Immagini e restyling fotorealistici Wan 2.1 con le tue LoRA
- Fino a 1.5K
- 9 formati
- Carica i tuoi LoRA
- Crea immagine
- Modifica immagine
Guarda gli esempiLo chiami con il nome di modello alibaba/wan-2.1-image-lora/text-to-image su POST /jobs/createTask, da 5 crediti per immagine (0,05 USD). I nuovi account ricevono 30 crediti gratuiti per provarlo prima nel Playground.
alibaba/wan-2.1-image-lora/text-to-imagePOST https://api.popnow.ai/api/v1/jobs/createTask# 1. Create the task. Keep the Idempotency-Key if you retry after a network error.
export IDEMPOTENCY_KEY="$(uuidgen)"
curl -X POST https://api.popnow.ai/api/v1/jobs/createTask \
-H "Authorization: Bearer $POPNOW_API_KEY" \
-H "Content-Type: application/json" \
-H "Idempotency-Key: $IDEMPOTENCY_KEY" \
-d '{
"model": "alibaba/wan-2.1-image-lora/text-to-image",
"input": {
"prompt": "A ceramic teapot on a linen cloth, soft window light, muted palette",
"aspect_ratio": "1:1",
"resolution": "1k",
"output_format": "jpeg"
}
}'
# 2. Copy data.taskId from the response, then poll until state is succeeded, failed, canceled or expired.
TASK_ID="TASK_ID_FROM_RESPONSE"
curl "https://api.popnow.ai/api/v1/jobs/recordInfo?taskId=$TASK_ID" \
-H "Authorization: Bearer $POPNOW_API_KEY"// Node 18+ (or any runtime with fetch). Keep the API key on your server.
const BASE = "https://api.popnow.ai/api/v1";
const headers = { Authorization: `Bearer ${process.env.POPNOW_API_KEY}` };
const sleep = (ms) => new Promise((r) => setTimeout(r, ms));
async function call(path, init = {}) {
const res = await fetch(BASE + path, { ...init, headers: { ...headers, ...init.headers } });
const body = await res.json();
if (body.code !== 200) throw new Error(`${body.code} ${body.msg}`);
return body.data;
}
const { taskId } = await call("/jobs/createTask", {
method: "POST",
headers: { "Content-Type": "application/json", "Idempotency-Key": crypto.randomUUID() },
body: JSON.stringify({
"model": "alibaba/wan-2.1-image-lora/text-to-image",
"input": {
"prompt": "A ceramic teapot on a linen cloth, soft window light, muted palette",
"aspect_ratio": "1:1",
"resolution": "1k",
"output_format": "jpeg"
}
}),
});
// Poll with backoff. A finished task may still be copying files: wait while an asset is pending.
let task;
for (let delay = 2000; ; delay = Math.min(delay * 1.5, 15000)) {
await sleep(delay);
task = await call(`/jobs/recordInfo?taskId=${taskId}`);
const copying = (task.output?.assets ?? []).some((a) => a.pending && !a.unavailable);
if (["succeeded", "failed", "canceled", "expired"].includes(task.state) && !copying) break;
}
if (task.state !== "succeeded") throw new Error(`${task.state}: ${task.errorMessage ?? "no detail"}`);
// Each asset has a signed url (no API key needed) that expires at expiresAt: save the file.
for (const asset of task.output.assets) console.log(asset.url);import os, time, uuid, requests
BASE = "https://api.popnow.ai/api/v1"
HEADERS = {"Authorization": f"Bearer {os.environ['POPNOW_API_KEY']}"}
def call(method, path, **kwargs):
body = requests.request(method, BASE + path, headers={**HEADERS, **kwargs.pop("headers", {})}, timeout=30, **kwargs).json()
if body["code"] != 200:
raise RuntimeError(f'{body["code"]} {body["msg"]}')
return body["data"]
task_id = call(
"POST",
"/jobs/createTask",
headers={"Idempotency-Key": str(uuid.uuid4())}, # reuse it if you retry
json={
"model": "alibaba/wan-2.1-image-lora/text-to-image",
"input": {
"prompt": "A ceramic teapot on a linen cloth, soft window light, muted palette",
"aspect_ratio": "1:1",
"resolution": "1k",
"output_format": "jpeg"
}
},
)["taskId"]
