital fluids": 1,
+      "exclamation point": 1,
+      "exercise ball": 1,
+      "exhibitionism": 2,
+      "eyebrows": 1,
+      "eyelashes": 1,
+      "eyes closed": 3,
+      "eyewear": 7,
+      "faceless character": 1,
+      "faceless male": 1,
+      "facesitting": 1,
+      "fairy tales": 1,
+      "fangs": 2,
+      "farv \\(funkyknife\\)": 1,
+      "feet": 7,
+      "fellatio": 2,
+      "female": 10,
+      "female penetrated": 3,
+      "femboy": 4,
+      "finger claws": 1,
+      "finger fetish": 1,
+      "finger in mouth": 2,
+      "finger play": 1,
+      "fingering": 1,
+      "fingers": 5,
+      "flat chested": 1,
+      "fluffy": 1,
+      "fluffy tail": 1,
+      "foot focus": 1,
+      "footwear": 1,
+      "forest": 1,
+      "fur": 19,
+      "furniture": 6,
+      "genital fluids": 9,
+      "genital outline": 1,
+      "genitals": 19,
+      "gesture": 1,
+      "ghost hands": 1,
+      "glasses": 7,
+      "glistening": 1,
+      "glistening anus": 1,
+      "glistening genitalia": 1,
+      "glistening pussy": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "green eyes": 3,
+      "grey background": 1,
+      "grey body": 2,
+      "grey eyes": 1,
+      "grey fur": 2,
+      "group": 4,
+      "gynomorph": 1,
+      "gynomorph penetrating": 1,
+      "gynomorph penetrating female": 1,
+      "gynomorph/female": 1,
+      "hair": 8,
+      "half-closed eyes": 1,
+      "half-erect": 1,
+      "halloween": 1,
+      "hand on butt": 1,
+      "hand on face": 1,
+      "hands-free": 1,
+      "happy": 1,
+      "happy sex": 1,
+      "hat": 1,
+      "headgear": 1,
+      "headwear": 1,
+      "heart eyes": 1,
+      "heart symbol": 3,
+      "hindpaw": 3,
+      "holding tail": 1,
+      "holidays": 1,
+      "hoodie": 1,
+      "hotpants": 1,
+      "huge butt": 1,
+      "humanoid genitalia": 6,
+      "humanoid penis": 6,
+      "hunter \\(evanskvrl\\)": 1,
+      "hypnolizard": 1,
+      "hypnosis": 1,
+      "imminent facesitting": 1,
+      "indoor nudity": 1,
+      "inner ear fluff": 1,
+      "innie pussy": 2,
+      "inscryption": 1,
+      "inside": 3,
+      "intersex": 1,
+      "intersex penetrating": 1,
+      "intersex penetrating female": 1,
+      "intersex/female": 1,
+      "interspecies": 4,
+      "jack \\(biffyjack94\\)": 1,
+      "jessie \\(ruaidri\\)": 1,
+      "jewelry": 1,
+      "kerchief": 1,
+      "keyboard": 1,
+      "kneeling": 1,
+      "knot": 1,
+      "kobold": 1,
+      "lamp": 1,
+      "laptop": 1,
+      "lava lamp": 1,
+      "leaking cum": 1,
+      "leash": 1,
+      "leg warmers": 1,
+      "legs up": 4,
+      "legwear": 3,
+      "licking": 3,
+      "licking lips": 2,
+      "licking own lips": 1,
+      "lily pad": 1,
+      "little red riding hood \\(copyright\\)": 1,
+      "long hair": 1,
+      "looking at another": 2,
+      "looking at viewer": 11,
+      "looking back": 5,
+      "looking back at viewer": 2,
+      "looking down": 2,
+      "looking down at viewer": 2,
+      "looking pleasured": 5,
+      "low-angle view": 2,
+      "lying": 6,
+      "machine": 1,
+      "male": 15,
+      "male anthro": 4,
+      "male penetrated": 1,
+      "male penetrating": 3,
+      "male penetrating anthro": 1,
+      "male penetrating female": 2,
+      "male penetrating male": 1,
+      "male wearing strapon": 1,
+      "male/ambiguous": 1,
+      "male/female": 3,
+      "male/male": 3,
+      "mammal": 1,
+      "markings": 2,
+      "master": 1,
+      "masturbation": 1,
+      "mellow \\(wizzikt\\)": 3,
+      "merlin \\(lllmaddy\\)": 1,
+      "messy": 1,
+      "mind control": 1,
+      "mink": 1,
+      "mostly nude": 1,
+      "multi nipple": 1,
+      "multicolored body": 2,
+      "multicolored fur": 1,
+      "multicolored tail": 1,
+      "musk": 1,
+      "musk drunk": 1,
+      "musk worship": 1,
+      "musky balls": 1,
+      "musky cock": 1,
+      "mustelid": 21,
+      "musteline": 21,
+      "nails": 1,
+      "narrowed eyes": 2,
+      "navel": 1,
+      "necktie": 1,
+      "nidhala \\(ruaidri\\)": 1,
+      "nipple piercing": 1,
+      "nipples": 7,
+      "nirvana": 1,
+      "nude": 11,
+      "nude anthro": 3,
+      "nude female": 1,
+      "nude male": 1,
+      "office chair": 1,
+      "offscreen character": 1,
+      "on back": 6,
+      "on bed": 1,
+      "on bench": 1,
+      "one eye closed": 1,
+      "open clothing": 1,
+      "open hoodie": 1,
+      "open mouth": 5,
+      "open shirt": 1,
+      "open smile": 1,
+      "open topwear": 1,
+      "oral": 3,
+      "orange body": 1,
+      "orange eyes": 1,
+      "orange fur": 1,
+      "orgasm": 4,
+      "orgasm face": 2,
+      "outdoor nudity": 2,
+      "outside": 2,
+      "outside sex": 2,
+      "parasol": 2,
+      "partially clothed": 1,
+      "patreon": 1,
+      "patreon logo": 1,
+      "patreon username": 1,
+      "pattern clothing": 1,
+      "pattern legwear": 1,
+      "pawpads": 8,
+      "paws": 8,
+      "pecs": 1,
+      "penetrable sex toy": 1,
+      "penetration": 4,
+      "penile": 4,
+      "penile penetration": 2,
+      "penis": 9,
+      "penis grab": 1,
+      "penis in pussy": 1,
+      "penis sniffing": 1,
+      "penis worship": 1,
+      "perineum": 3,
+      "petplay": 1,
+      "piercing": 1,
+      "pink anus": 1,
+      "pink areola": 1,
+      "pink background": 2,
+      "pink nipples": 1,
+      "pink nose": 2,
+      "pink pawpads": 2,
+      "pinup": 1,
+      "plant": 3,
+      "plantigrade": 1,
+      "plump labia": 1,
+      "pose": 1,
