tillemanm/airrange 🖼️🔢❓📝✓ → 🖼️

▶️ 188 runs 📅 Sep 2024 ⚙️ Cog 0.11.1
image-inpainting image-to-image interior-design lora

About

interior ai

Example Output

Prompt:

" a sleek, modern living room, The room features minimalist yet elegant furniture, such as a low-profile leather sofa in a neutral tone, complemented by a glass coffee table with chrome accents, warm ambient light from recessed ceiling fixtures and a stylish pendant lamp hanging over the seating area, A large abstract painting or statement art piece decorates one wall, The color palette is a mix of soft grays, whites, and blacks with touches of metallic elements, creating a sophisticated yet cozy ambiance, A plush area rug anchors the seating area, Potted plants bring in a touch of greenery, The overall vibe is one of understated luxury, merging the comfort of home, the windows are overlooking skyscrapers"

Output

Example output

Performance Metrics

46.75s Prediction Time
46.75s Total Time
All Input Parameters
{
  "image": "https://replicate.delivery/pbxt/Lc0omHYy4o85lfw2YPfgHfiKXdUv62MMA9JYpafvk2o93qfX/1000_F_221448410_fH00fRvgGU7V1yRGpLMKuacsC82UETrj.jpg",
  "model": "dev",
  "prompt": " a sleek, modern living room, The room features minimalist yet elegant furniture, such as a low-profile leather sofa in a neutral tone, complemented by a glass coffee table with chrome accents, warm ambient light from recessed ceiling fixtures and a stylish pendant lamp hanging over the seating area, A large abstract painting or statement art piece decorates one wall, The color palette is a mix of soft grays, whites, and blacks with touches of metallic elements, creating a sophisticated yet cozy ambiance, A plush area rug anchors the seating area, Potted plants bring in a touch of greenery, The overall vibe is one of understated luxury, merging the comfort of home, the windows are overlooking skyscrapers",
  "lora_scale": 1,
  "num_outputs": 1,
  "aspect_ratio": "1:1",
  "output_format": "webp",
  "guidance_scale": 3.5,
  "output_quality": 90,
  "prompt_strength": 0.8,
  "extra_lora_scale": 1,
  "num_inference_steps": 28
}
Input Parameters
mask Type: string
Image mask for image inpainting mode. If provided, aspect_ratio, width, and height inputs are ignored.
seed Type: integer
Random seed. Set for reproducible generation
image Type: string
Input image for image to image or inpainting mode. If provided, aspect_ratio, width, and height inputs are ignored.
model Default: dev
Which model to run inference with. The dev model performs best with around 28 inference steps but the schnell model only needs 4 steps.
width Type: integerRange: 256 - 1440
Width of generated image. Only works if `aspect_ratio` is set to custom. Will be rounded to nearest multiple of 16. Incompatible with fast generation
height Type: integerRange: 256 - 1440
Height of generated image. Only works if `aspect_ratio` is set to custom. Will be rounded to nearest multiple of 16. Incompatible with fast generation
prompt (required) Type: string
Prompt for generated image. If you include the `trigger_word` used in the training process you are more likely to activate the trained object, style, or concept in the resulting image.
go_fast Type: booleanDefault: false
Run faster predictions with model optimized for speed (currently fp8 quantized); disable to run in original bf16
extra_lora Type: string
Load LoRA weights. Supports Replicate models in the format <owner>/<username> or <owner>/<username>/<version>, HuggingFace URLs in the format huggingface.co/<owner>/<model-name>, CivitAI URLs in the format civitai.com/models/<id>[/<model-name>], or arbitrary .safetensors URLs from the Internet. For example, 'fofr/flux-pixar-cars'
lora_scale Type: numberDefault: 1Range: -1 - 3
Determines how strongly the main LoRA should be applied. Sane results between 0 and 1 for base inference. For go_fast we apply a 1.5x multiplier to this value; we've generally seen good performance when scaling the base value by that amount. You may still need to experiment to find the best value for your particular lora.
megapixels Default: 1
Approximate number of megapixels for generated image
num_outputs Type: integerDefault: 1Range: 1 - 4
Number of outputs to generate
aspect_ratio Default: 1:1
Aspect ratio for the generated image. If custom is selected, uses height and width below & will run in bf16 mode
output_format Default: webp
Format of the output images
guidance_scale Type: numberDefault: 3Range: 0 - 10
Guidance scale for the diffusion process. Lower values can give more realistic images. Good values to try are 2, 2.5, 3 and 3.5
output_quality Type: integerDefault: 80Range: 0 - 100
Quality when saving the output images, from 0 to 100. 100 is best quality, 0 is lowest quality. Not relevant for .png outputs
prompt_strength Type: numberDefault: 0.8Range: 0 - 1
Prompt strength when using img2img. 1.0 corresponds to full destruction of information in image
extra_lora_scale Type: numberDefault: 1Range: -1 - 3
Determines how strongly the extra LoRA should be applied. Sane results between 0 and 1 for base inference. For go_fast we apply a 1.5x multiplier to this value; we've generally seen good performance when scaling the base value by that amount. You may still need to experiment to find the best value for your particular lora.
replicate_weights Type: string
Load LoRA weights. Supports Replicate models in the format <owner>/<username> or <owner>/<username>/<version>, HuggingFace URLs in the format huggingface.co/<owner>/<model-name>, CivitAI URLs in the format civitai.com/models/<id>[/<model-name>], or arbitrary .safetensors URLs from the Internet. For example, 'fofr/flux-pixar-cars'
num_inference_steps Type: integerDefault: 28Range: 1 - 50
Number of denoising steps. More steps can give more detailed images, but take longer.
disable_safety_checker Type: booleanDefault: false
Disable safety checker for generated images.
Output Schema

Output

Type: arrayItems Type: stringItems Format: uri

Example Execution Logs
Using seed: 55946
Prompt:  a sleek, modern living room, The room features minimalist yet elegant furniture, such as a low-profile leather sofa in a neutral tone, complemented by a glass coffee table with chrome accents, warm ambient light from recessed ceiling fixtures and a stylish pendant lamp hanging over the seating area, A large abstract painting or statement art piece decorates one wall, The color palette is a mix of soft grays, whites, and blacks with touches of metallic elements, creating a sophisticated yet cozy ambiance, A plush area rug anchors the seating area, Potted plants bring in a touch of greenery, The overall vibe is one of understated luxury, merging the comfort of home, the windows are overlooking skyscrapers
[!] img2img mode
Using dev model for img2img
Using dev model
free=6745265340416
Downloading weights
2024-09-12T20:28:45Z | INFO  | [ Initiating ] chunk_size=150M dest=/tmp/tmpkzlunsbd/weights url=https://replicate.delivery/yhqm/lCGFeWAIpXXEYqunpnbIrMxDf1gKc6cNTTDcnduULhpPENcTA/trained_model.tar
2024-09-12T20:28:46Z | INFO  | [ Complete ] dest=/tmp/tmpkzlunsbd/weights size="172 MB" total_elapsed=1.794s url=https://replicate.delivery/yhqm/lCGFeWAIpXXEYqunpnbIrMxDf1gKc6cNTTDcnduULhpPENcTA/trained_model.tar
Downloaded weights in 1.83s
Loaded LoRAs in 41.31s
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Version Details
Version ID
3e77fbeed790ae407424e0d664215efc203369e43c06ff2c4ffd7a5e5bac3553
Version Created
November 6, 2024
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