# Poll with backoff. A finished task may still be copying files: wait while an asset is pending.
delay = 2.0
while True:
time.sleep(delay)
task = call("GET", "/jobs/recordInfo", params={"taskId": task_id})
assets = (task.get("output") or {}).get("assets") or []
copying = any(a.get("pending") and not a.get("unavailable") for a in assets)
if task["state"] in ("succeeded", "failed", "canceled", "expired") and not copying:
break
delay = min(delay * 1.5, 15.0)
if task["state"] != "succeeded":
raise RuntimeError(f'{task["state"]}: {task.get("errorMessage", "no detail")}')
# Each asset has a signed url (no API key needed) that expires at expiresAt: save the file.
for asset in assets:
print(asset["url"])L’input è costruito dallo schema qui sotto, quindi supera la verifica così com’è. Sostituisci prompt e link con i tuoi.
Prezzo
| Opzione | Crediti per immagine | ≈ USD |
|---|---|---|
| Standard | 4,5 | 0,045 USD |
1 credito = 0,01 $ · Tutte le opzioni e i prezzi: GET /models/alibaba/wan-2.1-image-lora/text-to-image
Ogni attività è arrotondata per eccesso ai crediti interi, quindi un'esecuzione al livello più basso costa 5 crediti per immagine (0,05 USD).
Limiti
- Risoluzioni
- 1K · 1.5K
- Proporzioni
- 1:1 · 16:9 · 9:16 · 4:3 · 3:4 · 3:2 +3
- Lunghezza del prompt (caratteri)
- 5,000
Parametri
Questi campi vengono dallo stesso schema con cui verifichiamo ogni richiesta. I campi non elencati vengono rifiutati.
promptstringObbligatorioDescribe the subject, the setting and the light. If a LoRA has trigger words, put them first.
aspect_ratiostringFacoltativoLa forma dell'inquadratura: larga, quadrata o verticale.
resolutionstringFacoltativoDimensione dell'output. Più grande è più nitido e costa di più.
lorasarray<object>FacoltativoCarica i tuoi file LoRA per fissare uno stile o un personaggio.
Campi interni
loras[].pathstringObbligatorioDirect URL of a LoRA weights file.
loras[].scalenumberObbligatorioWeight strength from zero to four.
output_formatstringFacoltativoTipo di file del risultato.
seedintegerFacoltativoLo stesso numero dà un risultato ripetibile.
JSON Schema grezzo
{
"additionalProperties": false,
"properties": {
"aspect_ratio": {
"default": "1:1",
"description": "Output aspect ratio.",
"enum": [
"1:1",
"16:9",
"9:16",
"4:3",
"3:4",
"3:2",
"2:3",
"21:9",
"9:21"
],
"type": "string"
},
"loras": {
"default": [],
"description": "Up to three LoRA weight files trained for Wan 2.1 14B, each with its own strength.",
"items": {
"additionalProperties": false,
"properties": {
"path": {
"contentMediaType": [
"application/octet-stream"
],
"description": "Direct URL of a LoRA weights file.",
"format": "uri",
"minLength": 1,
"type": "string"
},
"scale": {
"default": 1,
"description": "Weight strength from zero to four.",
"maximum": 4,
"minimum": 0,
"type": "number"
}
},
"required": [
"path",
"scale"
],
"type": "object"
},
"maxItems": 3,
"type": "array"
},
"output_format": {
"default": "jpeg",
"description": "Container of the returned image.",
"enum": [
"jpeg",
"png",
"webp"
],
"type": "string"
},
"prompt": {
"description": "Describe the subject, the setting and the light. If a LoRA has trigger words, put them first.",
"maxLength": 5000,
"minLength": 1,
"type": "string"
},
"resolution": {
"default": "1k",
"description": "Output size: 1k is about one megapixel, 1.5k puts 1536 pixels on the long edge.",
"enum": [
"1k",
"1.5k"
],
"type": "string"
},
"seed": {
"description": "Random seed for controlled comparisons, not a frame-identical guarantee.",
"maximum": 2147483647,
"minimum": 0,
"type": "integer"
}
},
"required": [
"prompt"
],
"type": "object"
}Un risultato reale di Wan 2.1 Image LoRA

origami. An adult couple in carnival masks sits in a gondola under hanging lanterns on a Venetian canal at night.