+      "poster": 1,
+      "pouting": 1,
+      "precum": 3,
+      "presenting": 6,
+      "presenting anus": 5,
+      "presenting balls": 2,
+      "presenting hindquarters": 4,
+      "presenting penis": 2,
+      "presenting pussy": 2,
+      "pubes": 1,
+      "public": 3,
+      "public erection": 1,
+      "public nudity": 2,
+      "public sex": 2,
+      "pull out": 1,
+      "pupils": 1,
+      "pussy": 7,
+      "question mark": 1,
+      "raised tail": 2,
+      "rating_explicit": 20,
+      "rating_questionable": 2,
+      "realistic penis size": 1,
+      "rear view": 3,
+      "red clothing": 1,
+      "red sweater": 1,
+      "red topwear": 1,
+      "rimming": 1,
+      "ring": 2,
+      "roleplay": 1,
+      "rope": 1,
+      "rope knot": 1,
+      "round glasses": 2,
+      "saliva": 2,
+      "sand": 2,
+      "sara \\(cassiethesnekwolf\\)": 1,
+      "scentplay": 1,
+      "sea": 1,
+      "seaside": 2,
+      "seductive": 2,
+      "self lick": 2,
+      "semi-anthro": 4,
+      "serena \\(ruaidri\\)": 3,
+      "sex": 7,
+      "sex on the beach": 1,
+      "sex toy": 1,
+      "shaking": 2,
+      "shirt": 2,
+      "shorts": 1,
+      "simple background": 3,
+      "sitting": 4,
+      "sitting on another": 1,
+      "sitting on ball": 1,
+      "size difference": 2,
+      "sky": 1,
+      "slave": 1,
+      "slightly chubby": 1,
+      "slim": 1,
+      "small breasts": 1,
+      "small dom big sub": 1,
+      "smile": 7,
+      "smiling at viewer": 2,
+      "sniffing": 1,
+      "socks": 1,
+      "sofa": 2,
+      "soles": 3,
+      "solo": 13,
+      "solo focus": 1,
+      "speech bubble": 2,
+      "spread anus": 1,
+      "spread butt": 1,
+      "spread legs": 3,
+      "spreading": 4,
+      "standing": 1,
+      "stoat": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stockings": 1,
+      "strapon": 1,
+      "strapon masturbation": 1,
+      "strapon over chastity": 1,
+      "strapon over penis": 1,
+      "striped clothing": 1,
+      "striped legwear": 1,
+      "stripes": 1,
+      "sunglasses": 1,
+      "sweat": 2,
+      "sweater": 1,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "swimwear": 1,
+      "table": 1,
+      "tablet": 1,
+      "tablet pen": 1,
+      "tahlia \\(ruaidri\\)": 1,
+      "tail": 11,
+      "tail grab": 1,
+      "tail markings": 2,
+      "talking to viewer": 1,
+      "tan body": 3,
+      "tan fur": 3,
+      "teasing": 1,
+      "teeth": 4,
+      "text": 7,
+      "the art style is highly detailed and realistic.": 1,
+      "the character is seated on an ornate cushioned stool turning to look over its shoulder with a confident and slightly mischievous expression.": 1,
+      "the colors are predominantly neutral and muted with shades of white and cream dominating the character's fur contrasted by the deep dark background that adds depth and drama to the scene.": 1,
+      "the use of warm tones in the cushion provides a striking contrast to the otherwise cool palette.": 1,
+      "thick thighs": 4,
+      "thigh highs": 1,
+      "toe claws": 4,
+      "toeless legwear": 1,
+      "toes": 7,
+      "tongue": 8,
+      "tongue out": 5,
+      "topwear": 2,
+      "towel": 1,
+      "tre": 2,
+      "tre \\(milligram smile\\)": 1,
+      "tree": 1,
+      "trembling": 2,
+      "triangular anus": 1,
+      "trio": 1,
+      "true musteline": 1,
+      "tuft": 3,
+      "two tone body": 1,
+      "two tone fur": 1,
+      "underwear": 1,
+      "vaginal": 3,
+      "vaginal fingering": 1,
+      "vaginal penetration": 2,
+      "verbal": 1,
+      "verbal domination": 1,
+      "walking": 1,
+      "water": 2,
+      "weasel": 21,
+      "weekly": 1,
+      "whiskers": 4,
+      "white balls": 1,
+      "white body": 6,
+      "white clothing": 1,
+      "white fur": 6,
+      "white hair": 2,
+      "white shirt": 1,
+      "white topwear": 1,
+      "wolf": 2,
+      "wolf guy \\(ruaidri\\)": 1,
+      "worm's-eye view": 1,
+      "worship": 1,
+      "worshiping": 1,
+      "y anus": 1,
+      "yellow eyes": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717248566.964439,
+  "ss_training_started_at": 1717239528.3311777,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "d5c710d2",
+  "sshs_model_hash": "9a22f851c3ce4458437f6b045afd2b4c6b54a0f3b42eb246e5a1af7f35fb9431"
+}

tests/weasel-v6e400/weasel-v6e400.json

@@ -0,0 +1,1136 @@
+{
+  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
+  "modelspec.date": "2024-06-01T16:14:10",
+  "modelspec.implementation": "https://github.com/Stability-AI/generative-models",
+  "modelspec.prediction_type": "epsilon",
+  "modelspec.resolution": "512x512",
+  "modelspec.sai_model_spec": "1.0.0",
+  "modelspec.title": "stoat",
+  "ss_adaptive_noise_scale": null,
+  "ss_base_model_version": "sdxl_base_v1-0",
+  "ss_batch_size_per_device": 8,
+  "ss_bucket_info": {
+    "buckets": {
+      "0": {
+        "count": 2,
+        "resolution": [
+          352,
+          704
+        ]
+      },
+      "1": {
+        "count": 1,
+        "resolution": [
+          352,
+          736
+        ]
+      },
+      "10": {
+        "count": 4,
+        "resolution": [
+          640,
+          384
+        ]
+      },
+      "11": {
+        "count": 1,
+        "resolution": [
+          672,
+          384
+        ]
+      },
+      "12": {
+        "count": 2,
+        "resolution": [
+          704,
+          352
+        ]
+      },
+      "2": {
+        "count": 1,
+        "resolution": [
+          384,
+          640
