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Info

https://huggingface.co/purplesmartai/pony-v7-base

V7 supports resolutions in the range of 768px to 1536px. It is recommended to go for higher resolutions and at least 30 steps during inference.



Test 0 - Different seed variations

Prompt: photorealistic girl in bookshop choosing the book in romantic stories shelf. smiling

Prompt: Create a close-up photograph of a woman's face and hand, with her hand raised to her chin. She is wearing a white blazer and has a gold ring on her finger. Her nails are neatly manicured and her hair is pulled back into a low bun. She is smiling and has a radiant expression on her face. The background is a plain light gray color. The overall mood of the photo is elegant and sophisticated. The photo should have a soft, natural light and a slight warmth to it. The woman's hair is dark brown and pulled back into a low bun, with a few loose strands framing her face.

Prompt: Generate a photo of a woman's legs, with her feet crossed and wearing white high-heeled shoes with ribbons tied around her ankles. The shoes should have a pointed toe and a stiletto heel. The woman's legs should be smooth and tanned, with a slight sheen to them. The background should be a light gray color. The photo should be taken from a low angle, looking up at the woman's legs. The ribbons should be tied in a bow shape around the ankles. The shoes should have a red sole. The woman's legs should be slightly bent at the knee.

1280

CFG5, STEP 50Seed: 1620085323Seed:1931701040Seed:4075624134Seed:2736029172
bookshop girl

hand and face


legs and shoes



1024

CFG6, STEP 12Seed: 1620085323Seed:1931701040Seed:4075624134Seed:2736029172
bookshop girl

hand and face

legs and shoes

Test 1 - Bookshop

Prompt: photorealistic girl in bookshop choosing the book in romantic stories shelf. smiling



48163264

CFG1






CFG2






CFG3






CFG4






CFG5






CFG6






CFG8







Test 2 - Face and hand

Prompt: Create a close-up photograph of a woman's face and hand, with her hand raised to her chin. She is wearing a white blazer and has a gold ring on her finger. Her nails are neatly manicured and her hair is pulled back into a low bun. She is smiling and has a radiant expression on her face. The background is a plain light gray color. The overall mood of the photo is elegant and sophisticated. The photo should have a soft, natural light and a slight warmth to it. The woman's hair is dark brown and pulled back into a low bun, with a few loose strands framing her face.



8162032

CFG1





CFG2





CFG3





CFG3.5





CFG4





CFG5





CFG8





Test 3 - Legs

Prompt: Generate a photo of a woman's legs, with her feet crossed and wearing white high-heeled shoes with ribbons tied around her ankles. The shoes should have a pointed toe and a stiletto heel. The woman's legs should be smooth and tanned, with a slight sheen to them. The background should be a light gray color. The photo should be taken from a low angle, looking up at the woman's legs. The ribbons should be tied in a bow shape around the ankles. The shoes should have a red sole. The woman's legs should be slightly bent at the knee.



8162032

CFG1





CFG2





CFG3





CFG3.5





CFG4





CFG5





CFG8





Test 4 - Other model Covers



System info


Tue Oct 28 19:05:13 2025
app: sdnext.git updated: 2025-10-28 hash: 913af5ebf url: https://github.com/liutyi/sdnext.git/tree/ipex
arch: x86_64 cpu: x86_64 system: Linux release: 6.14.0-33-generic 
python: 3.12.3 Torch 2.7.1+xpu 
device: Intel(R) Arc(TM) Graphics (1) ipex: 2.7.10+xpu
ram: free:121.31 used:4.02 total:125.33
gpu: free:98.06 used:19.31 total:117.37 gpu-active: current:15.57 peak:17.28 gpu-allocated: current:15.57 peak:17.28 gpu-reserved: current:19.31 peak:19.31 gpu-inactive: current:0.43 peak:0.91
events: retries:0 oom:0 utilization: 0
xformers: diffusers: 0.36.0.dev0 transformers: 4.57.1
active: xpu dtype: torch.bfloat16 vae: torch.bfloat16 unet: torch.bfloat16
base: Diffusers/purplesmartai/pony-v7-base [af688af595] refiner: none vae: none te: none unet: none
ipex native none Scaled-Dot-Product


