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38 changes: 23 additions & 15 deletions packages/inference/src/providers/wavespeed.ts
Original file line number Diff line number Diff line change
Expand Up @@ -69,6 +69,20 @@ interface WaveSpeedAISubmitTaskResponse {
data: WaveSpeedAISubmitResponse;
}

async function buildImagesField(
inputs: Blob | ArrayBuffer,
hasImages: unknown
): Promise<{ base: string; images: string[] }> {
const base = base64FromBytes(
new Uint8Array(inputs instanceof ArrayBuffer ? inputs : await (inputs as Blob).arrayBuffer())
);
const images =
Array.isArray(hasImages) && hasImages.every((value): value is string => typeof value === "string")
? hasImages
: [base];
return { base, images };
}

abstract class WavespeedAITask extends TaskProviderHelper {
constructor(url?: string) {
super("wavespeed", url || WAVESPEEDAI_API_BASE_URL);
Expand All @@ -83,7 +97,7 @@ abstract class WavespeedAITask extends TaskProviderHelper {
): Record<string, unknown> {
const payload: Record<string, unknown> = {
...omit(params.args, ["inputs", "parameters"]),
...params.args.parameters,
...(params.args.parameters ? omit(params.args.parameters as Record<string, unknown>, ["images"]) : undefined),
prompt: params.args.inputs,
};
// Add LoRA support if adapter is specified in the mapping
Expand Down Expand Up @@ -188,13 +202,10 @@ export class WavespeedAIImageToImageTask extends WavespeedAITask implements Imag
}

async preparePayloadAsync(args: ImageToImageArgs): Promise<RequestArgs> {
return {
...args,
inputs: args.parameters?.prompt,
image: base64FromBytes(
new Uint8Array(args.inputs instanceof ArrayBuffer ? args.inputs : await (args.inputs as Blob).arrayBuffer())
),
};
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 };
}
}

Expand All @@ -204,12 +215,9 @@ export class WavespeedAIImageToVideoTask extends WavespeedAITask implements Imag
}

async preparePayloadAsync(args: ImageToVideoArgs): Promise<RequestArgs> {
return {
...args,
inputs: args.parameters?.prompt,
image: base64FromBytes(
new Uint8Array(args.inputs instanceof ArrayBuffer ? args.inputs : await (args.inputs as Blob).arrayBuffer())
),
};
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 };
}
}
42 changes: 42 additions & 0 deletions packages/inference/test/InferenceClient.spec.ts
Original file line number Diff line number Diff line change
Expand Up @@ -2297,6 +2297,22 @@ describe.skip("InferenceClient", () => {
const client = new InferenceClient(env.HF_WAVESPEED_KEY ?? "dummy");

HARDCODED_MODEL_INFERENCE_MAPPING["wavespeed"] = {
"Qwen/Qwen-Image-Edit-2509": {
provider: "wavespeed",
hfModelId: "Qwen/Qwen-Image-Edit-2509",
providerId: "wavespeed-ai/qwen-image/edit-plus-lora",
status: "live",
task: "image-to-image",
},
"dx8152/Qwen-Edit-2509-Multiple-angles": {
provider: "wavespeed",
hfModelId: "dx8152/Qwen-Edit-2509-Multiple-angles",
providerId: "wavespeed-ai/qwen-image/edit-plus-lora",
status: "live",
task: "image-to-image",
adapter: "lora",
adapterWeightsPath: "镜头转换.safetensors",
},
"black-forest-labs/FLUX.1-schnell": {
provider: "wavespeed",
hfModelId: "black-forest-labs/FLUX.1-schnell",
Expand Down Expand Up @@ -2421,6 +2437,32 @@ describe.skip("InferenceClient", () => {
});
expect(res).toBeInstanceOf(Blob);
});
it(`imageToImage - Qwen/Qwen-Image-Edit-2509`, async () => {
const res = await client.imageToImage({
model: "Qwen/Qwen-Image-Edit-2509",
provider: "wavespeed",
inputs: new Blob([readTestFile("cheetah.png")], { type: "image/png" }),
parameters: {
prompt: "Turn the animal's head left",
},
});
expect(res).toBeInstanceOf(Blob);
});
it(`imageToImage - dx8152/Qwen-Edit-2509-Multiple-angles`, async () => {
const res = await client.imageToImage({
model: "dx8152/Qwen-Edit-2509-Multiple-angles",
provider: "wavespeed",
inputs: new Blob([readTestFile("cheetah.png")], { type: "image/png" }),
parameters: {
prompt: "Turn the animal's head left",
images: [
new Blob([readTestFile("cheetah.png")], { type: "image/png" }),
new Blob([readTestFile("bird_canny.png")], { type: "image/png" }),
],
},
});
expect(res).toBeInstanceOf(Blob);
});
},
TIMEOUT
);
Expand Down