+        ]
+      },
+      "3": {
+        "count": 18,
+        "resolution": [
+          416,
+          608
+        ]
+      },
+      "4": {
+        "count": 11,
+        "resolution": [
+          448,
+          576
+        ]
+      },
+      "5": {
+        "count": 2,
+        "resolution": [
+          480,
+          544
+        ]
+      },
+      "6": {
+        "count": 4,
+        "resolution": [
+          512,
+          512
+        ]
+      },
+      "7": {
+        "count": 7,
+        "resolution": [
+          544,
+          480
+        ]
+      },
+      "8": {
+        "count": 13,
+        "resolution": [
+          576,
+          448
+        ]
+      },
+      "9": {
+        "count": 6,
+        "resolution": [
+          608,
+          416
+        ]
+      }
+    },
+    "mean_img_ar_error": 0.0303938978341739
+  },
+  "ss_bucket_no_upscale": false,
+  "ss_cache_latents": true,
+  "ss_caption_dropout_every_n_epochs": 0,
+  "ss_caption_dropout_rate": 0.0,
+  "ss_caption_tag_dropout_rate": 0.0,
+  "ss_clip_skip": null,
+  "ss_color_aug": false,
+  "ss_dataset_dirs": {
+    "1_feral_weasel": {
+      "img_count": 28,
+      "n_repeats": 1
+    },
+    "2_anthro_weasel": {
+      "img_count": 22,
+      "n_repeats": 2
+    }
+  },
+  "ss_debiased_estimation": false,
+  "ss_enable_bucket": true,
+  "ss_epoch": 200,
+  "ss_face_crop_aug_range": null,
+  "ss_flip_aug": true,
+  "ss_full_fp16": false,
+  "ss_gradient_accumulation_steps": 6,
+  "ss_gradient_checkpointing": true,
+  "ss_huber_c": 0.1,
+  "ss_huber_schedule": "snr",
+  "ss_ip_noise_gamma": null,
+  "ss_ip_noise_gamma_random_strength": false,
+  "ss_keep_tokens": 1,
+  "ss_learning_rate": 0.0001,
+  "ss_loss_type": "l2",
+  "ss_lowram": true,
+  "ss_lr_scheduler": "cosine",
+  "ss_lr_warmup_steps": 0,
+  "ss_max_bucket_reso": 1024,
+  "ss_max_grad_norm": 1.0,
+  "ss_max_token_length": null,
+  "ss_max_train_steps": 400,
+  "ss_min_bucket_reso": 256,
+  "ss_min_snr_gamma": null,
+  "ss_mixed_precision": "fp16",
+  "ss_multires_noise_discount": 0.1,
+  "ss_multires_noise_iterations": 10,
+  "ss_network_alpha": 4.0,
+  "ss_network_args": {
+    "algo": "locon",
+    "conv_alpha": "4",
+    "conv_dim": "256",
+    "dora_wd": "False",
+    "dropout": 0.0,
+    "module_dropout": "0",
+    "preset": "full",
+    "rank_dropout": "0",
+    "rank_dropout_scale": "False",
+    "train_norm": "False",
+    "use_scalar": "False",
+    "use_tucker": "False"
+  },
+  "ss_network_dim": 8,
+  "ss_network_dropout": 0.0,
+  "ss_network_module": "lycoris.kohya",
+  "ss_new_sd_model_hash": "IsADirectory",
+  "ss_noise_offset": null,
+  "ss_noise_offset_random_strength": false,
+  "ss_num_batches_per_epoch": 9,
+  "ss_num_epochs": 200,
+  "ss_num_reg_images": 0,
+  "ss_num_train_images": 72,
+  "ss_optimizer": "torch.optim.adamw.AdamW",
+  "ss_output_name": "stoat",
+  "ss_prior_loss_weight": 1.0,
+  "ss_random_crop": false,
+  "ss_reg_dataset_dirs": {},
+  "ss_resolution": "(512, 512)",
+  "ss_scale_weight_norms": null,
+  "ss_sd_model_hash": "IsADirectory",
+  "ss_sd_model_name": "",
+  "ss_sd_scripts_commit_hash": "71e2c91330a9d866ec05cdd10584bbb962896a99",
+  "ss_seed": 3973373637,
+  "ss_session_id": 2567041034,
+  "ss_shuffle_caption": true,
+  "ss_steps": 400,
+  "ss_tag_frequency": {
+    "1_feral_weasel": {
+      "5 toes": 2,
+      "a beautifully rendered digital painting of a small white-furred weasel standing upright on its hind legs.": 1,
+      "a charming stoat character sits atop the carton while another is depicted in motion at the base.": 1,
+      "a feral white-furred weasel with a slightly smug expression standing with arms crossed.": 1,
+      "a fictional “stoat milk” carton designed with a light blue color scheme and adorned with playful illustrations of white stoats.": 1,
+      "a weasel captured in a moment of alertness.": 1,
+      "a weasel in a natural setting with its front paws delicately balanced on a rock.": 1,
+      "a weasel in a poised stance on a gravelly surface.": 1,
+      "a weasel in a vibrant grassy environment showcasing its slender body with a brown fur coat on the upper part and a white underbelly.": 1,
+      "a weasel in its natural habitat surrounded by lush greenery.": 1,
+      "a weasel in its natural setting.": 1,
+      "a weasel in its summer coat characterized by the brown fur on its back and sides contrasting with the white underbelly.": 1,
+      "a whimsical and humorous illustration of a weasel submerged in an empty glass with its body contorted to fit inside.": 1,
+      "a white stoat in its winter coat standing alert on a rocky surface with patches of snow.": 1,
+      "a white weasel in a snowy environment showcasing its winter camouflage.": 1,
+      "a white weasel known for its slender body and agility peeking out from a cozy burrow amidst a snowy landscape.": 1,
+      "absurd res": 1,
+      "ambiguous gender": 4,
+      "ambiguous on human": 1,
+      "anal": 3,
+      "anal fingering": 1,
+      "anal orgasm": 2,
+      "anal penetration": 3,
+      "anatomically correct": 1,
+      "anatomically correct genitalia": 1,
+      "anatomically correct penis": 1,
+      "animal genitalia": 5,
+      "animal penis": 4,
+      "anus": 5,
+      "anus only": 1,
+      "avian": 1,
+      "balls": 6,
+      "barefoot": 1,
+      "bdsm": 1,
+      "bedding": 1,
+      "bedding background": 1,
+      "bedroom eyes": 1,
+      "begging": 1,
+      "belly": 1,
+      "bestiality": 1,
+      "big dom small sub": 1,
