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2 changes: 2 additions & 0 deletions packages/inference/src/lib/getProviderHelper.ts
Original file line number Diff line number Diff line change
Expand Up @@ -181,6 +181,8 @@ export const PROVIDERS: Record<InferenceProvider, Partial<Record<InferenceTask,
"text-to-video": new Wavespeed.WavespeedAITextToVideoTask(),
"image-to-image": new Wavespeed.WavespeedAIImageToImageTask(),
"image-to-video": new Wavespeed.WavespeedAIImageToVideoTask(),
"image-text-to-image": new Wavespeed.WavespeedAIImageTextToImageTask(),
"image-text-to-video": new Wavespeed.WavespeedAIImageTextToVideoTask(),
},
"zai-org": {
conversational: new Zai.ZaiConversationalTask(),
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39 changes: 38 additions & 1 deletion packages/inference/src/providers/wavespeed.ts
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,8 @@ import type { TextToImageArgs } from "../tasks/cv/textToImage.js";
import type { ImageToImageArgs } from "../tasks/cv/imageToImage.js";
import type { TextToVideoArgs } from "../tasks/cv/textToVideo.js";
import type { ImageToVideoArgs } from "../tasks/cv/imageToVideo.js";
import type { ImageTextToImageArgs } from "../tasks/cv/imageTextToImage.js";
import type { ImageTextToVideoArgs } from "../tasks/cv/imageTextToVideo.js";
import type { BodyParams, RequestArgs, UrlParams } from "../types.js";
import { delay } from "../utils/delay.js";
import { omit } from "../utils/omit.js";
Expand All @@ -11,6 +13,8 @@ import type {
TextToVideoTaskHelper,
ImageToImageTaskHelper,
ImageToVideoTaskHelper,
ImageTextToImageTaskHelper,
ImageTextToVideoTaskHelper,
} from "./providerHelper.js";
import { TaskProviderHelper } from "./providerHelper.js";
import {
Expand Down Expand Up @@ -93,7 +97,14 @@ abstract class WavespeedAITask extends TaskProviderHelper {
}

preparePayload(
params: BodyParams<ImageToImageArgs | TextToImageArgs | TextToVideoArgs | ImageToVideoArgs>
params: BodyParams<
| ImageToImageArgs
| TextToImageArgs
| TextToVideoArgs
| ImageToVideoArgs
| ImageTextToImageArgs
| ImageTextToVideoArgs
>
): Record<string, unknown> {
const payload: Record<string, unknown> = {
...omit(params.args, ["inputs", "parameters"]),
Expand Down Expand Up @@ -221,3 +232,29 @@ export class WavespeedAIImageToVideoTask extends WavespeedAITask implements Imag
return { ...args, inputs: args.parameters?.prompt, image: base, images };
}
}

export class WavespeedAIImageTextToImageTask extends WavespeedAITask implements ImageTextToImageTaskHelper {
constructor() {
super(WAVESPEEDAI_API_BASE_URL);
}

async preparePayloadAsync(args: ImageTextToImageArgs): Promise<RequestArgs> {
const hasImages =
(args as { images?: unknown }).images ?? (args.parameters as Record<string, unknown> | undefined)?.images;
const { base, images } = await buildImagesField(args.inputs as Blob | ArrayBuffer, hasImages);
return { ...args, inputs: args.parameters?.prompt, image: base, images };
}
}

export class WavespeedAIImageTextToVideoTask extends WavespeedAITask implements ImageTextToVideoTaskHelper {
constructor() {
super(WAVESPEEDAI_API_BASE_URL);
}

async preparePayloadAsync(args: ImageTextToVideoArgs): Promise<RequestArgs> {
const hasImages =
(args as { images?: unknown }).images ?? (args.parameters as Record<string, unknown> | undefined)?.images;
const { base, images } = await buildImagesField(args.inputs as Blob | ArrayBuffer, hasImages);
return { ...args, inputs: args.parameters?.prompt, image: base, images };
}
}
21 changes: 21 additions & 0 deletions packages/inference/test/InferenceClient.spec.ts
Original file line number Diff line number Diff line change
Expand Up @@ -2297,6 +2297,13 @@ describe.skip("InferenceClient", () => {
const client = new InferenceClient(env.HF_WAVESPEED_KEY ?? "dummy");

HARDCODED_MODEL_INFERENCE_MAPPING["wavespeed"] = {
"Qwen/Qwen-Image-Layered": {
provider: "wavespeed",
hfModelId: "Qwen/Qwen-Image-Layered",
providerId: "wavespeed-ai/qwen-image/layered",
status: "live",
task: "image-text-to-image",
},
"Qwen/Qwen-Image-Edit-2509": {
provider: "wavespeed",
hfModelId: "Qwen/Qwen-Image-Edit-2509",
Expand Down Expand Up @@ -2463,6 +2470,20 @@ describe.skip("InferenceClient", () => {
});
expect(res).toBeInstanceOf(Blob);
});
it(`imageTextToImage - Qwen/Qwen-Image-Layered`, async () => {
const res = await client.imageToImage({
model: "Qwen/Qwen-Image-Layered",
provider: "wavespeed",
inputs: new Blob([readTestFile("cheetah.png")], { type: "image/png" }),
parameters: {
prompt: "The leopard chases its prey",
guidance_scale: 5,
num_inference_steps: 30,
seed: -1,
},
});
expect(res).toBeInstanceOf(Blob);
});
},
TIMEOUT
);
Expand Down