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Image Added

https://huggingface.co/AIDC-AI/Ovis-Image-7B

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Test 0 - Different seed variations

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

Parameters: Steps: 50| Size: 1024x1024| Seed: 1620085323| CFG scale: 5| App: SD.Next| Version: d7eb90e| Pipeline: OvisImagePipeline| Operations: txt2img| Model: Ovis-Image-7B

285H Time: 9m 19.20s | total 561.76 pipeline 556.42 decode 2.72 callback 2.18 gc 0.38 | GPU 21078 MB 17% | RAM 30.89 GB 25%

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.


CFG4, STEP50Seed: 1620085323Seed:1931701040Seed:4075624134Seed:2736029172
bookshop girl

Image Added




hand and face

Image Added




legs and shoes




Test 1 - Bookshop

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




816203250
CFG1




CFG2




CFG3




CFG4




CFG5




CFG6




CFG7





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.



816203250
CFG1




CFG2




CFG3




CFG4




CFG5




CFG6




CFG7




Test 3 - Legs

Prompt: 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.




8163264
CFG2



CFG4



CFG6



CFG8



CFG10



Test 4 CivitAi profile cover generation

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Test 5 - Empty prompts


1024x1024, Steps 50


seed 1


seed 2


seed 3


seed 4


seed 5


seed 6


seed 7


seed 8


seed 9


seed 10


seed 21


seed 38


seed 42

 

seed 68


seed 2025

Test 6 - Other Models cover

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Test 8 - Search for cover image



System info

Code Block

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Config

Code Block
{

}


Model info

AIDC-AI/Ovis-Image-7B [ac8fb1056c]
ModuleClassDeviceDtypeQuantParamsModulesConfig
vaeAutoencoderKLxpu:0torch.bfloat16None83819683241

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': 16, 'norm_num_groups': 32, 'sample_size': 1024, 'scaling_factor': 0.3611, 'shift_factor': 0.1159, 'latents_mean': None, 'latents_std': None, 'force_upcast': True, 'use_quant_conv': False, 'use_post_quant_conv': False, 'mid_block_add_attention': True, '_class_name': 'AutoencoderKL', '_diffusers_version': '0.30.0.dev0', '_name_or_path': '/mnt/models/Diffusers/models--AIDC-AI--Ovis-Image-7B/snapshots/ac8fb1056c6df0b22901ddcabc965336eb9bdc41/vae'})

text_encoderQwen3Modelxpu:0torch.bfloat16None1720574976425

Qwen3Config { "_attn_implementation_autoset": true, "architectures": [ "Qwen3Model" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 151643, "dtype": "bfloat16", "eos_token_id": 151645, "head_dim": 128, "hidden_act": "silu", "hidden_size": 2048, "initializer_range": 0.02, "intermediate_size": 6144, "layer_types": [ "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention" ], "max_position_embeddings": 40960, "max_window_layers": 28, "model_type": "qwen3", "num_attention_heads": 16, "num_hidden_layers": 28, "num_key_value_heads": 8, "rms_norm_eps": 1e-06, "rope_scaling": null, "rope_theta": 1000000, "sliding_window": null, "tie_word_embeddings": true, "transformers_version": "4.57.3", "use_cache": true, "use_sliding_window": false, "vocab_size": 151936 }

tokenizerQwen2TokenizerFastNoneNoneNone00

None

transformerOvisImageTransformer2DModelxpu:0torch.bfloat16None7370449728635

FrozenDict({'patch_size': 1, 'in_channels': 64, 'out_channels': None, 'num_layers': 6, 'num_single_layers': 27, 'attention_head_dim': 128, 'num_attention_heads': 24, 'joint_attention_dim': 2048, 'axes_dims_rope': [16, 56, 56], '_class_name': 'OvisImageTransformer2DModel', '_diffusers_version': '0.36.0.dev0', '_name_or_path': '/mnt/models/Diffusers/models--AIDC-AI--Ovis-Image-7B/snapshots/ac8fb1056c6df0b22901ddcabc965336eb9bdc41/transformer'})

schedulerFlowMatchEulerDiscreteSchedulerNoneNoneNone00

FrozenDict({'num_train_timesteps': 1000, 'shift': 3.0, 'use_dynamic_shifting': True, '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', 'use_exponential_sigmas', 'use_karras_sigmas', 'time_shift_type', 'shift_terminal', 'stochastic_sampling', 'use_beta_sigmas'], '_class_name': 'FlowMatchEulerDiscreteScheduler', '_diffusers_version': '0.30.0.dev0'})