+      "big penis": 1,
+      "bird": 1,
+      "bite": 1,
+      "black nose": 2,
+      "blue eyes": 6,
+      "blush": 5,
+      "bodily fluids": 6,
+      "bondage": 1,
+      "bottomless": 1,
+      "bound": 1,
+      "breath": 2,
+      "brown body": 8,
+      "brown feathers": 1,
+      "brown fur": 8,
+      "butt": 4,
+      "by boloid": 1,
+      "by conditional dnp": 1,
+      "by falvie": 1,
+      "by geosaiko1267": 1,
+      "by ichigodawashi": 1,
+      "by manmosu marimo": 2,
+      "by momou": 1,
+      "by moth sprout": 1,
+      "by perfectlynormal": 1,
+      "by shesterrni": 1,
+      "by spooky dune": 1,
+      "by tailgrip": 1,
+      "by tamberella": 1,
+      "candy": 1,
+      "carton": 2,
+      "censor bar": 1,
+      "censored": 1,
+      "censored genitalia": 1,
+      "censored penis": 1,
+      "cheek tuft": 1,
+      "chibi": 1,
+      "claws": 1,
+      "cloacal penis": 1,
+      "clothed": 1,
+      "clothed feral": 1,
+      "clothing": 2,
+      "container": 1,
+      "cooper mordaut": 1,
+      "crossed arms": 1,
+      "crouching": 1,
+      "cum": 4,
+      "cum from mouth": 1,
+      "cum in ass": 1,
+      "cum in mouth": 2,
+      "cum inside": 2,
+      "cum on self": 1,
+      "cum through": 1,
+      "cum vomit": 1,
+      "cum while penetrated": 2,
+      "cumshot": 2,
+      "cup": 1,
+      "cute fangs": 1,
+      "dark body": 1,
+      "dark skin": 1,
+      "deep penetration": 1,
+      "dessert": 1,
+      "detailed background": 1,
+      "dialogue": 1,
+      "digital media (artwork)": 3,
+      "digital media \\(artwork\\)": 2,
+      "digitigrade": 1,
+      "dipstick tail": 4,
+      "domestic ferret": 1,
+      "dragon": 2,
+      "duo": 6,
+      "ejaculation": 2,
+      "electronics": 2,
+      "erection": 5,
+      "eyes closed": 1,
+      "faceless character": 1,
+      "faceless human": 1,
+      "faceless male": 1,
+      "facial tuft": 1,
+      "feathers": 1,
+      "featureless crotch": 2,
+      "feet": 2,
+      "felid": 1,
+      "feline": 1,
+      "fellatio": 1,
+      "female": 4,
+      "feral": 28,
+      "feral on feral": 2,
+      "feral penetrated": 1,
+      "fingering": 1,
+      "fleshlight position": 1,
+      "flower": 2,
+      "food": 3,
+      "forced": 1,
+      "fret": 1,
+      "fries": 1,
+      "from front position": 1,
+      "fruit": 1,
+      "fur": 25,
+      "fur pattern": 1,
+      "genital fluids": 5,
+      "genital slit": 1,
+      "genitals": 9,
+      "glass": 1,
+      "glass container": 1,
+      "glass cup": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "grass": 4,
+      "green body": 1,
+      "green eyes": 1,
+      "green scales": 2,
+      "grey body": 1,
+      "grey fur": 1,
+      "gundam": 1,
+      "gundam build divers": 1,
+      "halloween": 1,
+      "hands-free": 2,
+      "hat": 2,
+      "headgear": 2,
+      "headgear only": 1,
+      "headwear": 2,
+      "headwear only": 1,
+      "hi res": 2,
+      "holding food": 1,
+      "holding object": 1,
+      "holding tail": 1,
+      "holidays": 1,
+      "hoodie": 1,
+      "hooked penis": 1,
+      "human on feral": 1,
+      "human penetrating": 1,
+      "human penetrating feral": 1,
+      "humanoid genitalia": 2,
+      "humanoid penis": 1,
+      "humanoid pussy": 1,
+      "humor": 2,
+      "in heat": 1,
+      "ineffective censorship": 1,
+      "inscryption": 1,
+      "interspecies": 2,
+      "inviting": 1,
+      "irl": 3,
+      "it appears alert and poised possibly on the lookout for prey or cautiously observing its surroundings.": 1,
+      "it has a slender body adorned with brown and white fur accented by darker brown stripes and spots.": 1,
+      "it is backlit with an eerie green glow highlighting its fur.": 1,
+      "it seems to be near a piece of wood or bark surrounded by tall grasses that are slightly blurred indicating a shallow depth of field used in the photograph.": 1,
+      "its dark eyes and small nose are the only features that stand out in this winter wonderland drawing attention to the creature’s alertness and curiosity.": 1,
+      "its eyes are closed and the pink nose stands out against the white backdrop suggesting it might be resting or engaging with its surroundings.": 1,
+      "its eyes are keen and observant.": 1,
+      "its eyes are sharp and focused indicating its alertness and its small rounded ears are perked up suggesting curiosity or attentiveness.": 1,
+      "its fur blends seamlessly with the snowy environment providing excellent camouflage against predators.": 1,
+      "its fur is brown with a white underbelly typical for the species in summer.": 1,
+      "its pink paw pads add a cute touch to the character.": 1,
+      "its small rounded ears are perked up and it has a keen gaze with dark eyes and a pointed snout complete with whiskers.": 1,
+      "its tail is notably bushy with a gradient of dark to light fur.": 1,
+      "jack-o'-lantern": 1,
+      "koppa \\(shiren the wanderer\\)": 2,
+      "large penetration": 1,
+      "larger human": 1,
+      "larger male": 2,
+      "legs up": 1,
+      "light body": 1,
+      "light fur": 1,
+      "living condom": 1,
+      "looking at viewer": 5,
+      "looking back": 1,
+      "lying": 5,
+      "lynx": 1,
+      "machine": 1,
+      "male": 7,
+      "male on feral": 1,
+      "male/ambiguous": 1,
+      "male/female": 1,
+      "male/male": 3,
+      "mammal": 1,
+      "markings": 3,
+      "masturbation": 1,
+      "membrane (anatomy)": 2,
+      "membranous wings": 2,
