Info
https://huggingface.co/CalamitousFelicitousness/hyphoria_qwen_v1.0-BF16-Diffusers
https://civitai.com/models/2120166/hyphoria-qwen
| class | size | sfw | abstract | realism | art | text | anime | glass/mirror | complex |
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| qwen | 20B |
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Base Generation Sampler: res_3s Scheduler: bong_tangent Steps: varies (8-12) CFG: always 1 Lightning 8-step strength: 0.5-0.55 Hires (Latent Upscale) Sampler: res_2s Scheduler: bong_tangent Steps: varies (6-12) CFG: always 1 Lightning 8-step strength: 0.4-0.5 |
Related
Test 46 - Qwen Image Pruning 13B
Test 1 - Quick Check Samplers
Reference image is https://civitai.com/images/114935442 by ecaj
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| Steps | Euler FlowMatch (Time: 59.78s) | DPM2++ 2S FlowMatch (Time: 54.54s) | DPM2 FlowMatch (Time: 1m 0.88s) | DPM2++ 2M SDE FlowMatch (Time: 1m 12.42s ) |
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Test 2 - Different resolution
Test 3 - Different seed variations
Prompt: photorealistic girl in bookshop choosing the book in romantic stories shelf. smiling
2.1 Square
Steps: 12| Sampler: Euler FlowMatch| Seed: 790287152772005| CFG true: 4
| 512x512 | 656x656 | 768x768 | 1024x1024 | 1328x1328 | 1536x1536 | 2048x2048 |
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2.2 Vertical
| 1136x1472 | 928x1664 |
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2.3 Horisontal
| 1472x1136 | 1664x928 |
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Test 3 - 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 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.
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| AG4, STEP50 | Seed: 1620085323 | Seed:1931701040 | Seed:4075624134 | Seed:2736029172 | ||
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Test 4 - Bookshop
Prompt: photorealistic girl in bookshop choosing the book in romantic stories shelf. smiling
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Test 5 - 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.
Parameters: Steps: 16| Size: 1024x1024| Seed: 4075624134| CFG scale: 5| App: SD.Next| Version: d7eb90e| Pipeline: OvisImagePipeline| Operations: txt2img| Model: Ovis-Image-7B
285H Time: 2m 58.98s | total 180.04 pipeline 177.45 decode 1.51 callback 0.78 gc 0.28 | GPU 21078 MB 17% | RAM 31.23 GB 25%
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| 8 | 10 | 14 | 24 | |
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Test 6 - Legs
Prompt: Generate a photo of a
Test 6 - 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.
Parameters: Steps: 32| Size: 1024x1024| Seed: 1931701040| CFG scale: 5| App: SD.Next| Version: d7eb90e| Pipeline: OvisImagePipeline| Operations: txt2img| Model: Ovis-Image-7B
285H Time: 5m 56.50s | total 358.27 pipeline 354.97 decode 1.52 callback 1.48 gc 0.29 | GPU 21078 MB 17% | RAM 31.29 GB 25%
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Test 7 CivitAi profile cover generation
Prompt: image with 5 canvases and one android robot painting on the 3rd canvas. first two is done with some futuristic images, last two is blank. robot is surprised look back at the camera. paint brush is in the robot hand. Left bottom corner text "Flux.2 dev"
Parameters: Steps: 32| Size: 1600x400| Seed: 4014230639| CFG scale: 8
Prompt: with analog noise and glitches, CivitAi cover image with 5 canvases and one android robot painting on the 3rd canvas. first two is done with some futuristic images, last two is blank. robot is surprised look back at the camera. paint brush is in the robot hand.
Parameters: Steps: 32| Size: 1600x400| Seed: 2404111820| CFG scale: 3.5
Prompt: CivitAi cover image with 5 canvases and one android robot painting on the 3rd canvas. first two is done with some futuristic images, last two is blank. robot is surprised look back at the camera. paint brush is in the robot hand. Left bottom corner text "SD.Next + Flux.2 Dev", upper right corner text "Stable Diffusion at home"
Parameters: Steps: 50| Size: 1600x400| Seed: 978455805| CFG scale: 4
Prompt: LEGO style, CivitAi cover image with 5 canvases and one android robot painting on the 3rd canvas. first two is done with some futuristic images, last two is blank. robot is surprised look back at the camera. paint brush is in the robot hand. Left bottom corner text "SD.Next + Flux.2 Dev", upper right corner text "Stable Diffusion at home"
Parameters: Steps: 50| Size: 1600x400| Seed: 1179249187| CFG scale: 4
Test 8 - 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
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seed 68
| 8 | 16 | 32 | 64 | |
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Test 7 CivitAi profile cover generation
Prompt: image with 5 canvases and one android robot painting on the 3rd canvas. first two is done with some futuristic images, last two is blank. robot is surprised look back at the camera. paint brush is in the robot hand. Left bottom corner text "Flux.2 dev"
Parameters: Steps: 32| Size: 1600x400| Seed: 4014230639| CFG scale: 8
Prompt: with analog noise and glitches, CivitAi cover image with 5 canvases and one android robot painting on the 3rd canvas. first two is done with some futuristic images, last two is blank. robot is surprised look back at the camera. paint brush is in the robot hand.