{
"model": "alibaba/wan-2.1-image-lora/text-to-image",
"input": {
"prompt": "origami. An adult couple in carnival masks sits in a gondola under hanging lanterns on a Venetian canal at night.",
"aspect_ratio": "1:1",
"resolution": "1k",
"output_format": "jpeg",
"seed": 7006
}
}Risposte, polling e callback
Tutti i modelli funzionano allo stesso modo: crei un task, poi lo interroghi o aspetti la callback.
Prima il prezzo
curl -X POST https://api.popnow.ai/api/v1/jobs/quote \
-H "Authorization: Bearer $POPNOW_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "alibaba/wan-2.1-image-lora/text-to-image",
"input": {
"prompt": "A ceramic teapot on a linen cloth, soft window light, muted palette",
"aspect_ratio": "1:1",
"resolution": "1k",
"output_format": "jpeg"
}
}'Stesso corpo di createTask. Restituisce l’addebito previsto e quello massimo possibile, senza eseguire nulla.
Accettata
HTTP/1.1 202 Accepted
{
"code": 200,
"msg": "success",
"data": {
"taskId": "task_01k3m8x9q2z4v7n5p6r8s0t1w3",
"state": "queued"
},
"request_id": "req_example_create"
}HTTP 202 significa che il task è stato accettato e i crediti sono riservati, non ancora addebitati. L’addebito finale non supera mai la riserva.
Controlla lo stato
curl "https://api.popnow.ai/api/v1/jobs/recordInfo?taskId=$TASK_ID" \
-H "Authorization: Bearer $POPNOW_API_KEY"Controlla ogni pochi secondi allungando via via l’intervallo e fermati quando state è succeeded, failed, canceled o expired.
Task completato
{
"code": 200,
"msg": "success",
"data": {
"taskId": "task_01k3m8x9q2z4v7n5p6r8s0t1w3",
"model": "alibaba/wan-2.1-image-lora/text-to-image",
"state": "succeeded",
"output": {
"assets": [
{
"url": "https://cdn.popnow.ai/tasks/task_01k3m8x9q2z4v7n5p6r8s0t1w3/output.png?signature=FROM_RESPONSE",
"expiresAt": "2026-10-17T12:20:00Z",
"mime": "image/png",
"width": 1024,
"height": 1024
}
]
},
"settled": true
},
"request_id": "req_example_record"
}Scarica dall’url prima di expiresAt. Ti serve un link nuovo più tardi? Chiedilo con POST /common/download-url.
Verifica una callback
import { createHash, createHmac, timingSafeEqual } from "node:crypto";
import express from "express";
const app = express();
// express.raw keeps the exact bytes that were signed; express.json would not match.
app.post("/hooks/popnow", express.raw({ type: "application/json" }), (req, res) => {
const timestamp = req.header("X-Webhook-Timestamp");
const signature = req.header("X-Webhook-Signature") ?? "";
const body = JSON.parse(req.body.toString("utf8"));
const taskId = body.data?.taskId ?? body.task_id;
const digest = createHash("sha256").update(req.body).digest("hex");
const expected = createHmac("sha256", process.env.POPNOW_WEBHOOK_SECRET)
.update(`${taskId}.${timestamp}.${digest}`)
.digest("base64");
const ok = expected.length === signature.length && timingSafeEqual(Buffer.from(expected), Buffer.from(signature));
// Check the signature first, then reject anything older than five minutes.
if (!ok || Math.abs(Date.now() / 1000 - Number(timestamp)) > 300) return res.status(401).end();
res.status(200).end(); // answer fast, then fetch the task and store its files
});Con callBackUrl impostata ti inviamo il task completato. Verifica la firma sul corpo grezzo prima di fidarti.
Invia un file locale
curl -X POST https://api.popnow.ai/api/v1/common/upload-url \
-H "Authorization: Bearer $POPNOW_API_KEY" \
-H "Content-Type: application/json" \
-d '{"contentType": "image/png", "bytes": 482113}'
# PUT the file bytes to data.uploadUrl with every header in data.headers, then commit it:
curl -X POST https://api.popnow.ai/api/v1/files/$FILE_ID/commit \
-H "Authorization: Bearer $POPNOW_API_KEY"
# The commit returns a popnow://f/... reference. Put it in any image, video or
# audio field of the task input instead of a public https URL.I link https pubblici funzionano così come sono. I file locali passano prima da upload-url e commit.