black-forest-labs/flux-1-schnell-lora/text-to-imageÀ partir de 1 crédit par image· Créer une imageFLUX.1 Schnell LoRA fait tourner FLUX.1 [schnell], le modèle FLUX de 12 milliards de paramètres de Black Forest Labs, distillé pour fonctionner en quelques étapes, avec jusqu’à trois de vos propres fichiers LoRA par requête. Les LoRA FLUX.1 [dev] s’y chargent et ressortaient à un scale de 1 lors de nos tests.
Appelez-le avec le nom de modèle black-forest-labs/flux-1-schnell-lora/text-to-image sur POST /jobs/createTask, à partir de 1 crédit par image (0,01 $US). Les nouveaux comptes reçoivent 30 crédits gratuits pour l’essayer d’abord dans le Playground.
- Créer une image
- Modifier une image
- Jusqu’à 1.5K
- 9 formats d’image
- Charge vos propres LoRA
black-forest-labs/flux-1-schnell-lora/text-to-imagePOST https://api.popnow.ai/api/v1/jobs/createTask# 1. Create the task. Keep the Idempotency-Key if you retry after a network error.
export IDEMPOTENCY_KEY="$(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: $IDEMPOTENCY_KEY" \
-d '{
"model": "black-forest-labs/flux-1-schnell-lora/text-to-image",
"input": {
"prompt": "A ceramic teapot on a linen cloth, soft window light, muted palette",
"aspect_ratio": "1:1",
"output_format": "jpeg"
}
}'
# 2. Copy data.taskId from the response, then poll until state is succeeded, failed, canceled or expired.
TASK_ID="TASK_ID_FROM_RESPONSE"
curl "https://api.popnow.ai/api/v1/jobs/recordInfo?taskId=$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} ${body.msg}`);
return body.data;
}
const { taskId } = await call("/jobs/createTask", {
method: "POST",
headers: { "Content-Type": "application/json", "Idempotency-Key": crypto.randomUUID() },
body: JSON.stringify({
"model": "black-forest-labs/flux-1-schnell-lora/text-to-image",
"input": {
"prompt": "A ceramic teapot on a linen cloth, soft window light, muted palette",
"aspect_ratio": "1:1",
"output_format": "jpeg"
}
}),
});
// Poll with backoff. A finished task may still be copying files: wait while an asset is pending.
let task;
for (let delay = 2000; ; delay = Math.min(delay * 1.5, 15000)) {
await sleep(delay);
task = await call(`/jobs/recordInfo?taskId=${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": "black-forest-labs/flux-1-schnell-lora/text-to-image",
"input": {
"prompt": "A ceramic teapot on a linen cloth, soft window light, muted palette",
"aspect_ratio": "1:1",
"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 est construit à partir du schéma ci-dessous : il passe la validation tel quel. Remplacez le prompt et les liens par les vôtres.
Prix
| Option | Crédits par image | ≈ USD |
|---|---|---|
| Standard | 0,9 | 0,009 $US |
1 crédit = 0,01 $ · Toutes les options et leur prix : GET /models/black-forest-labs/flux-1-schnell-lora/text-to-image
Chaque tâche est arrondie au crédit entier supérieur : une exécution au palier le plus bas coûte donc 1 crédit par image (0,01 $US).
Limites
- Formats d’image
- 1:1 · 16:9 · 9:16 · 4:3 · 3:4 · 3:2 +3
- Longueur du prompt (caractères)
- 5,000
Paramètres
Ces champs viennent du schéma avec lequel nous vérifions chaque requête. Les champs qui n’y figurent pas sont refusés.
promptstringObligatoireDescribe the subject, composition and lighting. If a LoRA has a trigger word, put it first.
aspect_ratiostringFacultatifLa forme du cadre : large, carrée ou verticale.
lorasarray<object>FacultatifChargez vos propres fichiers LoRA pour fixer un style ou un personnage.
Champs internes
loras[].pathstringObligatoireDirect URL of a LoRA weights file.
loras[].scalenumberObligatoireWeight strength from zero to four.
output_formatstringFacultatifLe type de fichier du résultat.
seedintegerFacultatifLe même nombre donne un résultat reproductible.
