Saltar al cuntegna

Z Image Trainer

Integrar

ID dal model z-image-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/z-image-trainer?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image_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"

Questa dumonda: $2,26 2 260 credits API Lantschar sin questa pagina

Obtegna ina clav API
Alibaba Training #turbo#z-image#fast#trainer

Trainescha ina LoRA per Z-Image Turbo d'in ZIP da maletgs, cun focus sin cuntegn, stil u in equiliber

Alibaba · Datoteca

Tes emprim resultat vegn qua

Construis ina dumonda sutvart e l'exequescha cun tia clav API. Outputs vegnan copiads en nossa memorisaziun, conservads per adina u 7 dis gratuitamain.

Construir ina dumonda

Ils controls vegnan generads dal schema dal model. Il code e ​​il pretsch s'actualiseschan durant che ti als midas.

•obligatori

URL d'ina archiv zip da maletgs stilisticamain consistents; almain 10 vegnan recumandads, e sets pli gronds èn preferibels. Per mintga pareglia da maletgs pon instrucziuns d'editaziun vegnir furnidas en ina datoteca da text correspundenta cun il num ROOT.txt, sco photo.txt. Datotecas da text mancantas utiliseschan default_caption; la scolaziun croda sch'era questa alternativa manca.

standard 1000

Dumber total da pass per la scolaziun.

Avanzà training_type · default_caption · learning_rate
training_type standard balanced

Fokus da l’entrenament: 'content' accentuescha il cuntegn dal maletg, 'style' accentuescha l’estil dal maletg, e 'balanced' cumbinescha omadus.

Legenda utilisada empè da datotecas da legenda mancantas; None fa davent lur absenza in errur.

standard 0.0001

Ritmus d'emprender utilisà per parameters scolabels.

POST /run/z-image-trainer?wait=20 calculaziun → $2,26
# 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/z-image-trainer?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image_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"

Executar questa dumonda

Tia clav resta en quest browser: ella vegn tramessa mo al Doitong API e memorisada (localStorage) mo sch'ella scheccas Tiar a memoria. Obtegnair ina clav API

Davart Z Image Trainer

Fa fine-tuning d'ina LoRA cun tes agens maletgs furnids sco archiv zip, idealmain almain 10, eventualmain cun ina datoteca da text da descripziun per maletg. Definescha `training_type` a content, stil u balanced, `steps` da 100 fin 10000, e `learning_rate`. Ina `default_caption` cumpleta las descripziuns mancantas. L'output èn ils pais da la LoRA ed ina datoteca da configuraziun.

Parameters

NumTip StandardPermess Descripziun
image_data_urlobligatori
Tipstring
URL d'ina archiv zip da maletgs stilisticamain consistents; almain 10 vegnan recumandads, e sets pli gronds èn preferibels. Per mintga pareglia da maletgs pon instrucziuns d'editaziun vegnir furnidas en ina datoteca da text correspundenta cun il num ROOT.txt, sco photo.txt. Datotecas da text mancantas utiliseschan default_caption; la scolaziun croda sch'era questa alternativa manca.
stepsopziunal
Tipinteger
Standard1000
100 – 10 000
Dumber total da pass per la scolaziun.
learning_rateopziunal
Tipnumber
Standard0.0001
Ritmus d'emprender utilisà per parameters scolabels.
default_captionopziunal
Tipstring | null
Legenda utilisada empè da datotecas da legenda mancantas; None fa davent lur absenza in errur.
training_typeopziunal
Tipenum
Standardbalanced
contentstylebalanced
Fokus da l’entrenament: 'content' accentuescha il cuntegn dal maletg, 'style' accentuescha l’estil dal maletg, e 'balanced' cumbinescha omadus.
obligatori

Output

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "z-image-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": 2260,
    "usd": "2.26",
    "charged": 2260,
    "refunded": 0
  },
  "input": {
    "image_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"
  }
}
Tias datotecas, tia decisiunMintga outputs[].url è ina copia en nossa memorisaziun: conservada per adina (pajà per GB-mes) u 7 dis gratuitamain, tenor la configuraziun dal conto u ?storage=.
La medema structura per mintga modeltype, url, content_type, width, height e duration, tant per maletgs sco per video e audio. output è l'object da resultat dal model sez.
Champs da l'output
diffusers_lora_file
object {url, content_type, file_name, file_size}URL che mussa als pes LoRA trenads en il format diffusers.
config_file
object {url, content_type, file_name, file_size}URL che mussa a la datoteca da configuraziun dal model trenà.

Per agents AI: questa pagina sco Markdown è disponibla sut https://doitong.com/rm/developers/models/z-image-trainer.md. Tut ils models e las guidas: https://doitong.com/developers/llms.txt