goodguy1963/hidream-l1-full-img2img 🔢🖼️❓📝✓ → 🖼️

▶️ 855 runs 📅 Apr 2025 ⚙️ Cog 0.14.3
image-editing image-to-image

About

IMG2IMG for HiDream FULL AND DEV - does creative variations

Example Output

Output

Example output

Performance Metrics

56.91s Prediction Time
56.92s Total Time
All Input Parameters
{
  "cfg": 5,
  "seed": 42,
  "image": "https://replicate.delivery/pbxt/MtXvN5k7FNnb0dxuHFqRRKdhu2z4eqpxgpMANTOP6vUeNTSb/Better%20prompt%20%20%2813%29.jpeg",
  "steps": 50,
  "denoise": 0.6,
  "scheduler": "normal",
  "sampler_name": "uni_pc"
}
Input Parameters
cfg Type: numberDefault: 5.54Range: 1 - 20
Guidance scale
seed Type: integerDefault: 42
Random seed
image Type: string
Input image file (required)
shift Type: numberDefault: 3Range: 0 - 20
ModelSamplingSD3 shift parameter (0-20)
steps Type: integerDefault: 50Range: 1 - 100
Number of inference steps
denoise Type: numberDefault: 0.6Range: 0 - 1
Denoising strength
scheduler Default: normal
Scheduler for the sampler
sampler_name Default: uni_pc
Sampling algorithm to use
model_variant Default: full
HiDream model variant to use
prompt_prefix Type: stringDefault: Photo
With Florence2: Prefix to add to generated caption. Without Florence2: Complete prompt to use
use_florence2 Type: booleanDefault: true
Use Florence2 for automatic caption generation
florence2_task Default: prompt_gen_mixed_caption_plus
Florence2 task to perform
negative_prompt Type: stringDefault: bad ugly jpeg artifacts
Negative prompt to guide the model away from certain elements
florence2_text_input Type: stringDefault:
Optional text input for Florence2 (only used when Florence2 is enabled)
Output Schema

Output

Type: arrayItems Type: stringItems Format: uri

Example Execution Logs
📦 Downloading required HiDream models...
Total models to check: 6
🔄 Processing model 1/6: hidream_i1_full_fp16.safetensors
✅ Model hidream_i1_full_fp16.safetensors already exists (31.86 GB), skipping download
🔄 Processing model 2/6: clip_g_hidream.safetensors
✅ Model clip_g_hidream.safetensors already exists (1.29 GB), skipping download
🔄 Processing model 3/6: clip_l_hidream.safetensors
✅ Model clip_l_hidream.safetensors already exists (236.1 MB), skipping download
🔄 Processing model 4/6: llama_3.1_8b_instruct_fp8_scaled.safetensors
✅ Model llama_3.1_8b_instruct_fp8_scaled.safetensors already exists (8.46 GB), skipping download
🔄 Processing model 5/6: t5xxl_fp8_e4m3fn_scaled.safetensors
✅ Model t5xxl_fp8_e4m3fn_scaled.safetensors already exists (4.80 GB), skipping download
🔄 Processing model 6/6: ae.safetensors
✅ Model ae.safetensors already exists (319.8 MB), skipping download
📊 Download Summary:
✅ Successfully downloaded/verified: 6/6
Models ready:
- hidream_i1_full_fp16.safetensors (31.86 GB)
- clip_g_hidream.safetensors (1.29 GB)
- clip_l_hidream.safetensors (236.1 MB)
- llama_3.1_8b_instruct_fp8_scaled.safetensors (8.46 GB)
- t5xxl_fp8_e4m3fn_scaled.safetensors (4.80 GB)
- ae.safetensors (319.8 MB)
Seed set to: 42
Running workflow
[ComfyUI] got prompt
Executing node 108, title: String Function 🐍, class type: StringFunction|pysssss
Executing node 16, title: Positive Prompt, class type: CLIPTextEncode
Executing node 3, title: KSampler, class type: KSampler
[ComfyUI]
[ComfyUI] 0%|          | 0/50 [00:00<?, ?it/s]
[ComfyUI] 2%|▏         | 1/50 [00:01<00:53,  1.09s/it]
[ComfyUI] 4%|▍         | 2/50 [00:02<00:52,  1.10s/it]
[ComfyUI] 6%|▌         | 3/50 [00:03<00:51,  1.10s/it]
[ComfyUI] 8%|▊         | 4/50 [00:04<00:50,  1.10s/it]
[ComfyUI] 10%|█         | 5/50 [00:05<00:49,  1.10s/it]
[ComfyUI] 12%|█▏        | 6/50 [00:06<00:48,  1.10s/it]
[ComfyUI] 14%|█▍        | 7/50 [00:07<00:47,  1.10s/it]
[ComfyUI] 16%|█▌        | 8/50 [00:08<00:46,  1.10s/it]
[ComfyUI] 18%|█▊        | 9/50 [00:09<00:45,  1.10s/it]
[ComfyUI] 20%|██        | 10/50 [00:11<00:44,  1.10s/it]
[ComfyUI] 22%|██▏       | 11/50 [00:12<00:43,  1.10s/it]
[ComfyUI] 24%|██▍       | 12/50 [00:13<00:41,  1.10s/it]
[ComfyUI] 26%|██▌       | 13/50 [00:14<00:40,  1.10s/it]
[ComfyUI] 28%|██▊       | 14/50 [00:15<00:39,  1.10s/it]
[ComfyUI] 30%|███       | 15/50 [00:16<00:38,  1.10s/it]
[ComfyUI] 32%|███▏      | 16/50 [00:17<00:37,  1.10s/it]
[ComfyUI] 34%|███▍      | 17/50 [00:18<00:36,  1.10s/it]
[ComfyUI] 36%|███▌      | 18/50 [00:19<00:35,  1.11s/it]
[ComfyUI] 38%|███▊      | 19/50 [00:20<00:34,  1.11s/it]
[ComfyUI] 40%|████      | 20/50 [00:22<00:33,  1.11s/it]
[ComfyUI] 42%|████▏     | 21/50 [00:23<00:32,  1.11s/it]
[ComfyUI] 44%|████▍     | 22/50 [00:24<00:30,  1.11s/it]
[ComfyUI] 46%|████▌     | 23/50 [00:25<00:29,  1.11s/it]
[ComfyUI] 48%|████▊     | 24/50 [00:26<00:28,  1.11s/it]
[ComfyUI] 50%|█████     | 25/50 [00:27<00:27,  1.11s/it]
[ComfyUI] 52%|█████▏    | 26/50 [00:28<00:26,  1.11s/it]
[ComfyUI] 54%|█████▍    | 27/50 [00:29<00:25,  1.11s/it]
[ComfyUI] 56%|█████▌    | 28/50 [00:30<00:24,  1.11s/it]
[ComfyUI] 58%|█████▊    | 29/50 [00:32<00:23,  1.11s/it]
[ComfyUI] 60%|██████    | 30/50 [00:33<00:22,  1.11s/it]
[ComfyUI] 62%|██████▏   | 31/50 [00:34<00:21,  1.11s/it]
[ComfyUI] 64%|██████▍   | 32/50 [00:35<00:19,  1.11s/it]
[ComfyUI] 66%|██████▌   | 33/50 [00:36<00:18,  1.11s/it]
[ComfyUI] 68%|██████▊   | 34/50 [00:37<00:17,  1.11s/it]
[ComfyUI] 70%|███████   | 35/50 [00:38<00:16,  1.11s/it]
[ComfyUI] 72%|███████▏  | 36/50 [00:39<00:15,  1.11s/it]
[ComfyUI] 74%|███████▍  | 37/50 [00:40<00:14,  1.11s/it]
[ComfyUI] 76%|███████▌  | 38/50 [00:41<00:13,  1.11s/it]
[ComfyUI] 78%|███████▊  | 39/50 [00:43<00:12,  1.11s/it]
[ComfyUI] 80%|████████  | 40/50 [00:44<00:11,  1.11s/it]
[ComfyUI] 82%|████████▏ | 41/50 [00:45<00:09,  1.11s/it]
[ComfyUI] 84%|████████▍ | 42/50 [00:46<00:08,  1.11s/it]
[ComfyUI] 86%|████████▌ | 43/50 [00:47<00:07,  1.11s/it]
[ComfyUI] 88%|████████▊ | 44/50 [00:48<00:06,  1.11s/it]
[ComfyUI] 90%|█████████ | 45/50 [00:49<00:05,  1.11s/it]
[ComfyUI] 92%|█████████▏| 46/50 [00:50<00:04,  1.11s/it]
[ComfyUI] 94%|█████████▍| 47/50 [00:51<00:03,  1.11s/it]
[ComfyUI] 96%|█████████▌| 48/50 [00:53<00:02,  1.11s/it]
[ComfyUI] 98%|█████████▊| 49/50 [00:54<00:01,  1.11s/it]
[ComfyUI] 100%|██████████| 50/50 [00:55<00:00,  1.11s/it]
Executing node 8, title: VAE Decode, class type: VAEDecode
Executing node 9, title: Save Image, class type: SaveImage
[ComfyUI] 100%|██████████| 50/50 [00:55<00:00,  1.11s/it]
[ComfyUI] Prompt executed in 56.19 seconds
outputs:  {'108': {'text': ['Photo, A photo-realistic shoot from a front camera angle about a young woman sitting at a wooden table with a small dog in a cozy indoor setting. the image also shows a warm and inviting atmosphere. on the middle of the image, a 20 years old woman with light brown hair and blue eyes appears to be looking directly at the viewer. she is wearing a beige long-sleeved sweater and has a gentle smile on her face. her hands are resting on her chin, and she is sitting at the wooden table in front of the small dog. the dog is a small, fluffy breed with a brown and white coat. the background features a cozy living room with wooden beams and large windows letting in natural light. the lighting is soft and warm, creating a cozy atmosphere. 1girl, looking at viewer, smile, blue eyes, long hair, blonde hair, animal, indoors, sweater, blurry, lips, blurry background, table, hands on own face, nose, realistic camera_angle: from front, art_style: photo realistic, location: indoor, background: A cozy room with large windows allowing natural light to enter, text: NA, distance_to_camera: upper body, clothing: beige oversized sweater, image_composition: middle, pants: NA']}, '9': {'images': [{'filename': 'ComfyUI-HiDream_00001_.png', 'subfolder': '', 'type': 'output'}]}}
====================================
ComfyUI-HiDream_00001_.png
Version Details
Version ID
7820b5b85ecffa68a2ad8aeba3dfe526f1046fcaa209863fdcd999480751fc88
Version Created
April 25, 2025
Run on Replicate →