+      "milk": 1,
+      "monitor": 1,
+      "mostly nude": 1,
+      "mostly offscreen character": 1,
+      "multi nipple": 1,
+      "multicolored tail": 1,
+      "mustelid": 28,
+      "mustelid penis": 2,
+      "mustelid pussy": 1,
+      "musteline": 28,
+      "mythological creature": 1,
+      "mythological scalie": 1,
+      "mythology": 1,
+      "narrowed eyes": 1,
+      "nipples": 1,
+      "norm \\(perfectlynormal\\)": 1,
+      "null": 1,
+      "on back": 4,
+      "on side": 1,
+      "one eye closed": 1,
+      "open mouth": 2,
+      "oral": 2,
+      "orgasm": 2,
+      "outside": 9,
+      "owl": 1,
+      "p03 \\(inscryption\\)": 1,
+      "panting": 2,
+      "pawpads": 6,
+      "paws": 5,
+      "penetration": 4,
+      "penile": 3,
+      "penile masturbation": 1,
+      "penile penetration": 3,
+      "penis": 6,
+      "penis in ass": 2,
+      "perineum": 1,
+      "phone": 1,
+      "photo": 8,
+      "photo \\(medium\\)": 5,
+      "photography \\(artwork\\)": 10,
+      "pink nose": 2,
+      "pink pawpads": 2,
+      "plant": 7,
+      "plump labia": 1,
+      "precum": 1,
+      "presenting": 4,
+      "presenting anus": 1,
+      "presenting balls": 1,
+      "presenting hindquarters": 1,
+      "presenting pussy": 1,
+      "prostate stimulation": 1,
+      "pumpkin": 1,
+      "pun": 2,
+      "pussy": 3,
+      "pussy juice puddle": 1,
+      "raised tail": 2,
+      "rape": 2,
+      "rating_explicit": 6,
+      "rating_safe": 17,
+      "real": 9,
+      "realistic": 7,
+      "reptile": 2,
+      "reverse cowgirl position": 1,
+      "ridiculous fit": 1,
+      "rimming": 1,
+      "rommel \\(gundam build divers\\)": 1,
+      "scales": 2,
+      "scalie": 2,
+      "seductive": 1,
+      "selwyn": 1,
+      "semi-anthro": 1,
+      "set against a black background.": 1,
+      "sex": 5,
+      "sheath": 2,
+      "sheath play": 1,
+      "shiren the wanderer": 2,
+      "short tail": 3,
+      "simple background": 8,
+      "size difference": 4,
+      "smaller ambiguous": 1,
+      "smaller feral": 1,
+      "smaller male": 1,
+      "smaller penetrated": 1,
+      "smile": 1,
+      "snow": 2,
+      "soles": 1,
+      "solo": 21,
+      "spike chunsoft": 2,
+      "spread legs": 3,
+      "spreading": 3,
+      "standing": 1,
+      "stoat": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stylized illustration of a weasel.": 1,
+      "sweat": 3,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "sweaty penis": 1,
+      "tail": 10,
+      "tail anus": 1,
+      "tail grab": 1,
+      "tail markings": 3,
+      "talking to viewer": 1,
+      "tears": 1,
+      "text": 1,
+      "the animal stands on its hind legs amidst a field of green grass showcasing its brown and white fur characteristic of the species.": 1,
+      "the animal's slender body is covered in brown fur with a creamy white underbelly and chest typical of its species.": 1,
+      "the artist's signature is visible near the bottom of the image.": 1,
+      "the artwork is signed by the artist \"boloid\" and notes that it was inspired by @moth_sprout dated 10/20/22.": 1,
+      "the background features a simple stylized setting with a table surface and wall in muted blue tones.": 1,
+      "the background is a dreamy blend of pastel hues primarily purples; blues and pinks with specks of light that resemble stars or sparkling particles.": 1,
+      "the background is dark emphasizing the glowing elements and the creature's confident pose.": 1,
+      "the blurred background hints at a rocky shelter.": 1,
+      "the blurred background with hints of green foliage suggests a natural outdoor habitat.": 1,
+      "the blurred green background emphasizes the stoat’s sharp stance suggesting it might be scanning for potential threats or prey.": 1,
+      "the carton’s label features bold lettering that reads “stoat milk” with a whimsical ingredients list consisting solely of “stoat” repeated multiple times.": 1,
+      "the creature is bathed in a magical ethereal light that gives its fur a glowing almost luminescent quality.": 1,
+      "the creature is positioned in front of a futuristic mechanical device resembling a robotic arm or control panel also emitting a green light.": 1,
+      "the creature’s front paws are neatly placed near its chest while its hind legs are spread out.": 1,
+      "the daylight enhances the stoat's fur and the surrounding environment highlighting the animal's alertness and its excellent camouflage in the wild.": 1,
+      "the overall aesthetic suggests a blend of sci-fi and fantasy with the creature appearing to be in control of the machinery behind it.": 1,
+      "the overall atmosphere of the painting is whimsical and enchanting creating a sense of wonder and fantasy.": 1,
+      "the overall design is a creative and amusing take on traditional milk packaging substituting the expected dairy content with these lively little mammals.": 1,
+      "the overall style combines cartoonish elements with a clean sketch-like finish creating a lighthearted and engaging visual.": 1,
+      "the product boasts “100% stoat!!” and includes a lighthearted warning: “do not shake. stoat inside” emphasizing the carton’s imaginative concept of containing live stoats rather than actual milk.": 1,
+      "the sunlight reflecting off the snow adds a sparkle to the scene.": 1,
+      "the text \"stoat milk\" is playfully integrated into the image curving around the glass.": 1,
+      "the weasel is depicted with its legs and head in various directions showcasing its flexibility.": 1,
