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Ideogram V4.0q LoRA Trainer

Integrere

Modealla-id ideogram/v4/trainer
# 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/ideogram/v4/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.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Dát ohcamuš: 6,75 $ 6 750 API-kreditta Vuodje dán siiddu alde

Oza API-čoavdaga
Ideogram · Fiila

Dát lea du vuosttaš bohtos

Daga jearaldaga vuolábealde ja vuodje dan iežat API-čoavddain. Boađusat kopierejuvvojit min vurkemii, bisuhuvvojit álo dahje 7 beaivvi nuvttá.

Ráhkat jearaldaga

Kontrollat ráhkaduvvojit modealla skeama vuođul. Koda ja haddi ođasmahttojuvvojit go rievddadat daid.

•gáibiduvvo

Training-data ZIP URL mas leat govvamat ja čilgehusat; juohke čilgehus lea .txt-fiillas mas lea seammá nammagállu go govvafiillas. Trainer geavaha dušše target-dataset:a maid prepare_dataset_dir ráhkada.

standárda auto

Oahpahusgovvva mihtut, meroštallon presetan, auto:n dahje iežas WIDTHxHEIGHT-teakstas mas juohke mihttu lea 16:in juohkásaš. Gaskkusgáržun ii stuora govvamat; auto vállje stuorámus gáržun maid dataset oktasaččat máhttá geavahit stuorruma haga. Presetat leat 1024x1024 (square), 1536x1024 (landscape), 1024x1536 (portrait), 1920x1088 (widescreen), 2048x768 (ultrawide), 1024x1792 (phone_wallpaper), ja 1584x400 (social_banner).

standárda 1000

LoRA-oahpahusa ceahkkiid lohku.

Viiddiduvvon default_caption · learning_rate

Čilgehus mii bidjo juohke govvii go force_default_caption lea true, ja mii badjána čilgehusfiillaid; muđui geavahuvvo dušše govvámii mas ii leat čilgehusfiila.

standárda 0.0001
POST /run/ideogram/v4/trainer?wait=20 haddemearrádus → 6,75 $
# 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/ideogram/v4/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.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Geavat dán ohcamuša

Du key báhcá dán fierpmádatlogan: dat sáddejuvvo dušše Doitong API:ii ja vurkejuvvo (localStorage) dušše jos válljet Remember. Viečča API-keya

Dát lea Ideogram V4.0q LoRA Trainer birra

Heiveha LoRA:a iežas dáhtaset várás, persovnnalaš dahje dihto stílla buvttadeapmái. `images_data_url` čujuha govaid zip:ii, čállosat lohkkojuvvojit seamma namat .txt-filat, ja `default_caption` devddá váilu čállosiid. `steps` lea 100-40000 (default 1000), ja `learning_rate` ja `resolution` sáhttet heivehuvvot. Máhccá LoRA-deivvu-fila ja konfigurašuvdnafila.

Parametterat

NammaŠládja StandárdaDohkkehuvvon Govvádus
images_data_urlgáibiduvvo
Šládjastring
Training-data ZIP URL mas leat govvamat ja čilgehusat; juohke čilgehus lea .txt-fiillas mas lea seammá nammagállu go govvafiillas. Trainer geavaha dušše target-dataset:a maid prepare_dataset_dir ráhkada.
stepseaktodáhtolaš
Šládjainteger
Standárda1000
100 – 40 000
LoRA-oahpahusa ceahkkiid lohku.
default_captioneaktodáhtolaš
Šládjastring | null
Čilgehus mii bidjo juohke govvii go force_default_caption lea true, ja mii badjána čilgehusfiillaid; muđui geavahuvvo dušše govvámii mas ii leat čilgehusfiila.
resolutioneaktodáhtolaš
Šládjastring
Standárdaauto
Oahpahusgovvva mihtut, meroštallon presetan, auto:n dahje iežas WIDTHxHEIGHT-teakstas mas juohke mihttu lea 16:in juohkásaš. Gaskkusgáržun ii stuora govvamat; auto vállje stuorámus gáržun maid dataset oktasaččat máhttá geavahit stuorruma haga. Presetat leat 1024x1024 (square), 1536x1024 (landscape), 1024x1536 (portrait), 1920x1088 (widescreen), 2048x768 (ultrawide), 1024x1792 (phone_wallpaper), ja 1584x400 (social_banner).
learning_rateeaktodáhtolaš
Šládjanumber
Standárda0.0001
0,000001 – 0,01
gáibiduvvo

Boađus

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "ideogram/v4/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": 6750,
    "usd": "6.75",
    "charged": 6750,
    "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.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
Du fiillat, du válljenJuohke outputs[].url lea kopia min vurkemis: bisuhuvvo álo (mákso GB-mánu mielde) dahje 7 beaivvi nuvttá, du konto­o heiveheami dahje ?storage= mielde.
Seammá hápmi juohke modeallastype, url, content_type, width, height ja duration, govvii, videoii ja jienai seammá ládje. output lea modealla iežas boađusobjekta.
Outputa giettit
diffusers_lora_file
object {url, content_type, file_name, file_size}URL Ideogram V4 LoRA-vuođuin maid oahpahus ráhkadii.
config_file
object {url, content_type, file_name, file_size}URL almmolaččat olamuttus oahpahuskonfigurášuvdnii.

Eanet modeallat: Oahpahus

AI-agenttaide: dán siidu Markdowna lea dáppe https://doitong.com/se/developers/models/ideogram/v4/trainer.md. Buot modeallat ja ráđit: https://doitong.com/developers/llms.txt