轻量的 720p Wan 2.2 视频,可加载你自己的 LoRA
- 可加载自己的 LoRA
- 生成视频
- 图生视频
在 POST /jobs/createTask 里把模型名写成 alibaba/wan-2.2-5b-lora/text-to-video 即可调用,18 积分/次起(US$0.18)。新账户送 30 积分,可以先在 Playground 里免费试。
alibaba/wan-2.2-5b-lora/text-to-videoPOST https://api.popnow.ai/api/v1/jobs/createTask# 1. Create the task. Keep the Idempotency-Key if you retry after a network error.
export IDEMPOTENCY_KEY="$(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: $IDEMPOTENCY_KEY" \
-d '{
"model": "alibaba/wan-2.2-5b-lora/text-to-video",
"input": {
"prompt": "A slow aerial shot drifting over a misty pine forest at sunrise",
"aspect_ratio": "16:9"
}
}'
# 2. Copy data.taskId from the response, then poll until state is succeeded, failed, canceled or expired.
TASK_ID="TASK_ID_FROM_RESPONSE"
curl "https://api.popnow.ai/api/v1/jobs/recordInfo?taskId=$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} ${body.msg}`);
return body.data;
}
const { taskId } = await call("/jobs/createTask", {
method: "POST",
headers: { "Content-Type": "application/json", "Idempotency-Key": crypto.randomUUID() },
body: JSON.stringify({
"model": "alibaba/wan-2.2-5b-lora/text-to-video",
"input": {
"prompt": "A slow aerial shot drifting over a misty pine forest at sunrise",
"aspect_ratio": "16:9"
}
}),
});
// Poll with backoff. A finished task may still be copying files: wait while an asset is pending.
let task;
for (let delay = 2000; ; delay = Math.min(delay * 1.5, 15000)) {
await sleep(delay);
task = await call(`/jobs/recordInfo?taskId=${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-2.2-5b-lora/text-to-video",
"input": {
"prompt": "A slow aerial shot drifting over a misty pine forest at sunrise",
"aspect_ratio": "16:9"
}
},
)["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"])input 按下面的 Schema 生成,原样就能通过校验。把提示词和链接换成你自己的即可。
价格
| 选项 | 积分 /次 | ≈ 美元 |
|---|---|---|
| 标准 | 18 | US$0.18 |
1 积分 = $0.01 · 全部选项及价格:GET /models/alibaba/wan-2.2-5b-lora/text-to-video
限制
- 画面比例
- 16:9 · 9:16
参数
这些字段来自我们校验每个请求所用的同一份 Schema。没列出的字段会被拒绝。
promptstring必填Describe the scene, the action and the camera move. Put a LoRA trigger word first.
aspect_ratiostring可选画面形状:横版、方形或竖版。
lorasarray<object>可选加载你自己的 LoRA,锁定风格或角色。
内部字段
loras[].pathstring必填Direct URL of a LoRA weights file.
loras[].scalenumber必填Weight strength from zero to four.
seedinteger可选用同一个数字,结果就能复现。
原始 JSON Schema
{
"additionalProperties": false,
"properties": {
"aspect_ratio": {
"default": "16:9",
"description": "Output aspect ratio.",
"enum": [
"16:9",
"9:16"
],
"type": "string"
},
"loras": {
"default": [],
"description": "Up to three LoRA weight files trained for Wan 2.2 TI2V-5B, 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"
},
"prompt": {
"description": "Describe the scene, the action and the camera move. Put a LoRA trigger word first.",
"minLength": 1,
"type": "string"
},
"seed": {
"description": "Random seed for controlled comparisons, not a frame-identical guarantee.",
"maximum": 2147483647,
"minimum": 0,
"type": "integer"
}
},
"required": [
"prompt"
],
"type": "object"
}Wan 2.2 5B LoRA 的真实成片
Cinematic video. Dusk on the snowy terrace of an alpine ski lodge: an adult Korean man in his early thirties with tousled black hair, in a shearling-collared suede jacket open over a charcoal knit sweater, leans on the timber railing beside a glowing storm lantern while snow falls around him. He turns his head toward the camera and breaks into a slow, easy smile, his breath misting in the cold. Warm lantern light against deep blue dusk, slow push-in, 50mm lens, shallow depth of field.