Schéma JSON brut
{
"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, 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, composition and lighting. If a LoRA has a trigger word, put it first.",
"maxLength": 5000,
"minLength": 1,
"type": "string"
},
"seed": {
"description": "Random seed for controlled comparisons.",
"maximum": 2147483647,
"minimum": 0,
"type": "integer"
}
},
"required": [
"prompt"
],
"type": "object"
}Un vrai résultat de FLUX.1 Schnell LoRA

frstingln illustration, Two fencers in white face each other on a long piste and raise their sabres in salute, masks on, a woman and a man, poised and still before the bout. Hard top light in a dark hall, chalk dust drifting through the beams, long shadows across the floor, cinematic wide shot.
{
"model": "black-forest-labs/flux-1-schnell-lora/text-to-image",
"input": {
"prompt": "frstingln illustration, Two fencers in white face each other on a long piste and raise their sabres in salute, masks on, a woman and a man, poised and still before the bout. Hard top light in a dark hall, chalk dust drifting through the beams, long shadows across the floor, cinematic wide shot.",
"aspect_ratio": "16:9",
"output_format": "jpeg",
"seed": 33
}
}Réponses, interrogation et callbacks
Tous les modèles fonctionnent de la même façon : créez une tâche, puis interrogez-la ou attendez le callback.
Connaître le prix d’abord
curl -X POST https://api.popnow.ai/api/v1/jobs/quote \
-H "Authorization: Bearer $POPNOW_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "black-forest-labs/flux-1-schnell-lora/text-to-image",
"input": {
"prompt": "A ceramic teapot on a linen cloth, soft window light, muted palette",
"aspect_ratio": "1:1",
"output_format": "jpeg"
}
}'Même corps que createTask. Renvoie le débit attendu et le débit maximal possible, sans rien lancer.
Acceptée
HTTP/1.1 202 Accepted
{
"code": 200,
"msg": "success",
"data": {
"taskId": "task_01k3m8x9q2z4v7n5p6r8s0t1w3",
"state": "queued"
},
"request_id": "req_example_create"
}HTTP 202 signifie que la tâche est acceptée et que les crédits sont réservés, pas encore débités. Le débit final ne dépasse jamais la réservation.
Vérifier l’état
curl "https://api.popnow.ai/api/v1/jobs/recordInfo?taskId=$TASK_ID" \
-H "Authorization: Bearer $POPNOW_API_KEY"Interrogez toutes les quelques secondes en espaçant progressivement, et arrêtez dès que state vaut succeeded, failed, canceled ou expired.
Tâche terminée
{
"code": 200,
"msg": "success",
"data": {
"taskId": "task_01k3m8x9q2z4v7n5p6r8s0t1w3",
"model": "black-forest-labs/flux-1-schnell-lora/text-to-image",
"state": "succeeded",
"output": {
"assets": [
{
"url": "https://cdn.popnow.ai/tasks/task_01k3m8x9q2z4v7n5p6r8s0t1w3/output.png?signature=FROM_RESPONSE",
"expiresAt": "2026-10-17T12:20:00Z",
"mime": "image/png",
"width": 1024,
"height": 1024
}
]
},
"settled": true
},
"request_id": "req_example_record"
}Téléchargez depuis l’url avant expiresAt. Besoin d’un nouveau lien plus tard ? Demandez-le à POST /common/download-url.
Vérifier un callback
import { createHash, createHmac, timingSafeEqual } from "node:crypto";
import express from "express";
const app = express();
// express.raw keeps the exact bytes that were signed; express.json would not match.
app.post("/hooks/popnow", express.raw({ type: "application/json" }), (req, res) => {
const timestamp = req.header("X-Webhook-Timestamp");
const signature = req.header("X-Webhook-Signature") ?? "";
const body = JSON.parse(req.body.toString("utf8"));
const taskId = body.data?.taskId ?? body.task_id;
const digest = createHash("sha256").update(req.body).digest("hex");
const expected = createHmac("sha256", process.env.POPNOW_WEBHOOK_SECRET)
.update(`${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
});Avec une callBackUrl, nous vous envoyons la tâche terminée. Vérifiez la signature sur le corps brut avant de lui faire confiance.
Envoyer un fichier local
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.Les liens https publics fonctionnent tels quels. Les fichiers locaux passent d’abord par upload-url et commit.

