Flux Redux Dev
Open-weight image variation model. Create new versions while preserving key elements of your original.
Features
FLUX.1 Redux [dev] is an open-source adapter developed by Black Forest Labs for the FLUX.1 base models, designed to generate image variations. By inputting an image, it can produce refined versions with slight variations, facilitating tasks such as image enhancement and restyling. Additionally, it supports text-based restyling through an API by combining an image with a textual prompt. The model is now available on Wavespeed AI, providing users with enhanced performance and accessibility.
Key Features
- Image Variation Generation: Generates subtle variations of input images, allowing for refinement and creative exploration.
- Text-Based Restyling: Supports restyling of images by providing a textual description alongside the image, enabling flexible transformations.
- Integration with FLUX.1 Base Models: Compatible with FLUX.1 [dev] and [schnell] models, enhancing their capabilities for image variation tasks.
- Open-Source Access: Provides open access to model weights and inference code, facilitating research and development.
ComfyUI
flux-redux-dev is also available on ComfyUI, providing local inference capabilities through a node-based workflow, ensuring flexible and efficient image generation on your system.
Limitations
- Non-Factual Output: Not intended to provide factual information; outputs are generated based on statistical patterns.
- Potential Bias: As a statistical model, it may amplify existing societal biases present in the training data.
- Prompt Sensitivity: The quality and relevance of generated outputs are heavily influenced by the input image and textual prompts.
- License Restrictions: Released under a non-commercial license, restricting use to non-commercial purposes.
Out-of-Scope Use
The model and its derivatives may not be used in any way that violates applicable national, federal, state, local, or international law or regulation, including but not limited to:
- Exploiting, harming, or attempting to exploit or harm minors, including solicitation, creation, acquisition, or dissemination of child exploitative content.
- Generating or disseminating verifiably false information with the intent to harm others.
- Creating or distributing personal identifiable information that could be used to harm an individual.
- Harassing, abusing, threatening, stalking, or bullying individuals or groups.
- Producing non-consensual nudity or illegal pornographic content.
- Making fully automated decisions that adversely affect an individual’s legal rights or create binding obligations.
- Facilitating large-scale disinformation campaigns.
Accelerated Inference
Our accelerated inference approach leverages advanced optimization technology from WavespeedAI. This innovative fusion technique significantly reduces computational overhead and latency, enabling rapid image generation without compromising quality. The entire system is designed to efficiently handle large-scale inference tasks while ensuring that real-time applications achieve an optimal balance between speed and accuracy. For further details, please refer to the blog post.
Authentication
For authentication details, please refer to the Authentication Guide.
API Endpoints
Submit Task & Query Result
# Submit the task
curl --location --request POST "https://api.wavespeed.ai/api/v2/wavespeed-ai/flux-redux-dev" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}" \
--data-raw '{
"image": "https://d2g64w682n9w0w.cloudfront.net/media/ec44bbf6abac4c25998dd2c4af1a46a7/images/1744855552093761102_56fc851Y.jpeg",
"size": "1024*1024",
"num_inference_steps": 28,
"seed": 0,
"guidance_scale": 3.5,
"num_images": 1,
"enable_safety_checker": true
}'
# Get the result
curl --location --request GET "https://api.wavespeed.ai/api/v2/predictions/${requestId}/result" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}"
Parameters
Task Submission Parameters
Request Parameters
Parameter | Type | Required | Default | Range | Description |
---|---|---|---|---|---|
image | string | Yes | https://d2g64w682n9w0w.cloudfront.net/media/ec44bbf6abac4c25998dd2c4af1a46a7/images/1744855552093761102_56fc851Y.jpeg | - | The URL of the image to generate an image from. |
size | string | No | 1024*1024 | 512 ~ 1536 per dimension | The size of the generated image. |
num_inference_steps | integer | No | 28 | 1 ~ 50 | The number of inference steps to perform. |
seed | integer | No | - | -1 ~ 9999999999 | The same seed and the same prompt given to the same version of the model will output the same image every time. |
guidance_scale | number | No | 3.5 | 1 ~ 20 | The CFG (Classifier Free Guidance) scale is a measure of how close you want the model to stick to your prompt when looking for a related image to show you. |
num_images | integer | No | 1 | 1 ~ 4 | The number of images to generate. |
enable_safety_checker | boolean | No | true | - | If set to true, the safety checker will be enabled. |
Response Parameters
Parameter | Type | Description |
---|---|---|
code | integer | HTTP status code (e.g., 200 for success) |
message | string | Status message (e.g., “success”) |
data.id | string | Unique identifier for the prediction, Task Id |
data.model | string | Model ID used for the prediction |
data.outputs | array | Array of URLs to the generated content (empty when status is not completed ) |
data.urls | object | Object containing related API endpoints |
data.urls.get | string | URL to retrieve the prediction result |
data.has_nsfw_contents | array | Array of boolean values indicating NSFW detection for each output |
data.status | string | Status of the task: created , processing , completed , or failed |
data.created_at | string | ISO timestamp of when the request was created (e.g., “2023-04-01T12:34:56.789Z”) |
data.error | string | Error message (empty if no error occurred) |
data.timings | object | Object containing timing details |
data.timings.inference | integer | Inference time in milliseconds |
Result Query Parameters
Result Request Parameters
Parameter | Type | Required | Default | Description |
---|---|---|---|---|
id | string | Yes | - | Task ID |
Result Response Parameters
Parameter | Type | Description |
---|---|---|
code | integer | HTTP status code (e.g., 200 for success) |
message | string | Status message (e.g., “success”) |
data | object | The prediction data object containing all details |
data.id | string | Unique identifier for the prediction |
data.model | string | Model ID used for the prediction |
data.outputs | array | Array of URLs to the generated content (empty when status is not completed ) |
data.urls | object | Object containing related API endpoints |
data.urls.get | string | URL to retrieve the prediction result |
data.has_nsfw_contents | array | Array of boolean values indicating NSFW detection for each output |
data.status | string | Status of the task: created , processing , completed , or failed |
data.created_at | string | ISO timestamp of when the request was created (e.g., “2023-04-01T12:34:56.789Z”) |
data.error | string | Error message (empty if no error occurred) |
data.timings | object | Object containing timing details |
data.timings.inference | integer | Inference time in milliseconds |