Parameters: Steps: 32| Size: 1600x400| Seed: 2404111820| CFG scale: 3.5
Prompt: CivitAi cover image with 5 canvases and one android robot painting on the 3rd canvas. first two is done with some futuristic images, last two is blank. robot is surprised look back at the camera. paint brush is in the robot hand. Left bottom corner text "SD.Next + Flux.2 Dev", upper right corner text "Stable Diffusion at home"
Parameters: Steps: 50| Size: 1600x400| Seed: 978455805| CFG scale: 4
Prompt: LEGO style, CivitAi cover image with 5 canvases and one android robot painting on the 3rd canvas. first two is done with some futuristic images, last two is blank. robot is surprised look back at the camera. paint brush is in the robot hand. Left bottom corner text "SD.Next + Flux.2 Dev", upper right corner text "Stable Diffusion at home"
Parameters: Steps: 50| Size: 1600x400| Seed: 1179249187| CFG scale: 4
Test 8 - Empty prompts
1328x1328, Steps 50
seed 1 |
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seed 21 |
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seed 42 | seed 68 |
seed 2025 |
Test 9 - Other Models cover
Test 10 - Art Prompts
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Test 11 - Search for cover
Prompt: Brick wall with bright "Hyphoria Qwen" graffiti .Fantasy wizard girl gently blows a stream of glowing spores and luminous particles from her lips behind the text. Graffiti main colors are Lime and Mint. Dark grey asphalt on a sidewalk below. Large building number sign with text "20B" upper left side the graffiti.
System info
| Code Block |
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Tue Jan 6 20:50:32 2026
app: sdnext.git updated: 2026-01-06 hash: e33daab6a url: https://github.com/liutyi/sdnext/tree/pytorch
arch: x86_64 cpu: x86_64 system: Linux release: 6.17.0-8-generic
python: 3.12.3 Torch: 2.9.1+xpu
device: Intel(R) Arc(TM) Graphics (1) ipex:
ram: free:119.41 used:3.66 total:123.07
xformers: diffusers: 0.37.0.dev0 transformers: 4.57.3
active: xpu dtype: torch.bfloat16 vae: torch.bfloat16 unet: torch.bfloat16
base: Diffusers/CalamitousFelicitousness/hyphoria_qwen_v1.0-BF16-Diffusers [bc0f90041c] refiner: none vae: none te: none unet: none
ipex native none Scaled-Dot-Product |
Config
| Code Block |
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{
"diffusers_version": "88ffb0013972c7b9fd3725bcd63e3c3c1400834f",
"sd_model_checkpoint": "Diffusers/CalamitousFelicitousness/hyphoria_qwen_v1.0-BF16-Diffusers [bc0f90041c]",
"sd_checkpoint_hash": null,
"diffusers_offload_mode": "none",
"huggingface_token": "hf_..raU"
} |
Model info
Diffusers/CalamitousFelicitousness/hyphoria_qwen_v1.0-BF16-Diffusers [bc0f90041c]seed 2025
Test 9 - Other Models cover
Test 10 - Art Prompts
Compare Art to Z Image turbo
System info
| Code Block |
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Config
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{
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| Module | Class | Device | Dtype | Quant | Params | Modules | Config |
|---|---|---|---|---|---|---|---|
| vae | AutoencoderKLQwenImage | xpu:0 | torch.bfloat16 | None | 126892531 | 260 | FrozenDict({'base_dim': 96, 'z_dim': 16, 'dim_mult': [1, 2, 4, 4], 'num_res_blocks': 2, 'attn_scales': [], 'temperal_downsample': [False, True, True], 'dropout': 0.0, 'input_channels': 3, 'latents_mean': [-0.7571, -0.7089, -0.9113, 0.1075, -0.1745, 0.9653, -0.1517, 1.5508, 0.4134, -0.0715, 0.5517, -0.3632, -0.1922, -0.9497, 0.2503, -0.2921], 'latents_std': [2.8184, 1.4541, 2.3275, 2.6558, 1.2196, 1.7708, 2.6052, 2.0743, 3.2687, 2.1526, 2.8652, 1.5579, 1.6382, 1.1253, 2.8251, 1.916], '_use_default_values': ['input_channels'], '_class_name': 'AutoencoderKLQwenImage', '_diffusers_version': '0.34.0.dev0', '_name_or_path': '/mnt/models/Diffusers/models--CalamitousFelicitousness--hyphoria_qwen_v1.0-BF16-Diffusers/snapshots/bc0f90041c79c3cbd1936143e574035335e0207b/vae'}) |
