Saltar al cuntegna

ERNIE-Image Trainer

Integrar

ID dal model ernie-image-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/ernie-image-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"

Questa dumonda: $2,40 2 400 credits API · ≈ ₽253,11 Lantschar sin questa pagina

Obtegna ina clav API
Baidu Training #lora#personalization#trainer

Entrenescha ina LoRA per Ernie Image d'in zip da maletgs cun descripziuns

Baidu · 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'in archiv ZIP che cuntegna maletgs d'input accumpagnads da datotecas da legenda. Utilisescha ROOT.EXT per ils nums da datoteca dals maletgs, sco 001.jpg, e ROOT.txt per las legendas correspundentas, sco 001.txt. Maletgs senza datoteca da text da legenda utiliseschan default_caption.

standard 2000

Dumber total da pass da trenament.

Avanzà default_caption · learning_rate

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

standard 0.0005

Ritmus d'emprender dal trenament.

POST /run/ernie-image-trainer?wait=20 calculaziun → $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/ernie-image-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"

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 ERNIE-Image Trainer

Fa in fine-tuning d'ina LoRA cun `images_data_url`, in zip da maletgs cun datotecas da text da descripziun correspundentas. `steps` va da 10 fin 40000 (standard 2000), e `learning_rate` è standard 0.0005. `default_caption` remplazza las datotecas da descripziun mancantas. L'output è ina datoteca da configuraziun e pes LoRA per diffusers.

Parameters

NumTip StandardPermess Descripziun
images_data_urlobligatori
Tipstring
URL d'in archiv ZIP che cuntegna maletgs d'input accumpagnads da datotecas da legenda. Utilisescha ROOT.EXT per ils nums da datoteca dals maletgs, sco 001.jpg, e ROOT.txt per las legendas correspundentas, sco 001.txt. Maletgs senza datoteca da text da legenda utiliseschan default_caption.
stepsopziunal
Tipinteger
Standard2000
10 – 40 000
Dumber total da pass da trenament.
default_captionopziunal
Tipstring | null
Legenda utilisada empè da datotecas da legenda mancantas; None fa davent lur absenza in errur.
learning_rateopziunal
Tipnumber
Standard0.0005
Ritmus d'emprender dal trenament.
obligatori

Output

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "ernie-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": 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"
  }
}
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/ernie-image-trainer.md. Tut ils models e las guidas: https://doitong.com/developers/llms.txt