Krea 2 Medium Text to Image Turbo

Unganisha

Kitambulisho cha modeli krea/v2/medium/turbo/text-to-image

# 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/krea/v2/medium/turbo/text-to-image?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/krea/v2/medium/turbo/text-to-image?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/krea/v2/medium/turbo/text-to-image", 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/sw/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": "krea/v2/medium/turbo/text-to-image",
  "input": {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
  }
}

Piga modeli ya Krea 2 Medium Text to Image Turbo (krea/v2/medium/turbo/text-to-image) kupitia Doitong API. Nyaraka za mawakala: https://doitong.com/sw/developers/models/krea/v2/medium/turbo/text-to-image.md

POST https://api.doitong.ru/v1/run/krea/v2/medium/turbo/text-to-image?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"
}

Ikiwa hali ya jibu ni "queued" au "running", piga GET https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20 mara kwa mara hadi iwe "succeeded"; faili ziko kwenye outputs[].url. POST https://api.doitong.ru/v1/quote/krea/v2/medium/turbo/text-to-image yenye mwili uleule hurejesha bei kamili kabla ya kuendesha.

Ombi hili: $ 0.015 salio za API 15 · ≈ ₽ 1.61 Iendeshe kwenye ukurasa huu

Pata ufunguo wa API

Krea Maandishi hadi Picha Ingizo za marejeleoHaraka #stylized#transform#typography

Toleo la Turbo la haraka la Krea 2 Medium text-to-image lenye vidhibiti vilevile vya mtindo na uwiano wa picha

OpenAPI Markdown

Krea · Picha

Tokeo lako la kwanza linaonekana hapa

Unda ombi hapa chini na uliendeshe kwa ufunguo wako wa API. Matokeo yanakiliwa kwenye hifadhi yetu, yakihifadhiwa milele au 7 siku bila malipo.

Unda ombi

Vidhibiti vinazalishwa kutoka kwenye schema ya modeli. Msimbo na bei husasishwa unapovibadilisha.

prompt •inahitajika 88 / 5000

Maandishi yanayobainisha maudhui ya picha inayotakiwa.

aspect_ratio chaguomsingi 1:1

Uwiano wa upana kwa urefu wa picha ya tokeo.

Ya kina creativity · seed · enable_safety_checker · image_style_references · styles · moodboards

creativity chaguomsingi medium

Unyumbufu wa kutafsiri kidokezo, ukibadilisha ufuasi wa karibu zaidi katika mipangilio ya chini kwa ubunifu mkubwa na uwezekano wa kuachana na kidokezo katika mipangilio ya juu.

seed

Seed nasibu inayofanya uzalishaji uweze kurudiwa.

image_style_references chaguomsingi []

Ongoza mtindo wa picha iliyotengenezwa kwa hadi picha 10 za marejeo; kutoa orodha hii ni hiari.

styles chaguomsingi []

Uteuzi wa hiari wa mipangilio ya mitindo ya Krea inayotegemea LoRA, yenye kikomo cha vipengele 10. Vipengele hutambua mtindo kwa kutumia `id` yake katika katalogi ya mitindo ya Krea.

moodboards chaguomsingi []

Ubao wa hisia wa hiari wa uzalishaji, unaochaguliwa kupitia `id` ya UUID ya kipengele. Kikomo cha sasa ni ubao mmoja wa hisia katika ombi.

POST /run/krea/v2/medium/turbo/text-to-image?wait=20 makadirio → $ 0.015

# 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/krea/v2/medium/turbo/text-to-image?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/krea/v2/medium/turbo/text-to-image?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/krea/v2/medium/turbo/text-to-image", 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": "krea/v2/medium/turbo/text-to-image",
      "input": {
        "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
      },
      "wait_seconds": 20
    }
  }
}

Endesha ombi hili

Ufunguo wa API

Key yako inabaki kwenye kivinjari hiki: inatumwa kwa Doitong API pekee na kuhifadhiwa (localStorage) tu ukiweka tiki kwenye Kumbuka. Kumbuka katika kivinjari hiki Pata ufunguo wa API

Kuhusu Krea 2 Medium Text to Image Turbo

Toleo la Turbo la Krea 2 Medium linalobadilisha `prompt` kuwa picha. Hudumisha chaguo nane za `aspect_ratio`, viwango vinne vya `creativity`, hadi `image_style_references` na `styles` 10, pamoja na moodboard moja. Limewekewa alama kwa kazi za kimtindo na uchapaji.

