Dža ko lil

Turbo Flux Trainer

Integriruj

Modelosko id turbo-flux-trainer
# 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/turbo-flux-trainer?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "images_data_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# 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"

Kava mangipen: $2.40 2,400 API krediti · ≈ ₽258.19 Phir les kate

Lel API klidin
Black Forest Labs Sikavipen Sig

Sikavel jek FLUX dev LoRA pe zip katar kipi, vaś jek subject vaj stilo, paso thaj rate kontrolenca

Black Forest Labs · Fajlo

Tiro prvo rezultato si kate

Ker tele jekh mangipen thaj phir les tire API klidinosa. E rezultatur si kopirime amare arakhipneste, vično vaj 7 dives bilačhes.

Ker jekh mangipen

O kontrolura kerde si katar e schemaske. O kodo thaj e cena menjinen sar tu len menjines.

•trubul

Training-kiponge archive URL: del zip le kipenca save jekh style. Preferibilno 10 vaj majbut. Majbare kiponge setura si majlačhe.

standardno 1000

Training step-engo gindo vaš e LoRA.

Lučhe training_style · trigger_phrase · learning_rate · face_crop
training_style standardno subject

Training-stilosko alosaripe.

standardno ohwx

De trigger phrase vaš reemplasir `[trigger]` ande existime caption-ja vaj te služil sar caption kana naj save; trigger_work. None phandel o trigger word.

standardno 0.00115

Learning rate trainingosko.

POST /run/turbo-flux-trainer?wait=20 hesab → $2.40
# 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/turbo-flux-trainer?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "images_data_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# 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"

Phandel kava mangipen

Tiro kluč ačhel kadale browsereste: bičhalel pes numa ko Doitong API thaj šuvav pes (localStorage) numa te tiknes Remember. Le jekh API ključ

Palal Turbo Flux Trainer

Training modelo savo kerel custom LoRA pharipen andar zip archive katar kipi dino katar `images_data_url`; sugeririnena minimum 10 kipi. Setin `training_style` pe subject vaj stilo, birin `trigger_phrase` (standardno ohwx), thaj lačhar `steps` (1 dži 10000) thaj `learning_rate`. `face_crop` šaj te čhinel e kipen dži detektirime muj. O rezultato si diffusers LoRA pharipen fajlo thaj jek config fajlo.

Parametra

NavTip standardnoMuklo Vakeripe
images_data_urltrubul
Tipstring
Training-kiponge archive URL: del zip le kipenca save jekh style. Preferibilno 10 vaj majbut. Majbare kiponge setura si majlačhe.
trigger_phraseopcionalno
Tipstring | null
standardnoohwx
De trigger phrase vaš reemplasir `[trigger]` ande existime caption-ja vaj te služil sar caption kana naj save; trigger_work. None phandel o trigger word.
stepsopcionalno
Tipinteger
standardno1000
1 – 10,000
Training step-engo gindo vaš e LoRA.
learning_rateopcionalno
Tipnumber
standardno0.00115
0 – 0.01
Learning rate trainingosko.
training_styleopcionalno
Tipenum
standardnosubject
subjectstyle
Training-stilosko alosaripe.
face_cropopcionalno
Tipboolean
standardnotrue
Aktivirinel face-based kipo croping, anglal proba te arakhel o muj.
trubul

Rezultato

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "turbo-flux-trainer",
  "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": 2400,
    "usd": "2.40",
    "charged": 2400,
    "refunded": 0
  },
  "input": {
    "images_data_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  },
  "output": {
    "diffusers_lora_file": {
      "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
    },
    "config_file": {
      "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
    }
  },
  "outputs": [
    {
      "type": "file",
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_size": 1843200,
      "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"
  }
}
Tire fajlura, tiro alosaripenSako outputs[].url si kopija amare arakhipneste: vično (čargeime per GB-mase) vaj 7 dives bilačhes, tiro kontoskere regulaciatar vaj ?storage=.
Sa jekh forma sako modeloθartype, url, content_type, width, height thaj duration, varesave imajinake, video thaj audio-ke. output si o modelosko korkoro resultosko objekto.
Outputoske fieldura
diffusers_lora_file
object {url, content_type, file_name, file_size}URL savo džal ko trenirime LoRA-weightura ande diffusers-formato.
config_file
object {url, content_type, file_name, file_size}URL konfiguracijake le trained diffusers modelosko.

AI agentenge: kadija rig sar Markdown si kate https://doitong.com/rom/developers/models/turbo-flux-trainer.md. Sa e modelura thaj e gidura: https://doitong.com/developers/llms.txt