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Ideogram V4.0q LoRA Trainer

Whakauru

id tauira 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.ru/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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Tēnei tono: $ 6.75 6,750 whiwhinga API · ≈ ₽ 711.88 Whakahaerehia ki tēnei whārangi

Tikina he kī API
Ideogram · Kōnae

Kei konei tō hua tuatahi

Hangaia he tono ki raro nei, ka whakahaere mā tō kī API. Ka tāruatia ngā putanga ki tō mātou rokiroki, ka puritia mō ake tonu atu, mō rānei 7 rā mō te kore utu.

Hangaia he tono

Ka hangaia ngā mana whakahaere mai i te aronuinga o te tauira. Ka whakahoungia te waehere me te utu ina whakarerekē koe.

•e hiahiatia ana

URL ZIP raraunga whakangungu kei roto ngā atahanga me ngā tapanga, ko ia tapanga kei tētahi kōnae .txt e ōrite ana te pūtake ingoa kōnae ki tōna atahanga. Ka mahi te kaiwhakangungu mai i te huinga raraunga target-only ka whakaritea e prepare_dataset_dir.

taunoa auto

Ngā ahu atahanga whakangungu, ka whakapūtātia hei tautuhinga, auto, hei aho WIDTHxHEIGHT ritenga rānei, me ia ahu ka taea te wehe ki te 16. Kāore te tapahi pokapū e whakanuia ngā atahanga; mā auto e kōwhiri te tapahanga nui rawa e ōrite ana ki te huinga raraunga, kāore e hiahia whakanuinga. Ko ngā tautuhinga ko 1024x1024 (tapawhā), 1536x1024 (whenua), 1024x1536 (poutū), 1920x1088 (matawhānui), 2048x768 (ultrawide), 1024x1792 (phone_wallpaper), me 1584x400 (social_banner).

taunoa 1000

Tatau hīkoi mō te whakangungu LoRA.

Arā atu default_caption · learning_rate

Tapanga ka hoatu ki ia atahanga ina he true a force_default_caption, ka whakakapi i ngā kōnae tapanga; ki te kore, ka whakamahia mō ngā atahanga kāore he kōnae tapanga.

taunoa 0.0001
POST /run/ideogram/v4/trainer?wait=20 utu → $ 6.75
# 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/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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Whakahaerehia tēnei tono

Ka noho tō kī ki tēnei pūtirotiro: ka tukuna ki te Doitong API anake, ā, ka tiakina ki te localStorage anake ina tohua e koe te Mahara. Tikina he kī API

Mō Ideogram V4.0q LoRA Trainer

Ka whakauru i tētahi LoRA ki tō ake huinga raraunga mō te whakarite whaiaro, mō tētahi kāhua motuhake rānei. Ka tohu `images_data_url` ki tētahi zip whakaahua, ā, ka pānuitia ngā tapanga mai i ngā kōnae .txt ōrite te ingoa, ka whakakī `default_caption` i ngā mea ngaro. Ko te awhe o `steps` he 100 ki te 40000 (taunoa 1000), ā, ka taea te whakarite `learning_rate` me `resolution`. Ka whakahoki i te kōnae taumaha LoRA me tētahi kōnae whirihoranga.

Ngā tawhā

IngoaMomo TaunoaE whakaaetia ana Whakamārama
images_data_urle hiahiatia ana
Momostring
URL ZIP raraunga whakangungu kei roto ngā atahanga me ngā tapanga, ko ia tapanga kei tētahi kōnae .txt e ōrite ana te pūtake ingoa kōnae ki tōna atahanga. Ka mahi te kaiwhakangungu mai i te huinga raraunga target-only ka whakaritea e prepare_dataset_dir.
stepskōwhiringa
Momointeger
Taunoa1000
100 – 40,000
Tatau hīkoi mō te whakangungu LoRA.
default_captionkōwhiringa
Momostring | null
Tapanga ka hoatu ki ia atahanga ina he true a force_default_caption, ka whakakapi i ngā kōnae tapanga; ki te kore, ka whakamahia mō ngā atahanga kāore he kōnae tapanga.
resolutionkōwhiringa
Momostring
Taunoaauto
Ngā ahu atahanga whakangungu, ka whakapūtātia hei tautuhinga, auto, hei aho WIDTHxHEIGHT ritenga rānei, me ia ahu ka taea te wehe ki te 16. Kāore te tapahi pokapū e whakanuia ngā atahanga; mā auto e kōwhiri te tapahanga nui rawa e ōrite ana ki te huinga raraunga, kāore e hiahia whakanuinga. Ko ngā tautuhinga ko 1024x1024 (tapawhā), 1536x1024 (whenua), 1024x1536 (poutū), 1920x1088 (matawhānui), 2048x768 (ultrawide), 1024x1792 (phone_wallpaper), me 1584x400 (social_banner).
learning_ratekōwhiringa
Momonumber
Taunoa0.0001
0.000001 – 0.01
e hiahiatia ana

Putanga

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.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
Ō kōnae, māu e whiriwhiriKo ia url o outputs[] he tārua kei tō mātou rokiroki: ka puritia mō ake tonu atu (ka utua ia GB-marama) mō rānei 7 rā mō te kore utu, e ai ki ngā tautuhinga o tō pūkete, ki te ?storage= rānei.
He ōrite te hanga ki ia tauiratype, url, content_type, width, height me duration, mō ngā pikitia, ataata me te oro. Ko output te ahanoa hua ake o te tauira.
Ngā āpure o te putanga
diffusers_lora_file
object {url, content_type, file_name, file_size}URL mō ngā taumaha LoRA o Ideogram V4 i puta mai i te whakangungu.
config_file
object {url, content_type, file_name, file_size}URL mō te whirihoranga whakangungu e wātea ana ki te katoa.

Ētahi atu tauira: Whakangungu

Mō ngā āpiha AI: kei te wātea tēnei whārangi hei Markdown ki https://doitong.com/mi/developers/models/ideogram/v4/trainer.md. Ngā tauira me ngā aratohu katoa: https://doitong.com/developers/llms.txt