Config

{
  "diffusers_version": "84e16575e4c5e90b6b49301cfa162ced4cf478d2",
  "diffusers_to_gpu": true,
  "device_map": "gpu",
  "model_wan_stage": "combined",
  "diffusers_offload_mode": "none",
  "ui_request_timeout": 300000,
  "civitai_token": "f1..65",
  "huggingface_token": "hf_...FraU",
  "hf_transfer_mode": "xet",
  "sd_checkpoint_hash": null,
  "sdnq_dequantize_compile": false,
  "show_progress_type": "Approximate",
  "sd_model_checkpoint": "Diffusers/purplesmartai/pony-v7-base [af688af595]"
}


Model info

ModuleClassDeviceDtypeQuantParamsModulesConfig
tokenizerLlamaTokenizerFastNoneNoneNone00

None

text_encoderUMT5EncoderModelxpu:0torch.bfloat16None1223550976486

UMT5Config { "architectures": [ "UMT5EncoderModel" ], "classifier_dropout": 0.0, "d_ff": 5120, "d_kv": 64, "d_model": 2048, "decoder_start_token_id": 0, "dense_act_fn": "gelu_new", "dropout_rate": 0.1, "dtype": "bfloat16", "eos_token_id": 2, "feed_forward_proj": "gated-gelu", "initializer_factor": 1.0, "is_encoder_decoder": true, "is_gated_act": true, "layer_norm_epsilon": 1e-06, "model_type": "umt5", "num_decoder_layers": 24, "num_heads": 32, "num_layers": 24, "output_past": true, "pad_token_id": 0, "relative_attention_max_distance": 128, "relative_attention_num_buckets": 32, "scalable_attention": true, "tie_word_embeddings": false, "tokenizer_class": "LlamaTokenizerFast", "transformers_version": "4.57.1", "use_cache": true, "vocab_size": 32128 }

vaeAutoencoderKLxpu:0torch.bfloat16None83653863243

FrozenDict({'in_channels': 3, 'out_channels': 3, 'down_block_types': ['DownEncoderBlock2D', 'DownEncoderBlock2D', 'DownEncoderBlock2D', 'DownEncoderBlock2D'], 'up_block_types': ['UpDecoderBlock2D', 'UpDecoderBlock2D', 'UpDecoderBlock2D', 'UpDecoderBlock2D'], 'block_out_channels': [128, 256, 512, 512], 'layers_per_block': 2, 'act_fn': 'silu', 'latent_channels': 4, 'norm_num_groups': 32, 'sample_size': 1024, 'scaling_factor': 0.13025, 'shift_factor': None, 'latents_mean': None, 'latents_std': None, 'force_upcast': True, 'use_quant_conv': True, 'use_post_quant_conv': True, 'mid_block_add_attention': True, '_use_default_values': ['mid_block_add_attention'], '_class_name': 'AutoencoderKL', '_diffusers_version': '0.30.0.dev0', '_name_or_path': '/mnt/models/Diffusers/models--purplesmartai--pony-v7-base/snapshots/af688af595b3ed4d482e2997a0804250a06a9e8f/vae'})

transformerAuraFlowTransformer2DModelxpu:0torch.bfloat16None6858605568759

FrozenDict({'sample_size': 64, 'patch_size': 2, 'in_channels': 4, 'num_mmdit_layers': 4, 'num_single_dit_layers': 32, 'attention_head_dim': 256, 'num_attention_heads': 12, 'joint_attention_dim': 2048, 'caption_projection_dim': 3072, 'out_channels': 4, 'pos_embed_max_size': 9216, '_class_name': 'AuraFlowTransformer2DModel', '_diffusers_version': '0.34.0.dev0', '_name_or_path': 'purplesmartai/pony-v7-base'})

schedulerFlowMatchEulerDiscreteSchedulerNoneNoneNone00

FrozenDict({'num_train_timesteps': 1000, 'shift': 1.73, 'use_dynamic_shifting': False, 'base_shift': 0.5, 'max_shift': 1.15, 'base_image_seq_len': 256, 'max_image_seq_len': 4096, 'invert_sigmas': False, 'shift_terminal': None, 'use_karras_sigmas': False, 'use_exponential_sigmas': False, 'use_beta_sigmas': False, 'time_shift_type': 'exponential', 'stochastic_sampling': False, '_use_default_values': ['invert_sigmas', 'shift_terminal', 'use_exponential_sigmas', 'use_dynamic_shifting', 'stochastic_sampling', 'max_image_seq_len', 'base_image_seq_len', 'max_shift', 'use_beta_sigmas', 'base_shift',