+      "the weasel is in sharp focus with its head turned towards the camera revealing its round ears and dark eyes.": 1,
+      "the weasel seems to be cautiously peering around possibly in search of prey or simply surveying its environment.": 1,
+      "the weasel's black eyes and pink nose stand out against the stark whiteness of its fur highlighting its keen senses that are vital for survival in the wild.": 1,
+      "the weasel's body is sleek and slender with short legs and a long neck all covered in immaculate white fur.": 1,
+      "the weasel's head is turned slightly to the side giving it a curious look.": 1,
+      "the weasel’s fur is a rich brown on its back transitioning to a pure white on its underbelly a coloration that provides camouflage in the wild.": 1,
+      "the weasel’s fur is predominantly brown with a contrasting creamy white underbelly and facial area.": 1,
+      "the weasel’s posture is alert with its head raised and ears perked up indicating it might be attentive to sounds or movements in its vicinity.": 1,
+      "the weasel’s pristine white fur blends harmoniously with the surrounding snow providing it with an excellent disguise against predators.": 1,
+      "the weasel’s sharp features such as its pointed snout and black eyes are highlighted against the soft green backdrop of its natural habitat.": 1,
+      "toes": 2,
+      "tongue": 1,
+      "tongue out": 1,
+      "topwear": 1,
+      "traditional media (artwork)": 1,
+      "traditional media \\(artwork\\)": 1,
+      "tree": 1,
+      "tuft": 1,
+      "vaginal fluids": 2,
+      "vein": 1,
+      "veiny penis": 1,
+      "visual pun": 2,
+      "weasel": 27,
+      "whiskers": 14,
+      "white background": 1,
+      "white body": 20,
+      "white fur": 20,
+      "wings": 2,
+      "winter": 1,
+      "with dark beady eyes and small rounded ears the stoat appears focused and attentive to its surroundings.": 1,
+      "yellow background": 1,
+      "yellow eyes": 1
+    },
+    "2_anthro_weasel": {
+      "4 fingers": 1,
+      "4 toes": 7,
+      "5 fingers": 2,
+      "a muscular anthropomorphic weasel with a long bushy tail and a curvaceous humanoid form with large exaggerated buttocks and thighs.": 1,
+      "abdominal bulge": 1,
+      "african dog": 1,
+      "after sex": 1,
+      "aleutia": 1,
+      "ambiguous penetration": 1,
+      "anal": 2,
+      "anal orgasm": 1,
+      "anal penetration": 1,
+      "animal genitalia": 1,
+      "animal penis": 1,
+      "anthro": 19,
+      "anthro on anthro": 7,
+      "anthro penetrated": 3,
+      "anthro penetrating": 3,
+      "anthro penetrating anthro": 3,
+      "anus": 7,
+      "arcshep": 1,
+      "areola": 1,
+      "arms tied": 1,
+      "arms tied behind back": 1,
+      "aroused": 1,
+      "athletic": 1,
+      "athletic anthro": 1,
+      "athletic male": 1,
+      "aurora \\(ruaidri\\)": 2,
+      "avian": 1,
+      "b1r-d13": 1,
+      "backsack": 4,
+      "ball": 1,
+      "balls": 9,
+      "balls outline": 1,
+      "band merch": 1,
+      "bandage": 1,
+      "bandanna": 1,
+      "barnaby kane": 1,
+      "bdsm": 1,
+      "beach": 2,
+      "beach towel": 1,
+      "beach umbrella": 2,
+      "beckoning": 1,
+      "bed": 1,
+      "bedroom eyes": 2,
+      "being watched": 2,
+      "bench": 1,
+      "bfct": 1,
+      "big bad wolf": 1,
+      "big butt": 4,
+      "big penis": 1,
+      "big tail": 1,
+      "bikini": 1,
+      "bikini bottom": 1,
+      "bikini top": 1,
+      "billiard ball": 1,
+      "billiard table": 1,
+      "biped": 5,
+      "black body": 2,
+      "black border": 1,
+      "black fur": 2,
+      "black necktie": 1,
+      "black nose": 1,
+      "blacksad": 1,
+      "blue eyes": 2,
+      "blush": 5,
+      "bodily fluids": 10,
+      "bookshelf": 1,
+      "border": 1,
+      "bottomless": 4,
+      "bottomless anthro": 2,
+      "bottomless female": 2,
+      "bottomless gynomorph": 1,
+      "bottomless intersex": 1,
+      "bottomless male": 1,
+      "bottomwear": 1,
+      "bound": 2,
+      "breasts": 6,
+      "brown body": 8,
+      "brown fur": 6,
+      "bulge": 1,
+      "bulge from behind": 1,
+      "butt": 10,
+      "butt grab": 1,
+      "butt heart": 2,
+      "by ajin": 1,
+      "by bittenbun": 1,
+      "by conditional dnp": 1,
+      "by edesk": 1,
+      "by garnetto": 1,
+      "by jumpy jackal": 1,
+      "by kihu": 1,
+      "by milligram smile": 1,
+      "by oddwilds": 1,
+      "by oxfort2199": 1,
+      "by reysi": 2,
+      "by ruaidri": 4,
+      "by spuydjeks": 1,
+      "by totesfleisch8": 1,
+      "by wizzikt": 3,
+      "by zackary911": 1,
+      "canine genitalia": 1,
+      "canine penis": 1,
+      "casual sex": 1,
+      "chair": 1,
+      "chandelier": 1,
+      "chastity cage": 1,
+      "chastity device": 1,
+      "chest tuft": 1,
+      "chief smirnov": 1,
+      "claws": 11,
+      "clitoris": 1,
+      "clothed": 7,
+      "clothed anthro": 2,
+      "clothed female": 1,
+      "clothed male": 2,
+      "clothed/nude": 2,
+      "clothing": 10,
+      "cloud": 1,
+      "coffee mug": 1,
+      "collar": 1,
+      "computer": 2,
+      "coshi \\(dekuscrub\\)": 1,
+      "countershading": 1,
+      "crouching": 1,
+      "crowd": 1,
+      "cue stick": 1,
+      "cum": 8,
+      "cum covered": 1,
+      "cum drip": 1,
+      "cum expulsion": 1,
+      "cum fart": 1,
+      "cum from ass": 1,
+      "cum in ass": 3,
+      "cum in pussy": 1,
+      "cum inside": 5,