{
"model": "alibaba/wan-2.2-5b-lora/text-to-video",
"input": {
"prompt": "Cinematic video. Dusk on the snowy terrace of an alpine ski lodge: an adult Korean man in his early thirties with tousled black hair, in a shearling-collared suede jacket open over a charcoal knit sweater, leans on the timber railing beside a glowing storm lantern while snow falls around him. He turns his head toward the camera and breaks into a slow, easy smile, his breath misting in the cold. Warm lantern light against deep blue dusk, slow push-in, 50mm lens, shallow depth of field.",
"aspect_ratio": "16:9",
"seed": 50106
}
}响应、轮询与回调
所有模型的用法都一样:先建任务,再轮询,或者等回调。
先报价
curl -X POST https://api.popnow.ai/api/v1/jobs/quote \
-H "Authorization: Bearer $POPNOW_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "alibaba/wan-2.2-5b-lora/text-to-video",
"input": {
"prompt": "A slow aerial shot drifting over a misty pine forest at sunrise",
"aspect_ratio": "16:9"
}
}'请求体和 createTask 相同。它返回预计扣费和最高可能扣费,不会真正运行。
已受理
HTTP/1.1 202 Accepted
{
"code": 200,
"msg": "success",
"data": {
"taskId": "task_01k3m8x9q2z4v7n5p6r8s0t1w3",
"state": "queued"
},
"request_id": "req_example_create"
}HTTP 202 表示任务已受理,积分先冻结、还没有扣。最终扣费不会超过冻结额。
查询状态
curl "https://api.popnow.ai/api/v1/jobs/recordInfo?taskId=$TASK_ID" \
-H "Authorization: Bearer $POPNOW_API_KEY"每隔几秒查一次并逐步拉长间隔,state 变成 succeeded、failed、canceled 或 expired 时停止。
完成的任务
{
"code": 200,
"msg": "success",
"data": {
"taskId": "task_01k3m8x9q2z4v7n5p6r8s0t1w3",
"model": "alibaba/wan-2.2-5b-lora/text-to-video",
"state": "succeeded",
"output": {
"assets": [
{
"url": "https://cdn.popnow.ai/tasks/task_01k3m8x9q2z4v7n5p6r8s0t1w3/output.mp4?signature=FROM_RESPONSE",
"expiresAt": "2026-10-17T12:20:00Z",
"mime": "video/mp4",
"width": 1280,
"height": 720,
"durationSeconds": 5
}
]
},
"settled": true
},
"request_id": "req_example_record"
}在 expiresAt 之前从 url 下载。之后要新链接,请调用 POST /common/download-url。
校验回调
import { createHash, createHmac, timingSafeEqual } from "node:crypto";
import express from "express";
const app = express();
// express.raw keeps the exact bytes that were signed; express.json would not match.
app.post("/hooks/popnow", express.raw({ type: "application/json" }), (req, res) => {
const timestamp = req.header("X-Webhook-Timestamp");
const signature = req.header("X-Webhook-Signature") ?? "";
const body = JSON.parse(req.body.toString("utf8"));
const taskId = body.data?.taskId ?? body.task_id;
const digest = createHash("sha256").update(req.body).digest("hex");
const expected = createHmac("sha256", process.env.POPNOW_WEBHOOK_SECRET)
.update(`${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
});设置了 callBackUrl,我们会把完成的任务发给你。先用原始请求体校验签名,再信任它。
上传本地文件
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.公开的 https 链接可以直接用。本地文件要先经过 upload-url 和 commit。