Prompting Pony V7

https://civitai.com/articles/21107


prompting
special tags, factual description of image, stylistic description of image, additional content tags
Special tags
rating_X (general, sensitive, explicit), score_X ( 0 to 9 ), style_cluster_x, source_X 
style clusters
BLOCKLIST_CLUSTERS = set(
    [
        1537, 1540, 1544, 520, 532, 1046, 24, 26, 1051, 1566, 31,
        545, 1058, 1572, 1061, 1575, 1065, 1066, 1580, 1072, 2045,
        560, 1591, 1085, 1598, 1599, 62, 1602, 1604, 1606, 584,
        1612, 81, 1111, 1626, 1115, 1632, 1634, 610, 616, 1642,
        620, 114, 627, 633, 1148, 640, 647, 138, 1675, 1676, 670,
        159, 1185, 161, 1704, 1198, 686, 687, 180, 1205, 692, 1208,
        1211, 188, 1725, 700, 1727, 1730, 1224, 1737, 1226, 1229,
        1742, 1743, 209, 1235, 1749, 725, 224, 737, 230, 231, 1258,
        1770, 747, 1261, 1273, 1785, 1281, 1793, 1286, 1806, 271,
        1299, 275, 276, 1816, 796, 797, 288, 804, 1321, 811, 1837,
        302, 816, 818, 1850, 1341, 1350, 1863, 329, 1866, 1355,
        1872, 851, 853, 857, 1373, 351, 1888, 1889, 354, 355, 869,
        358, 871, 1391, 884, 373, 1398, 1914, 1917, 894, 1920,
        1924, 1925, 1418, 909, 1422, 910, 1425, 1937, 1427, 1428,
        1430, 1436, 1954, 933, 1958, 429, 1970, 436, 1973, 1976,
        1977, 440, 1985, 1476, 966, 968, 970, 460, 1485, 973, 1489,
        468, 1495, 2008, 993, 2021, 493, 1014, 1528, 505, 1532,
        1533, 2047
    ]


characters
<species> <gender> <name> from <source>
Anthro bunny female Lola Bunny from Space Jam

Prompt examples

score_9, rating_sensitive, style_cluster_430, A smiling anthro female Pinkie Pie is dressed in a bridal outfit, complete with a white veil and a blue choker with a blue bow. She is wearing a white wedding dress with a sweetheart neckline, and her medium breasts are visible. Her pink skin contrasts with her vibrant blue eyes. She is holding a bouquet of flowers with orange and yellow roses. The background is a soft, blurred blue, putting the focus on the character. Medium close-up with a slight low angle perspective. Soft lighting from the top left. Digital illustration with semi-realistic style. Vibrant color palette utilizing a complementary color scheme of pinks and blues. Subtle highlights and specular reflections enhance the textures. The image has a contemporary aesthetic with a playful and whimsical feel. 1girl, solo, long hair, breasts, looking at viewer, smile, blue eyes, gloves, dress, holding, animal ears, cleavage, bare shoulders, medium breasts, pink hair, flower, choker, artist name, white gloves, white dress, blue background, horse ears, white flower, furry, veil, furry female, bouquet, wedding dress, bridal veil, holding bouquet, bride, pink skin
A smiling anthro female Pinkie Pie is dressed in a bridal outfit, complete with a white veil and a blue choker with a blue bow. She is wearing a white wedding dress with a sweetheart neckline, and her medium breasts are visible. Her pink skin contrasts with her vibrant blue eyes. She is holding a bouquet of flowers with orange and yellow roses. The background is a soft, blurred blue, putting the focus on the character. Medium close-up with a slight low angle perspective.

style-specific elements

Shot Type – From extreme long shot to extreme close-up. (You may notice the shot type placement isn't entirely consistent—we experimented with including it in both the caption and style sections over time, so it should work well in either location.)

Composition Techniques – Special techniques like dutch angle or fisheye lens.

Depth Properties – Depth-related characteristics of the image.

Lighting – Type and position of light sources.

Image Medium – Such as 3D render, photo, or digital illustration. Include coloring and shading styles where relevant for the medium (though these tend to be less precise, and style clusters provide better control).

Color Scheme – The overall color palette of the image.

Special Effects – Such as motion blur or other visual effects.

Classical Art Styles – Specific movements like Art Nouveau.

Strong Aesthetics – Distinctive aesthetic themes like Synthwave.

Prompt tags example

1girl, solo, long hair, breasts, looking at viewer, smile, blue eyes, gloves, dress, holding, animal ears, cleavage, bare shoulders, medium breasts, pink hair, flower, choker, artist name, white gloves, white dress, blue background, horse ears, white flower, furry, veil, furry female, bouquet, wedding dress, bridal veil, holding bouquet, bride, pink skin
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