+      "cum on anus": 1,
+      "cum on belly": 1,
+      "cum on body": 2,
+      "cum on breasts": 1,
+      "cum on butt": 1,
+      "cum on chest": 1,
+      "cum on face": 2,
+      "cum on feet": 1,
+      "cum on ground": 1,
+      "cum on head": 1,
+      "cum on leg": 2,
+      "cum on paw": 1,
+      "cum on pawpads": 1,
+      "cum on penis": 2,
+      "cum on tail": 1,
+      "cumshot": 2,
+      "detailed background": 4,
+      "detailed bulge": 1,
+      "dialogue": 4,
+      "digital media \\(artwork\\)": 2,
+      "digitigrade": 4,
+      "dildo": 1,
+      "dipstick tail": 2,
+      "disembodied hand": 1,
+      "dolphin shorts": 1,
+      "domestic dog": 1,
+      "dominant": 1,
+      "door": 1,
+      "dr. rasa \\(ruaidri\\)": 1,
+      "dripping": 1,
+      "drooling": 1,
+      "duo": 6,
+      "duo focus": 1,
+      "egyptian": 1,
+      "ejaculation": 2,
+      "electronics": 2,
+      "emanata": 1,
+      "empty eyes": 1,
+      "english text": 2,
+      "erection": 6,
+      "excessive cum": 1,
+      "excessive genital fluids": 1,
+      "exclamation point": 1,
+      "exercise ball": 1,
+      "exhibitionism": 2,
+      "eyebrows": 1,
+      "eyelashes": 1,
+      "eyes closed": 3,
+      "eyewear": 7,
+      "faceless character": 1,
+      "faceless male": 1,
+      "facesitting": 1,
+      "fairy tales": 1,
+      "fangs": 2,
+      "farv \\(funkyknife\\)": 1,
+      "feet": 7,
+      "fellatio": 2,
+      "female": 10,
+      "female penetrated": 3,
+      "femboy": 4,
+      "finger claws": 1,
+      "finger fetish": 1,
+      "finger in mouth": 2,
+      "finger play": 1,
+      "fingering": 1,
+      "fingers": 5,
+      "flat chested": 1,
+      "fluffy": 1,
+      "fluffy tail": 1,
+      "foot focus": 1,
+      "footwear": 1,
+      "forest": 1,
+      "fur": 19,
+      "furniture": 6,
+      "genital fluids": 9,
+      "genital outline": 1,
+      "genitals": 19,
+      "gesture": 1,
+      "ghost hands": 1,
+      "glasses": 7,
+      "glistening": 1,
+      "glistening anus": 1,
+      "glistening genitalia": 1,
+      "glistening pussy": 1,
+      "glowing": 1,
+      "glowing eyes": 1,
+      "green eyes": 3,
+      "grey background": 1,
+      "grey body": 2,
+      "grey eyes": 1,
+      "grey fur": 2,
+      "group": 4,
+      "gynomorph": 1,
+      "gynomorph penetrating": 1,
+      "gynomorph penetrating female": 1,
+      "gynomorph/female": 1,
+      "hair": 8,
+      "half-closed eyes": 1,
+      "half-erect": 1,
+      "halloween": 1,
+      "hand on butt": 1,
+      "hand on face": 1,
+      "hands-free": 1,
+      "happy": 1,
+      "happy sex": 1,
+      "hat": 1,
+      "headgear": 1,
+      "headwear": 1,
+      "heart eyes": 1,
+      "heart symbol": 3,
+      "hindpaw": 3,
+      "holding tail": 1,
+      "holidays": 1,
+      "hoodie": 1,
+      "hotpants": 1,
+      "huge butt": 1,
+      "humanoid genitalia": 6,
+      "humanoid penis": 6,
+      "hunter \\(evanskvrl\\)": 1,
+      "hypnolizard": 1,
+      "hypnosis": 1,
+      "imminent facesitting": 1,
+      "indoor nudity": 1,
+      "inner ear fluff": 1,
+      "innie pussy": 2,
+      "inscryption": 1,
+      "inside": 3,
+      "intersex": 1,
+      "intersex penetrating": 1,
+      "intersex penetrating female": 1,
+      "intersex/female": 1,
+      "interspecies": 4,
+      "jack \\(biffyjack94\\)": 1,
+      "jessie \\(ruaidri\\)": 1,
+      "jewelry": 1,
+      "kerchief": 1,
+      "keyboard": 1,
+      "kneeling": 1,
+      "knot": 1,
+      "kobold": 1,
+      "lamp": 1,
+      "laptop": 1,
+      "lava lamp": 1,
+      "leaking cum": 1,
+      "leash": 1,
+      "leg warmers": 1,
+      "legs up": 4,
+      "legwear": 3,
+      "licking": 3,
+      "licking lips": 2,
+      "licking own lips": 1,
+      "lily pad": 1,
+      "little red riding hood \\(copyright\\)": 1,
+      "long hair": 1,
+      "looking at another": 2,
+      "looking at viewer": 11,
+      "looking back": 5,
+      "looking back at viewer": 2,
+      "looking down": 2,
+      "looking down at viewer": 2,
+      "looking pleasured": 5,
+      "low-angle view": 2,
+      "lying": 6,
+      "machine": 1,
+      "male": 15,
+      "male anthro": 4,
+      "male penetrated": 1,
+      "male penetrating": 3,
+      "male penetrating anthro": 1,
+      "male penetrating female": 2,
+      "male penetrating male": 1,
+      "male wearing strapon": 1,
+      "male/ambiguous": 1,
+      "male/female": 3,
+      "male/male": 3,
+      "mammal": 1,
+      "markings": 2,
+      "master": 1,
+      "masturbation": 1,
+      "mellow \\(wizzikt\\)": 3,
+      "merlin \\(lllmaddy\\)": 1,
+      "messy": 1,
+      "mind control": 1,
+      "mink": 1,
+      "mostly nude": 1,
+      "multi nipple": 1,
+      "multicolored body": 2,
+      "multicolored fur": 1,
+      "multicolored tail": 1,
+      "musk": 1,
+      "musk drunk": 1,
+      "musk worship": 1,
+      "musky balls": 1,
+      "musky cock": 1,
+      "mustelid": 21,
+      "musteline": 21,
+      "nails": 1,
+      "narrowed eyes": 2,
+      "navel": 1,
+      "necktie": 1,
+      "nidhala \\(ruaidri\\)": 1,
+      "nipple piercing": 1,
+      "nipples": 7,
+      "nirvana": 1,
+      "nude": 11,
+      "nude anthro": 3,
+      "nude female": 1,
+      "nude male": 1,
+      "office chair": 1,
+      "offscreen character": 1,
+      "on back": 6,
+      "on bed": 1,
+      "on bench": 1,
+      "one eye closed": 1,
+      "open clothing": 1,
+      "open hoodie": 1,
+      "open mouth": 5,
+      "open shirt": 1,
+      "open smile": 1,
+      "open topwear": 1,
+      "oral": 3,
+      "orange body": 1,
+      "orange eyes": 1,
+      "orange fur": 1,
+      "orgasm": 4,
+      "orgasm face": 2,
+      "outdoor nudity": 2,
+      "outside": 2,
+      "outside sex": 2,
+      "parasol": 2,
+      "partially clothed": 1,
+      "patreon": 1,
+      "patreon logo": 1,
+      "patreon username": 1,
+      "pattern clothing": 1,
+      "pattern legwear": 1,
+      "pawpads": 8,
+      "paws": 8,
+      "pecs": 1,
+      "penetrable sex toy": 1,
+      "penetration": 4,
+      "penile": 4,
+      "penile penetration": 2,
+      "penis": 9,
+      "penis grab": 1,
+      "penis in pussy": 1,
+      "penis sniffing": 1,
+      "penis worship": 1,
+      "perineum": 3,
+      "petplay": 1,
+      "piercing": 1,
+      "pink anus": 1,
+      "pink areola": 1,
+      "pink background": 2,
+      "pink nipples": 1,
+      "pink nose": 2,
+      "pink pawpads": 2,
+      "pinup": 1,
+      "plant": 3,
+      "plantigrade": 1,
+      "plump labia": 1,
+      "pose": 1,
+      "poster": 1,
+      "pouting": 1,
+      "precum": 3,
+      "presenting": 6,
+      "presenting anus": 5,
+      "presenting balls": 2,
+      "presenting hindquarters": 4,
+      "presenting penis": 2,
+      "presenting pussy": 2,
+      "pubes": 1,
+      "public": 3,
+      "public erection": 1,
+      "public nudity": 2,
+      "public sex": 2,
+      "pull out": 1,
+      "pupils": 1,
+      "pussy": 7,
+      "question mark": 1,
+      "raised tail": 2,
+      "rating_explicit": 20,
+      "rating_questionable": 2,
+      "realistic penis size": 1,
+      "rear view": 3,
+      "red clothing": 1,
+      "red sweater": 1,
+      "red topwear": 1,
+      "rimming": 1,
+      "ring": 2,
+      "roleplay": 1,
+      "rope": 1,
+      "rope knot": 1,
+      "round glasses": 2,
+      "saliva": 2,
+      "sand": 2,
+      "sara \\(cassiethesnekwolf\\)": 1,
+      "scentplay": 1,
+      "sea": 1,
+      "seaside": 2,
+      "seductive": 2,
+      "self lick": 2,
+      "semi-anthro": 4,
+      "serena \\(ruaidri\\)": 3,
+      "sex": 7,
+      "sex on the beach": 1,
+      "sex toy": 1,
+      "shaking": 2,
+      "shirt": 2,
+      "shorts": 1,
+      "simple background": 3,
+      "sitting": 4,
+      "sitting on another": 1,
+      "sitting on ball": 1,
+      "size difference": 2,
+      "sky": 1,
+      "slave": 1,
+      "slightly chubby": 1,
+      "slim": 1,
+      "small breasts": 1,
+      "small dom big sub": 1,
+      "smile": 7,
+      "smiling at viewer": 2,
+      "sniffing": 1,
+      "socks": 1,
+      "sofa": 2,
+      "soles": 3,
+      "solo": 13,
+      "solo focus": 1,
+      "speech bubble": 2,
+      "spread anus": 1,
+      "spread butt": 1,
+      "spread legs": 3,
+      "spreading": 4,
+      "standing": 1,
+      "stoat": 1,
+      "stoat \\(inscryption\\)": 1,
+      "stockings": 1,
+      "strapon": 1,
+      "strapon masturbation": 1,
+      "strapon over chastity": 1,
+      "strapon over penis": 1,
+      "striped clothing": 1,
+      "striped legwear": 1,
+      "stripes": 1,
+      "sunglasses": 1,
+      "sweat": 2,
+      "sweater": 1,
+      "sweaty balls": 1,
+      "sweaty genitalia": 1,
+      "swimwear": 1,
+      "table": 1,
+      "tablet": 1,
+      "tablet pen": 1,
+      "tahlia \\(ruaidri\\)": 1,
+      "tail": 11,
+      "tail grab": 1,
+      "tail markings": 2,
+      "talking to viewer": 1,
+      "tan body": 3,
+      "tan fur": 3,
+      "teasing": 1,
+      "teeth": 4,
+      "text": 7,
+      "the art style is highly detailed and realistic.": 1,
+      "the character is seated on an ornate cushioned stool turning to look over its shoulder with a confident and slightly mischievous expression.": 1,
+      "the colors are predominantly neutral and muted with shades of white and cream dominating the character's fur contrasted by the deep dark background that adds depth and drama to the scene.": 1,
+      "the use of warm tones in the cushion provides a striking contrast to the otherwise cool palette.": 1,
+      "thick thighs": 4,
+      "thigh highs": 1,
+      "toe claws": 4,
+      "toeless legwear": 1,
+      "toes": 7,
+      "tongue": 8,
+      "tongue out": 5,
+      "topwear": 2,
+      "towel": 1,
+      "tre": 2,
+      "tre \\(milligram smile\\)": 1,
+      "tree": 1,
+      "trembling": 2,
+      "triangular anus": 1,
+      "trio": 1,
+      "true musteline": 1,
+      "tuft": 3,
+      "two tone body": 1,
+      "two tone fur": 1,
+      "underwear": 1,
+      "vaginal": 3,
+      "vaginal fingering": 1,
+      "vaginal penetration": 2,
+      "verbal": 1,
+      "verbal domination": 1,
+      "walking": 1,
+      "water": 2,
+      "weasel": 21,
+      "weekly": 1,
+      "whiskers": 4,
+      "white balls": 1,
+      "white body": 6,
+      "white clothing": 1,
+      "white fur": 6,
+      "white hair": 2,
+      "white shirt": 1,
+      "white topwear": 1,
+      "wolf": 2,
+      "wolf guy \\(ruaidri\\)": 1,
+      "worm's-eye view": 1,
+      "worship": 1,
+      "worshiping": 1,
+      "y anus": 1,
+      "yellow eyes": 1
+    }
+  },
+  "ss_text_encoder_lr": 0.0001,
+  "ss_total_batch_size": 96,
+  "ss_training_comment": null,
+  "ss_training_finished_at": 1717258450.2997327,
+  "ss_training_started_at": 1717250150.06749,
+  "ss_unet_lr": 0.0001,
+  "ss_v2": false,
+  "ss_zero_terminal_snr": false,
+  "sshs_legacy_hash": "9355bae9",
+  "sshs_model_hash": "839e6e9e8dbc35a44fab39cb44f154329faae4d0432c9cc9a3551c1ff81dfca9"
+}