Ruka hadi kwenye maudhui

ERNIE-Image Trainer

Unganisha

Kitambulisho cha modeli 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.com/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.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Ombi hili: $ 2.40 salio za API 2,400 Iendeshe kwenye ukurasa huu

Pata ufunguo wa API
Baidu Mafunzo #lora#personalization#trainer

Hufunza LoRA ya Ernie Image kutoka kwenye zip ya picha zenye manukuu

Baidu · Faili

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.

•inahitajika

URL ya hifadhi ya ZIP iliyo na picha za ingizo zilizounganishwa na faili za maelezo. Tumia ROOT.EXT kwa majina ya faili za picha, kama vile 001.jpg, na ROOT.txt kwa maelezo yanayolingana, kama vile 001.txt. Picha zisizo na faili ya maandishi ya maelezo hutumia default_caption.

chaguomsingi 2000

Jumla ya idadi ya hatua za mafunzo.

Ya kina default_caption · learning_rate

Maelezo yanayotumiwa badala ya faili za maelezo zinazokosekana, huku None ikifanya kutokuwepo kwake kuwa kosa.

chaguomsingi 0.0005

Kiwango cha ujifunzaji wa mafunzo.

POST /run/ernie-image-trainer?wait=20 makadirio → $ 2.40
# 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/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.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Endesha ombi hili

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

Kuhusu ERNIE-Image Trainer

Huboresha LoRA kutoka kwa `images_data_url`, zip ya picha zilizo na faili za maandishi ya manukuu yanayolingana. `steps` huanzia 10 hadi 40000 (chaguomsingi 2000), na `learning_rate` ni 0.0005 kwa chaguomsingi. `default_caption` hujaza faili za manukuu zinazokosekana. Matokeo ni faili ya usanidi na uzani wa LoRA wa diffusers.

Vigezo

JinaAina ChaguomsingiInaruhusiwa Maelezo
images_data_urlinahitajika
Ainastring
URL ya hifadhi ya ZIP iliyo na picha za ingizo zilizounganishwa na faili za maelezo. Tumia ROOT.EXT kwa majina ya faili za picha, kama vile 001.jpg, na ROOT.txt kwa maelezo yanayolingana, kama vile 001.txt. Picha zisizo na faili ya maandishi ya maelezo hutumia default_caption.
stepssi lazima
Ainainteger
Chaguomsingi2000
10 – 40,000
Jumla ya idadi ya hatua za mafunzo.
default_captionsi lazima
Ainastring | null
Maelezo yanayotumiwa badala ya faili za maelezo zinazokosekana, huku None ikifanya kutokuwepo kwake kuwa kosa.
learning_ratesi lazima
Ainanumber
Chaguomsingi0.0005
Kiwango cha ujifunzaji wa mafunzo.
inahitajika

Tokeo

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.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.com/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
diffusers_lora_file
object {url, content_type, file_name, file_size}URL inayoelekeza kwenye uzani wa LoRA uliofunzwa katika muundo wa diffusers.
config_file
object {url, content_type, file_name, file_size}URL inayoelekeza kwenye faili ya usanidi ya modeli iliyofunzwa.

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/ernie-image-trainer.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt