orbifolia-coder/id-sketch 🖼️🔢❓📝✓ → 🖼️

▶️ 112 runs 📅 Sep 2025 ⚙️ Cog 0.13.6

About

Example Output

Prompt:

"Industrial design ideation sketch sheet of handheld laser measurer concepts in SKTCH style, full page of diverse variations. Freehand pencil and pen linework with visible construction lines, quick perspective views, orthographic sketches, sectional cutaways, and exploded details. Designs explore compact rectangular blocks, slim pucks, and rounded silhouettes with softened edges. Key details include transparent polycarbonate housings, frosted underlayers, anodised aluminum rims, segmented LED glyph strips (arcs, dots, bars), pixel-font numeric displays, small red accent markers, visible screws, etched PCB traces, and subtle coil details. Sketches feature annotations and arrows highlighting features like display, sensor window, LED ring, and parting lines. Grey marker shading adds depth. Loose, exploratory ideation doodle style, overlapping sketches, professional industrial design sketch sheet aesthetic on white background.”"

Output

Performance Metrics

11.04s Prediction Time

11.08s Total Time

All Input Parameters

{
  "model": "dev",
  "prompt": "Industrial design ideation sketch sheet of handheld laser measurer concepts in SKTCH  style, full page of diverse variations. Freehand pencil and pen linework with visible construction lines, quick perspective views, orthographic sketches, sectional cutaways, and exploded details. Designs explore compact rectangular blocks, slim pucks, and rounded silhouettes with softened edges. Key details include transparent polycarbonate housings, frosted underlayers, anodised aluminum rims, segmented LED glyph strips (arcs, dots, bars), pixel-font numeric displays, small red accent markers, visible screws, etched PCB traces, and subtle coil details. Sketches feature annotations and arrows highlighting features like display, sensor window, LED ring, and parting lines. Grey marker shading adds depth. Loose, exploratory ideation doodle style, overlapping sketches, professional industrial design sketch sheet aesthetic on white background.”",
  "go_fast": false,
  "lora_scale": 1,
  "megapixels": "1",
  "num_outputs": 1,
  "aspect_ratio": "1:1",
  "output_format": "webp",
  "guidance_scale": 3,
  "output_quality": 80,
  "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: array • Items Type: string • Items Format: uri

Example Execution Logs

free=27354149556224
Downloading weights
2025-09-26T16:07:22Z | INFO  | [ Initiating ] chunk_size=150M dest=/tmp/tmpclqiiwpa/weights url=https://replicate.delivery/xezq/xfJVQfYvfSBXBJl9516GuvbwkaRcClleP66nU1eOR4h811IrC/flux-lora.tar
2025-09-26T16:07:22Z | INFO  | [ Cache Service ] enabled=true scheme=http target=hermes.services.svc.cluster.local
2025-09-26T16:07:22Z | INFO  | [ Cache URL Rewrite ] enabled=true target_url=http://hermes.services.svc.cluster.local/replicate.delivery/xezq/xfJVQfYvfSBXBJl9516GuvbwkaRcClleP66nU1eOR4h811IrC/flux-lora.tar url=https://replicate.delivery/xezq/xfJVQfYvfSBXBJl9516GuvbwkaRcClleP66nU1eOR4h811IrC/flux-lora.tar
2025-09-26T16:07:22Z | INFO  | [ Redirect ] redirect_url=https://replicate.delivery/xezq/xfJVQfYvfSBXBJl9516GuvbwkaRcClleP66nU1eOR4h811IrC/flux-lora.tar url=http://hermes.services.svc.cluster.local/replicate.delivery/xezq/xfJVQfYvfSBXBJl9516GuvbwkaRcClleP66nU1eOR4h811IrC/flux-lora.tar
2025-09-26T16:07:25Z | INFO  | [ Complete ] dest=/tmp/tmpclqiiwpa/weights size="172 MB" total_elapsed=2.941s url=https://replicate.delivery/xezq/xfJVQfYvfSBXBJl9516GuvbwkaRcClleP66nU1eOR4h811IrC/flux-lora.tar
Downloaded weights in 3.04s
Loaded LoRAs in 3.53s
Using seed: 44685
Prompt: Industrial design ideation sketch sheet of handheld laser measurer concepts in SKTCH  style, full page of diverse variations. Freehand pencil and pen linework with visible construction lines, quick perspective views, orthographic sketches, sectional cutaways, and exploded details. Designs explore compact rectangular blocks, slim pucks, and rounded silhouettes with softened edges. Key details include transparent polycarbonate housings, frosted underlayers, anodised aluminum rims, segmented LED glyph strips (arcs, dots, bars), pixel-font numeric displays, small red accent markers, visible screws, etched PCB traces, and subtle coil details. Sketches feature annotations and arrows highlighting features like display, sensor window, LED ring, and parting lines. Grey marker shading adds depth. Loose, exploratory ideation doodle style, overlapping sketches, professional industrial design sketch sheet aesthetic on white background.”
[!] txt2img mode
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Total safe images: 1 out of 1

Version Details

Version ID: e57e4071a2794a16ebe6f66a063dbb1433339c0d4a2a15c634212eec122d2512
Version Created: September 26, 2025

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