xinyiz/neuralgrass 🖼️🔢❓📝✓ → 🖼️

▶️ 1.4K runs 📅 Jul 2025 ⚙️ Cog 0.13.6
game-asset-generation grass image-inpainting image-to-image lora nature text-to-image texture-generation

About

Example Output

Prompt:

"a high resolution orthographic top view tiled texture of repeating soft grass ERAUERIEGERNSLVRSAS for a magical dream garden with plants flowers butterflies soft glow of moonlight nourishing water healing energy mysteries "

Output

Example output

Performance Metrics

11.04s Prediction Time
15.80s Total Time
All Input Parameters
{
  "model": "dev",
  "prompt": "a high resolution orthographic top view tiled texture of repeating soft grass ERAUERIEGERNSLVRSAS  for a magical dream garden with plants flowers butterflies soft glow of moonlight nourishing water healing energy mysteries ",
  "go_fast": false,
  "lora_scale": 0.9,
  "megapixels": "1",
  "num_outputs": 1,
  "aspect_ratio": "1:1",
  "output_format": "webp",
  "guidance_scale": 2,
  "output_quality": 80,
  "prompt_strength": 0.8,
  "extra_lora_scale": 1,
  "num_inference_steps": 38
}
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
free=26229654011904
Downloading weights
2025-08-01T10:09:49Z | INFO  | [ Initiating ] chunk_size=150M dest=/tmp/tmpuxjpoylt/weights url=https://replicate.delivery/xezq/2hX3ygdmjU5UDBuxp5Kw7AzcKJK3qa6Grg8RuXuW5Fm8fRjKA/flux-lora.tar
2025-08-01T10:09:49Z | INFO  | [ Cache Service ] enabled=true scheme=http target=hermes.services.svc.cluster.local
2025-08-01T10:09:49Z | INFO  | [ Cache URL Rewrite ] enabled=true target_url=http://hermes.services.svc.cluster.local/replicate.delivery/xezq/2hX3ygdmjU5UDBuxp5Kw7AzcKJK3qa6Grg8RuXuW5Fm8fRjKA/flux-lora.tar url=https://replicate.delivery/xezq/2hX3ygdmjU5UDBuxp5Kw7AzcKJK3qa6Grg8RuXuW5Fm8fRjKA/flux-lora.tar
2025-08-01T10:09:49Z | INFO  | [ Redirect ] redirect_url=http://r8-east4-loras-ric1.cwlota.com/b15a5b5da2161f75dbff87910ec4249ce4bb3bc1e80cf91510f33c41dfc5b186?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Checksum-Mode=ENABLED&X-Amz-Credential=CWNZUVKLDHXVHEZN%2F20250801%2FUS-EAST-04A%2Fs3%2Faws4_request&X-Amz-Date=20250801T100949Z&X-Amz-Expires=600&X-Amz-SignedHeaders=host&x-id=GetObject&X-Amz-Signature=45c00d107d6ae1f50e988d9a9bb834cb3c0c225ceb348530ca70edf1898393b3 url=http://hermes.services.svc.cluster.local/replicate.delivery/xezq/2hX3ygdmjU5UDBuxp5Kw7AzcKJK3qa6Grg8RuXuW5Fm8fRjKA/flux-lora.tar
2025-08-01T10:09:50Z | INFO  | [ Complete ] dest=/tmp/tmpuxjpoylt/weights size="172 MB" total_elapsed=0.281s url=https://replicate.delivery/xezq/2hX3ygdmjU5UDBuxp5Kw7AzcKJK3qa6Grg8RuXuW5Fm8fRjKA/flux-lora.tar
Downloaded weights in 0.34s
Loaded LoRAs in 0.87s
Using seed: 49279
Prompt: a high resolution orthographic top view tiled texture of repeating soft grass ERAUERIEGERNSLVRSAS  for a magical dream garden with plants flowers butterflies soft glow of moonlight nourishing water healing energy mysteries
[!] txt2img mode
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Total safe images: 1 out of 1
Version Details
Version ID
57ad97450f67a4c29a29c67012a50d67c1839edeb813653b1ec496628a11dd0b
Version Created
August 1, 2025
Run on Replicate →