| text_encoder | Qwen2_5_VLForConditionalGeneration | xpu:0 | torch.bfloat16 | None | 8292166656 | 763 | Qwen2_5_VLConfig { "architectures": [ "Qwen2_5_VLForConditionalGeneration" ], "attention_dropout": 0.0, "bos_token_id": 151643, "dtype": "bfloat16", "eos_token_id": 151645, "hidden_act": "silu", "hidden_size": 3584, "initializer_range": 0.02, "intermediate_size": 18944, "max_position_embeddings": 128000, "max_window_layers": 28, "model_type": "qwen2_5_vl", "num_attention_heads": 28, "num_hidden_layers": 28, "num_key_value_heads": 4, "rms_norm_eps": 1e-06, "rope_scaling": { "mrope_section": [ 16, 24, 24 ], "rope_type": "default", "type": "default" }, "rope_theta": 1000000.0, "sliding_window": 32768, "text_config": { "_name_or_path": "hunyuanvideo-community/HunyuanImage-2.1-Diffusers", "architectures": [ "Qwen2_5_VLForConditionalGeneration" ], "attention_dropout": 0.0, "bos_token_id": 151643, "dtype": "bfloat16", "eos_token_id": 151645, "hidden_act": "silu", "hidden_size": 3584, "image_token_id": 151655, "initializer_range": 0.02, "intermediate_size": 18944, "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": 128000, "max_window_layers": 28, "model_type": "qwen2_5_vl_text", "num_attention_heads": 28, "num_hidden_layers": 28, "num_key_value_heads": 4, "rms_norm_eps": 1e-06, "rope_scaling": { "mrope_section": [ 16, 24, 24 ], "rope_type": "default", "type": "default" }, "rope_theta": 1000000.0, "sliding_window": null, "use_cache": true, "use_sliding_window": false, "video_token_id": 151656, "vision_end_token_id": 151653, "vision_start_token_id": 151652, "vision_token_id": 151654, "vocab_size": 152064 }, "tie_word_embeddings": false, "transformers_version": "4.57.3", "use_cache": true, "use_sliding_window": false, "vision_config": { "depth": 32, "dtype": "bfloat16", "fullatt_block_indexes": [ 7, 15, 23, 31 ], "hidden_act": "silu", "hidden_size": 1280, "in_channels": 3, "in_chans": 3, "initializer_range": 0.02, "intermediate_size": 3420, "model_type": "qwen2_5_vl", "num_heads": 16, "out_hidden_size": 3584, "patch_size": 14, "spatial_merge_size": 2, "spatial_patch_size": 14, "temporal_patch_size": 2, "tokens_per_second": 2, "window_size": 112 }, "vision_token_id": 151654, "vocab_size": 152064 } |
| tokenizer | Qwen2Tokenizer | None | None | None | 0 | 0 | None |
| transformer | QwenImageTransformer2DModel | xpu:0 | torch.bfloat16 | None | 20430401088 | 2297 | FrozenDict({'patch_size': 2, 'in_channels': 64, 'out_channels': 16, 'num_layers': 60, 'attention_head_dim': 128, 'num_attention_heads': 24, 'joint_attention_dim': 3584, 'guidance_embeds': False, 'axes_dims_rope': [16, 56, 56], 'zero_cond_t': False, 'use_additional_t_cond': False, 'use_layer3d_rope': False, '_use_default_values': ['zero_cond_t', 'use_layer3d_rope', 'use_additional_t_cond'], '_class_name': 'QwenImageTransformer2DModel', '_diffusers_version': '0.35.2', 'pooled_projection_dim': 768, '_name_or_path': 'CalamitousFelicitousness/hyphoria_qwen_v1.0-BF16-Diffusers'}) |
| scheduler | FlowMatchDPMSolverMultistepScheduler | None | None | None | 0 | 0 | FrozenDict({'num_train_timesteps': 1000, 'beta_start': 0.00085, 'beta_end': 0.012, 'beta_schedule': 'linear', 'trained_betas': None, 'solver_order': 2, 'algorithm_type': 'dpmsolver2', 'solver_type': 'midpoint', 'sigma_schedule': None, 'shift': 3, 'midpoint_ratio': 0.5, 's_noise': 1.0, 'use_noise_sampler': True, 'use_beta_sigmas': False, 'use_dynamic_shifting': False, 'base_shift': 0.5, 'max_shift': 1.15, 'base_image_seq_len': 256, 'max_image_seq_len': 4096, '_use_default_values': ['solver_type', 's_noise', 'midpoint_ratio', 'trained_betas', 'max_image_seq_len', 'base_image_seq_len']}) |
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