smoretalk/upscale – Run with an API on Replicate

smoretalk / upscale

Cold

Public
5 runs
A100 (80GB)

Iterate in the playground

Run with an API

Playground API Examples README Versions

Input

model_name

string

Choose a model. SUPIR-v0Q is the default training settings with paper. SUPIR-v0F is high generalization and high image quality in most cases. Training with light degradation settings. Stage1 encoder of SUPIR-v0F remains more details when facing light degradations.

Default: "SUPIR-v0Q"

image

*file

Low quality input image.

upscale

integer

Upsampling ratio of given inputs.

Default: 1

min_size

number

Minimum resolution of output images.

Default: 1024

edm_steps

integer

(minimum: 1, maximum: 500)

Number of steps for EDM Sampling Schedule.

Default: 50

a_prompt

string

Shift + Return to add a new line

Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.

Additive positive prompt for the inputs.

Default: "Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations."

n_prompt

string

Shift + Return to add a new line

painting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, jpeg artifacts, deformed, lowres, over-smoothpainting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, jpeg artifacts, deformed, lowres, over-smooth

Negative prompt for the inputs.

Default: "painting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, jpeg artifacts, deformed, lowres, over-smooth"

color_fix_type

string

Color Fixing Type..

Default: "Wavelet"

s_stage1

integer

Control Strength of Stage1 (negative means invalid).

Default: -1

s_churn

number

Original churn hy-param of EDM.

Default: 5

s_noise

number

Original noise hy-param of EDM.

Default: 1.003

s_cfg

number

(minimum: 1, maximum: 20)

Classifier-free guidance scale for prompts.

Default: 7.5

s_stage2

number

Control Strength of Stage2.

Default: 1

linear_CFG

boolean

Linearly (with sigma) increase CFG from 'spt_linear_CFG' to s_cfg.

Default: false

linear_s_stage2

boolean

Linearly (with sigma) increase s_stage2 from 'spt_linear_s_stage2' to s_stage2.

Default: false

spt_linear_CFG

number

Start point of linearly increasing CFG.

Default: 1

spt_linear_s_stage2

number

Start point of linearly increasing s_stage2.

Default: 0

seed

integer

Random seed. Leave blank to randomize the seed

Run this model in Node.js with one line of code:

npx create-replicate --model=smoretalk/upscale

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run smoretalk/upscale using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "smoretalk/upscale:5dc572960b37e92c8d65e562995be5f5fc8317944fd09d7692886db4611e0c88",
  {
    input: {
      s_cfg: 7.5,
      s_churn: 5,
      s_noise: 1.003,
      upscale: 1,
      a_prompt: "Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.",
      min_size: 1024,
      n_prompt: "painting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, jpeg artifacts, deformed, lowres, over-smooth",
      s_stage1: -1,
      s_stage2: 1,
      edm_steps: 50,
      linear_CFG: false,
      model_name: "SUPIR-v0Q",
      color_fix_type: "Wavelet",
      spt_linear_CFG: 1,
      linear_s_stage2: false,
      spt_linear_s_stage2: 0
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run smoretalk/upscale using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "smoretalk/upscale:5dc572960b37e92c8d65e562995be5f5fc8317944fd09d7692886db4611e0c88",
    input={
        "s_cfg": 7.5,
        "s_churn": 5,
        "s_noise": 1.003,
        "upscale": 1,
        "a_prompt": "Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.",
        "min_size": 1024,
        "n_prompt": "painting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, jpeg artifacts, deformed, lowres, over-smooth",
        "s_stage1": -1,
        "s_stage2": 1,
        "edm_steps": 50,
        "linear_CFG": False,
        "model_name": "SUPIR-v0Q",
        "color_fix_type": "Wavelet",
        "spt_linear_CFG": 1,
        "linear_s_stage2": False,
        "spt_linear_s_stage2": 0
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run smoretalk/upscale using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "smoretalk/upscale:5dc572960b37e92c8d65e562995be5f5fc8317944fd09d7692886db4611e0c88",
    "input": {
      "s_cfg": 7.5,
      "s_churn": 5,
      "s_noise": 1.003,
      "upscale": 1,
      "a_prompt": "Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.",
      "min_size": 1024,
      "n_prompt": "painting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, jpeg artifacts, deformed, lowres, over-smooth",
      "s_stage1": -1,
      "s_stage2": 1,
      "edm_steps": 50,
      "linear_CFG": false,
      "model_name": "SUPIR-v0Q",
      "color_fix_type": "Wavelet",
      "spt_linear_CFG": 1,
      "linear_s_stage2": false,
      "spt_linear_s_stage2": 0
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

No output yet! Press "Submit" to start a prediction.

Run time and cost

This model runs on Nvidia A100 (80GB) GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

This model doesn't have a readme.