Vigezo

JinaAina ChaguomsingiInaruhusiwa Maelezo

promptinahitajika

Ainastring

≤ herufi 5,000

Maandishi yanayobainisha maudhui ya picha inayotakiwa.

aspect_ratiosi lazima

Ainaenum

Chaguomsingi1:1

1:14:33:216:92.35:14:52:39:16

Uwiano wa upana kwa urefu wa picha ya tokeo.

creativitysi lazima

Ainaenum

Chaguomsingimedium

rawlowmediumhigh

Unyumbufu wa kutafsiri kidokezo, ukibadilisha ufuasi wa karibu zaidi katika mipangilio ya chini kwa ubunifu mkubwa na uwezekano wa kuachana na kidokezo katika mipangilio ya juu.

seedsi lazima

Ainainteger | null

Seed nasibu inayofanya uzalishaji uweze kurudiwa.

image_style_referencessi lazima

Ainaobject[]

Chaguomsingi[]

≤ vipengee 10

Ongoza mtindo wa picha iliyotengenezwa kwa hadi picha 10 za marejeo; kutoa orodha hii ni hiari.

image_style_references[].image_urlinahitajika

Ainaurl · image

URL ya picha ya marejeo inayoweza kufikiwa na umma.

image_style_references[].strengthsi lazima

Ainanumber

Chaguomsingi1

-2 – 2

Weka ushawishi wa marejeo kwenye picha iliyotengenezwa; thamani hasi huielekeza mbali na marejeo hayo.

stylessi lazima

Ainaobject[]

Chaguomsingi[]

≤ vipengee 10

Uteuzi wa hiari wa mipangilio ya mitindo ya Krea inayotegemea LoRA, yenye kikomo cha vipengele 10. Vipengele hutambua mtindo kwa kutumia `id` yake katika katalogi ya mitindo ya Krea.

styles[].idinahitajika

Ainastring

Uteuzi wa mtindo kwa kitambulishi kutoka katalogi ya mitindo ya Krea; mpangilio uliochaguliwa unatokana na LoRA.

styles[].strengthsi lazima

Ainanumber

Chaguomsingi1

-2 – 2

Weka ushawishi wa mtindo kwenye picha iliyotengenezwa; thamani hasi huielekeza mbali na mtindo huo.

moodboardssi lazima

Ainaobject[]

Chaguomsingi[]

≤ kipengee 1

Ubao wa hisia wa hiari wa uzalishaji, unaochaguliwa kupitia `id` ya UUID ya kipengele. Kikomo cha sasa ni ubao mmoja wa hisia katika ombi.

moodboards[].idinahitajika

Ainastring

UUID inayotambulisha ubao wa hisia wa Krea.

moodboards[].strengthsi lazima

Ainanumber

Chaguomsingi0.23

0 – 1

Nguvu ya ushawishi wa ubao wa hisia kwenye uzalishaji wa picha.

enable_safety_checkersi lazima

Ainaboolean

Chaguomsingitrue

Ukaguzi unaweza kulegezwa kwa kuweka false, ikiwa mpigaji simu ameidhinishwa.

inahitajika

Tokeo

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t

{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "krea/v2/medium/turbo/text-to-image",
  "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": 15,
    "usd": "0.015",
    "charged": 15,
    "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",
        "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.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}

Faili zako, chaguo lakoKila outputs[].url ni nakala kwenye hifadhi yetu: huhifadhiwa milele (hutozwa kwa GB kwa mwezi) au 7 siku bila malipo, kulingana na mpangilio wa akaunti yako au ?storage=.

Muundo uleule kwenye kila modelitype, url, content_type, width, height na duration, kwa picha, video na sauti. output ni kitu cha matokeo cha modeli yenyewe.

Sehemu za tokeo

images: array of object {url, content_type, file_name, file_size, width, height}Picha zilizozalishwa na modeli.
seed: integerMbegu inayotumika wakati wa uzalishaji wa picha.

Miundo zaidi: Maandishi hadi Picha

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/krea/v2/medium/turbo/text-to-image.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt

Tokeo lako la kwanza linaonekana hapa

Unda ombi

Endesha ombi hili

Kuhusu Krea 2 Medium Text to Image Turbo

Vigezo

Tokeo

Tofauti nyingine za Krea 2

Krea 2 Large Tofauti: 3

Krea 2 Medium Tofauti: 3

Miundo zaidi: Maandishi hadi Picha

FLUX.1 [dev] Tofauti: 5

FLUX.1 [schnell] Tofauti: 5

FLUX.2 [dev] Tofauti: 11

FLUX.2 [pro] Tofauti: 11