Flux 2 Klein 4b Edit
Playground
Try it on WavespeedAI!FLUX.2 [klein] 4B Edit enables precise image-to-image editing with natural language instructions and multi-reference support. Ready-to-use REST inference API, best performance, no cold starts, affordable pricing.
Features
FLUX.2 Klein 4B Edit
FLUX.2 Klein 4B Edit is a lightweight yet powerful image editing model. Upload images and describe your edits in natural language — the model transforms styles, modifies content, and applies effects with fast generation and affordable pricing.
Why Choose This?
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Text-guided editing Describe edits in natural language — transform styles, modify content, apply effects, and more.
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Multi-image input Upload multiple reference images for context-aware editing.
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Flexible output sizing Optionally set output size, or leave empty to match input image dimensions.
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Prompt Enhancer Built-in tool to automatically improve your prompts for better results.
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Lightweight and fast 4B parameter model optimized for quick turnaround at the lowest cost.
Parameters
| Parameter | Required | Description |
|---|---|---|
| prompt | Yes | Text description of the desired edit |
| images | Yes | Source images to edit (can add multiple) |
| size | No | Output dimensions (empty = same as input image) |
| seed | No | Random seed for reproducibility (-1 for random) |
How to Use
- Write your prompt — describe the edit you want (e.g., “Change image1 to the comic style”, “add sunset lighting”).
- Upload images — add source images using ”+ Add Item” button.
- Set size (optional) — specify output dimensions or leave empty to match input.
- Set seed — use -1 for random, or specify a number for reproducibility.
- Run — submit and download the edited image.
Pricing
| Item | Cost |
|---|---|
| Per image | $0.012 |
Simple flat-rate pricing regardless of image size.
Best Use Cases
- Style Transfer — Transform images to comic, anime, painting, or other styles.
- Quick Edits — Fast, affordable edits for creative iteration.
- Batch Processing — Low cost enables large-scale image editing.
- Content Transformation — Change moods, lighting, or visual themes.
- Prototyping — Rapidly test editing ideas before using higher-tier models.
Pro Tips
- Be specific in your prompt — clearly describe what should change.
- Leave size empty to preserve original image dimensions.
- Use the same seed to compare different prompts on the same image.
- Reference images by number in prompts (e.g., “Change image1 to…”).
Notes
- If size is not specified, output matches input image dimensions.
- For best results, use high-quality source images.
- Need LoRA support? Try FLUX.2 Klein 4B Edit LoRA.
Related Models
- FLUX.2 Klein 4B Edit LoRA — Edit with LoRA support for custom styles.
- FLUX.2 Klein 9B Edit — Higher quality 9B version.
- FLUX.2 Klein 4B Text-to-Image — Text-to-image generation.
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/v3/wavespeed-ai/flux-2-klein-4b/edit" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}" \
--data-raw '{
"seed": -1,
"enable_sync_mode": false,
"enable_base64_output": false
}'
# Get the result
curl --location --request GET "https://api.wavespeed.ai/api/v3/predictions/${requestId}/result" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}"
Parameters
Task Submission Parameters
Request Parameters
| Parameter | Type | Required | Default | Range | Description |
|---|---|---|---|---|---|
| prompt | string | Yes | - | ||
| images | array | Yes | [] | 1 ~ 3 items | List of reference image URLs (1-3 images). |
| size | string | No | - | 256 ~ 1536 per dimension | |
| seed | integer | No | -1 | -1 ~ 2147483647 | |
| enable_sync_mode | boolean | No | false | - | If set to true, the function will wait for the result to be generated and uploaded before returning the response. It allows you to get the result directly in the response. This property is only available through the API. |
| enable_base64_output | boolean | No | false | - | If enabled, the output will be encoded into a BASE64 string instead of a URL. This property is only available through the API. |
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 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, the ID of the prediction to get |
| data.model | string | Model ID used for the prediction |
| data.outputs | string | 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.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 |