PuLID
整合
模型 id
pulid
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/pulid?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}'
# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/pulid?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
},
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/pulid", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/zh-TW/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.com/v1/mcp \
--header "Authorization: Bearer $DOITONG_API_KEY"
# 2. Your agent calls the "run" tool with:
{
"model_id": "pulid",
"input": {
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}
}
透過 Doitong API 呼叫 PuLID 模型(pulid)。代理程式文件:https://doitong.com/zh-TW/developers/models/pulid.md
POST https://api.doitong.com/v1/run/pulid?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}
如果回應狀態為 "queued" 或 "running",請輪詢 GET https://api.doitong.com/v1/requests/REQUEST_ID?wait=20,直到狀態變為 "succeeded";檔案位於 outputs[].url。使用相同主體傳送 POST https://api.doitong.com/v1/quote/pulid,可在執行前取得確切價格。
此請求: ≈$0.009 9 API 點數 在此頁面執行
您的新 API 金鑰。 僅會在此時顯示,且已填入下方的程式碼與 API 金鑰欄位。請妥善保密:切勿將其放入在瀏覽器中執行的程式碼。
建立請求
控制項是根據模型結構描述生成的。變更設定時,程式碼和價格會同步更新。
POST
/run/pulid?wait=20
報價 → $0.009
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/pulid?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}'
# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/pulid?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
},
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/pulid", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "run",
"arguments": {
"model_id": "pulid",
"input": {
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
},
"wait_seconds": 20
}
}
}
關於 PuLID
接受臉部的 `reference_images`(建議約 4 張)和 `prompt`,然後建立維持身分特徵的圖像。`mode` 可設為 fidelity 或 extreme 風格,`id_scale` 範圍為 0 到 5,`id_mix` 可混合兩個身分。最多可產生 8 張圖像,步驟數為 1 到 12,`guidance_scale` 為 1 到 1.5。
參數
請傳送標準名稱或原生名稱其中之一,不要同時傳送兩者。 標準名稱
名稱類型
預設值允許值
說明
reference_images必填
類型object[]
參考臉部圖像清單;4 張圖像最理想。
reference_images[].image_url必填
類型url · image
參考臉部圖像 URL。
prompt必填
類型string
用於生成臉部的提示詞。
negative_prompt選填
類型string
預設值flaws in the eyes, flaws in the face, flaws, lowres, non-HDRi, low quality, worst quality,artifacts noise, text, watermark, glitch, deformed, mutated, ugly, disfigured, hands, low resolution, partially rendered objects, deformed or partially rendered eyes, deformed, deformed eyeballs, cross-eyed,blurry
臉部生成的負面提示詞。
num_images選填
num_outputs
類型integer
預設值1
1 – 8
要產生的圖像數量。
guidance_scale選填
類型number
預設值1.2
1 – 1.5
引導尺度。
num_inference_steps選填
類型integer
預設值4
1 – 12
要執行的總步數。
seed選填
類型integer | null
用於可重現隨機生成的種子。
image_size選填
類型object
預設值{"height":1024,"width":768}
square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9
生成圖像的尺寸。
id_scale選填
類型number
預設值0.8
≤ 5> 0
ID 尺度。
mode選填
類型enum
預設值fidelity
fidelityextreme style
生成模式。
id_mix選填
類型boolean
預設值false
是否混合兩張 ID 圖像。啟用以進行混合,否則停用。
enable_safety_checker選填
類型boolean
預設值true
在呼叫端獲得授權的情況下,將此值設為 false 可放寬審核。
必填
標準名稱,也可使用
輸出
GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
"id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
"object": "request",
"model": "pulid",
"status": "succeeded",
"created_at": "2026-10-20T12:00:00Z",
"started_at": "2026-10-20T12:00:02Z",
"completed_at": "2026-10-20T12:00:09Z",
"queue_position": null,
"cost": {
"credits": 9,
"usd": "0.009",
"charged": 9,
"refunded": 0
},
"input": {
"reference_images": [
{
"image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
],
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
},
"output": {
"images": [
{
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_name": "0-output.jpeg",
"file_size": 1843200,
"width": 1024,
"height": 768
}
],
"seed": 42
},
"outputs": [
{
"type": "image",
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_size": 1843200,
"width": 1024,
"height": 768,
"stored": true
}
],
"error": null,
"metrics": {
"inference_seconds": 6.8
},
"urls": {
"self": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
"cancel": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
}
}
您的檔案,由您選擇每個 outputs[].url 都是儲存空間中的副本:可永久保留(按 GB-月計費),或免費保留 7 天;可透過帳戶設定或 ?storage= 設定。
所有模型使用相同結構圖片、影片和音訊皆包含 type、url、content_type、width、height 和 duration。output 是模型自己的結果物件。
輸出欄位
- images
- array of object {url, content_type, file_name, file_size, width, height}生成的圖像,以清單形式傳回。
- seed
- integer用於重現結果的隨機種子。
更多模型:圖像編輯
給 AI 代理程式:此頁面的 Markdown 位於 https://doitong.com/zh-TW/developers/models/pulid.md. 所有模型與指南: https://doitong.com/developers/llms.txt



