FLUX.1 [dev] with Controlnets and Loras
Integrace
flux-general
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.ru/v1/run/flux-general?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"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.ru/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.ru/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/flux-general?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.ru/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"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/flux-general", 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/cs/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.ru/v1/mcp \
--header "Authorization: Bearer $DOITONG_API_KEY"
# 2. Your agent calls the "run" tool with:
{
"model_id": "flux-general",
"input": {
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}
}
Volejte model FLUX.1 [dev] with Controlnets and Loras (flux-general) prostřednictvím Doitong API. Dokumentace pro agenty: https://doitong.com/cs/developers/models/flux-general.md
POST https://api.doitong.ru/v1/run/flux-general?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}
Pokud je stav odpovědi "queued" nebo "running", dotazujte GET https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20, dokud nebude "succeeded"; soubory jsou v outputs[].url. POST https://api.doitong.ru/v1/quote/flux-general se stejným tělem vrátí přesnou cenu před spuštěním.
Tento požadavek: ≈0,30 $ 300 kreditů API · ≈ 31,64 ₽ Spustit na této stránce
Váš nový API klíč. Zobrazuje se pouze nyní a už je vložen do kódu a do pole API klíč níže. Uchovávejte ho v tajnosti: nikdy ho nevkládejte do kódu, který se spouští v prohlížeči.
Vytvořeno na Doitong
Veřejná díla vytvořená komunitou Doitong pomocí FLUX.1 [dev] with Controlnets and Loras. Znovu použijte prompt jedním kliknutím.
Close-up portrait seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikelilingi bunga teratai berkelopak penuh yang bermekaran indah di permukaan air. Rambutnya pirang pucat tersanggul longgar dengan beberapa helaian tipis jatuh alami membingkai sisi...
Close-up portrait seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikelilingi bunga teratai berkelopak penuh yang bermekaran indah di permukaan air. Rambutnya pirang pucat tersanggul longgar dengan beberapa helaian tipis jatuh alami membingkai sisi...
Prompt Details Seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikelilingi bunga teratai berkelopak penuh yang bermekaran indah di permukaan air. Rambutnya pirang pucat tersanggul longgar dengan beberapa helaian tipis jatuh alami membingkai sisi...
Seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikelilingi bunga teratai berkelopak penuh yang bermekaran indah di permukaan air. Rambutnya pirang pucat tersanggul longgar dengan beberapa helaian tipis jatuh alami membingkai sisi wajahnya. Ia memeluk...
"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat menggemaskan dengan mata cokelat besar yang ekspresif, rambut hitam berantakan yang tebal, mengenakan kaus putih kerah henley. Dia berpose dengan kedua tangan terkatup di depan dada, menunjukkan senyum...
"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat menggemaskan dengan mata cokelat besar yang ekspresif, rambut hitam berantakan yang tebal, mengenakan kaus putih kerah henley. Dia berpose dengan kedua tangan terkatup di depan dada, menunjukkan senyum...
"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat menggemaskan dengan mata cokelat besar yang ekspresif, rambut hitam berantakan yang tebal, mengenakan kaus putih kerah henley. Dia berpose dengan kedua tangan terkatup di depan dada, menunjukkan senyum...
Foto sinematik hiper-realistis resolusi tinggi menampilkan seorang pria muda Indonesia dengan tubuh ramping dan proporsional, rambut hitam pendek agak acak, mengenakan jaket kulit hitam, celana riding fit, dan sepatu motor. Ia sedang melakukan aksi freestyle ekstrem dengan motor sport 500cc...
Foto sinematik hiper-realistis resolusi tinggi menampilkan seorang pria muda Indonesia dengan tubuh ramping dan proporsional, rambut hitam pendek agak acak, mengenakan jaket kulit hitam dan celana riding fit. Ia sedang bersiap melakukan freestyle menggunakan motor sport 500cc berwarna merah,...
Sestavit požadavek
Ovládací prvky se generují ze schématu modelu. Kód a cena se aktualizují podle provedených změn.
/run/flux-general?wait=20
cena → 0,30 $
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.ru/v1/run/flux-general?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"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.ru/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.ru/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/flux-general?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.ru/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"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/flux-general", 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": "flux-general",
"input": {
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
},
"wait_seconds": 20
}
}
}
Spustit tento požadavek
Váš klíč zůstává v tomto prohlížeči: odesílá se pouze do Doitong API a uloží se do localStorage jen tehdy, když zaškrtnete možnost Zapamatovat. Získat klíč API
O modelu FLUX.1 [dev] with Controlnets and Loras
Generuje obrázky z `prompt` a umožňuje několik způsobů řízení: `loras`, `control_loras`, `controlnets`, `controlnet_unions`, `ip_adapters` a `easycontrols`, plus `fill_image` pro maskované oblasti. Přijímá také `reference_image_url`, negativní prompty a volbu plánovače euler nebo dpmpp_2m. Až 10 obrázků na volání ve formátu png nebo jpeg.
Parametry
Odešlete buď kanonický název, nebo nativní název, ne oba. Kanonické názvy
promptpovinné
image_sizevolitelné
num_inference_stepsvolitelné
seedvolitelné
lorasvolitelné
loras[].pathpovinné
loras[].scalevolitelné
control_lorasvolitelné
control_loras[].pathpovinné
control_loras[].scalevolitelné
control_loras[].control_image_urlpovinné
control_loras[].preprocessvolitelné
controlnetsvolitelné
controlnets[].pathpovinné
controlnets[].config_urlvolitelné
controlnets[].variantvolitelné
controlnets[].control_image_urlpovinné
controlnets[].mask_image_urlvolitelné
controlnets[].mask_thresholdvolitelné
controlnets[].conditioning_scalevolitelné
controlnets[].start_percentagevolitelné
controlnets[].end_percentagevolitelné
controlnet_unionsvolitelné
controlnet_unions[].pathpovinné
controlnet_unions[].config_urlvolitelné
controlnet_unions[].variantvolitelné
controlnet_unions[].controlspovinné
controlnet_unions[].controls[].control_image_urlpovinné
controlnet_unions[].controls[].mask_image_urlvolitelné
controlnet_unions[].controls[].control_modepovinné
controlnet_unions[].controls[].conditioning_scalevolitelné
controlnet_unions[].controls[].mask_thresholdvolitelné
controlnet_unions[].controls[].start_percentagevolitelné
controlnet_unions[].controls[].end_percentagevolitelné
ip_adaptersvolitelné
ip_adapters[].pathpovinné
ip_adapters[].subfoldervolitelné
ip_adapters[].weight_namevolitelné
ip_adapters[].image_encoder_pathpovinné
ip_adapters[].image_encoder_subfoldervolitelné
ip_adapters[].image_encoder_weight_namevolitelné
ip_adapters[].image_urlpovinné
ip_adapters[].mask_image_urlvolitelné
ip_adapters[].mask_thresholdvolitelné
ip_adapters[].scalepovinné
easycontrolsvolitelné
easycontrols[].control_method_urlpovinné
easycontrols[].scalevolitelné
easycontrols[].image_urlpovinné
easycontrols[].image_control_typepovinné
fill_imagevolitelné
fill_image.fill_image_urlvolitelné
guidance_scalevolitelné
real_cfg_scalevolitelné
use_real_cfgvolitelné
use_cfg_zerovolitelné
num_imagesvolitelné
num_outputs
enable_safety_checkervolitelné
reference_image_urlvolitelné
reference_strengthvolitelné
reference_startvolitelné
reference_endvolitelné
base_shiftvolitelné
max_shiftvolitelné
output_formatvolitelné
use_beta_schedulevolitelné
sigma_schedulevolitelné
schedulervolitelné
negative_promptvolitelné
nag_scalevolitelné
nag_tauvolitelné
nag_alphavolitelné
nag_endvolitelné
Parametry souborů přijímají veřejnou adresu https:// URL, data: URI do 10 MB nebo file_url nahraného souboru. Soubory
Výstup
{
"id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
"object": "request",
"model": "flux-general",
"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": 300,
"usd": "0.30",
"charged": 300,
"refunded": 0
},
"input": {
"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",
"width": 1024,
"height": 768,
"content_type": "image/jpeg"
}
],
"timings": {},
"seed": 42,
"has_nsfw_concepts": [
false
],
"prompt": "string"
},
"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.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
"cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
}
}
Pole výstupu
- images
- array of object {url, width, height, content_type}Informace o souborech vygenerovaných obrázků.
- timings
- object
- seed
- integerSeed pro generování obrázku včetně náhodně zvolené hodnoty, pokud vstup seed neobsahoval; jinak opakuje zadanou hodnotu.
- has_nsfw_concepts
- array of booleanUrčuje, zda se v generovaných obrázcích objevují koncepty NSFW.
- prompt
- stringPrompt použitý při generování obrázku.
Další varianty FLUX.1 [dev] with Controlnets and Loras
Další modely: Text na obrázek
Pro AI agenty: tato stránka je ve formátu Markdown na adrese https://doitong.com/cs/developers/models/flux-general.md. Všechny modely a návody: https://doitong.com/developers/llms.txt







