ᡤᡝᠯᡳ ᡩᡝ ᠵᡠᠸᡝᠨ

Qwen Image Edit 2509 Trainer

ᠵᡠᠸᡝᠪᡠᠮᠪᡳ

ᠮᠣᡩᡝᠯ id qwen-image-edit-2509-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/qwen-image-edit-2509-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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

ᠵᠠᠨᡳ ᡥᠠᠯᠠᠮᠠ ᡥᡡᠯᠠᠨᡳ ᡶᡳᠯᡝ: $4.00 4,000 API ᠺᠷᡝᡩᡳᠲ · ≈ ₽430.32 ᠰᡳᠨᡳ ᡶᡳᠯᡝ ᠵᠠᠯᡤᠠᠨ ᠠᠰᡠᠮᠪᡳᠨᡳ ᠠᠯᡳᠮᠪᡳ ᡝᡵᡝ ᠵᠠᠯᡳᠨᡩᡝ ᠠᠰᡠᠮᠪᡳ

API ᡩᠠᠮᡠᠨ ᡤᠠᠯᠠ
Alibaba ᠰᠠᠮᠠᠨ

ᠵᡠᠯᡤᡝᠨ ᡳ ᠵᠠᠯᡠ ᠪᡝ ᠵᡠᠯᡤᡝᡵᡳ ᠵᠠᠯᠠᠨ ᡳ ᡳᠮᠠᡤᡝ ᡩᡝᠵᡳ ᡳ ᠰᡳᠨᡩᠠᠨ ᡳ LoRA ᠪᡝ ᠪᡝᠯᡤᡳ ᠵᠠᠯᠠᠨ ᡩᡝ ᠵᠠᠯᡠ ᡤᠠᠯᠠᠮᡝᠪᡳ

Alibaba · ᡶᡳᠯᡝ

ᡳᠨᡝ ᡝᠮᡠᠨᡳᠩᡤᡝ ᡝᡵᡝᠮᡝ ᡩᡝ

ᡝᡵᡝ ᠵᡠᠯᡝᠨ ᡩᡝ ᡤᡝᡪᡳᠯᡝᠨ ᠪᠠᠶᠠᠨᠠᠮᡝ ᠠᠮᡪᠠᠯᠠ ᡶᡳᠯᡝᠮᡝ ᠪᡝᠶᡝᠮᡝ᠃ API ᠵᡳᡵᡤᠠᡳ ᡤᠠᡳᡥᠠᡩᡝ ᡤᡝᡪᡳᠯᡝᠨ ᠵᠠᠯᠠᠨᠠᠮᡝ ᠪᡠᠶᡝᠮᡝ ᠮᡠᠰᡝᡳ ᠰᡠᠯᡠᠨᡩᡝ ᠪᠠᠶᠠᠨᠠᠮᡝ᠂ ᠝ᠮᡤᡳ ᠮᡠᠰᡝ ᠠᠶᠠᠨ 7 ᡥᠠᠨ ᠰᠠᡳᠨᠠᠮᡝ᠃

ᡤᡳᠰᡠᠨ ᠪᡠᠶᡝᠮᡝ

ᠵᠠᡴᡠᠨᡳ ᠵᡠᠯᡝ ᡩᡝᡵᡤᡳ ᡩᡝᠪᡝᠰᡠᠮᡝ ᠵᡠᠯᡤᡝ ᠪᡠᠶᡝᠮᡝ᠈ ᡳᠨᡳ ᡤᡳᠰᡠᠨ ᠪᠠᡳ ᡝᠨᡝᠩᡤᡳ ᠠᠮᠪᡳ

•ᡴᠠᠷᠠᡴᡡ

ᠵᡠᠯᡤᠠᠨ ᡳ ZIP ᠠᡵᡴᡳᠪᡝ ᠵᠠᠯᠠᠨ᠉ ROOT_start.EXT ᡩᠠᠪᠠᠨ ROOT_end.EXT ᠵᡠᠯᡝ ᠵᠠᠯᠠᠨ᠂ ᡥᡝᠨᡳ ᠰᠣᠲᠣᠨ ᡩᡝ photo_start.jpg ᡳ ᠮᡠᠶᠠᡶᠠᡵᡳᠨ᠉ ᡝᠮᡠ ᠵᡠᠯᡤᠠᠨ ᡩᡝ ᠵᡠᡵᠠᠨ ᡳ ᠣᡵᡳᠨ ᡳᠯᡥᠠᠨ ᠪᠠᡳᠮᡝ᠂ ROOT_start.EXT, ROOT_start2.EXT, ROOT_start3.EXT, ..., ROOT_end.EXT ᡩᡝ ᠠᠯᡳᠨ ᠪᠠᠨᠵᡳᠨᡠᠨ᠉ photo_start.jpg, photo_start2.jpg, photo_end.jpg ᡳ ᠮᡠᠶᠠᡶᠠᡵᡳᠨ᠉ ᡝᠮᡠ ᡳᠯᡥᠠᠨ ᡩᡝ ᠵᡠᠯᡤᠠᠨ ᡳ ᠮᡠᠶᠠᡶᠠᡵᡳᠨ ᠪᡝ ᠵᠠᠯᠠᠨ᠉ ROOT.txt ᡳ ᠵᡠᠯᡤᠠᠨ ᡳ ᡥᡡᠯᠠᠨ ᠪᠠᡳᠮᡝ᠂ photo.txt ᡳ ᠮᡠᠶᠠᡶᠠᡵᡳᠨ᠉ ᡝᡵᡝ ᠶᠠᠯᡳᠨ ᠠᡴᡡ ᡩᡝ ᠵᠠᠯᠠᠨ ᠪᡝ default_caption ᠵᡠᠯᡝ ᠪᡝ ᠣᠯᡥᠣᠮᡝ ᡩᠠᠯᠵᡳᠨ᠉ default_caption ᠠᡴᡡ ᡩᡝ ᠵᡠᠯᡤᠠᠨ ᠠᡴᡡ ᠠᠮᠠᠯᠠᠮᡝ᠉

ᠵᡠᠯᡝ 1000

ᠵᠠᠰᡳᠮᡝ ᠵᠠᡴᡠᠨ ᡳ ᠮᡠᠶᠠᡥᡠᠨ ᠵᠠᠯᡳᠨ᠉

ᠵᡠᠯᡤᡝ ᠵᡝᡵᡤᡳ default_caption · learning_rate

ᠠᠯᡤᠠᠨ ᡥᡡᠯᠠᠨ ᡶᡳᠯᡝ ᡠᡴᡩᡝᠮᡝ ᠠᠰᠠᠮᡝ ᠪᡳᠰᡳᡵᡝ ᡥᡡᠯᠠᠨ᠈ None ᠠᠰᠠᠮᡝ ᡠᡴᡩᡝᠮᡝ ᠪᡝ ᠪᠣᠯᡥᠣᠮᡝ᠉

ᠵᡠᠯᡝ 0.0001

ᠯᠠᠨ ᡩᠠᡶᠠᠯᠠᠮᠪᡝᡵᡝ LoRA ᠵᠠᡴᡠᠨ ᡳ ᠵᠠᡶᠠᠨ

POST /run/qwen-image-edit-2509-trainer?wait=20 ᠵᠠᠯᡳᠨ → $4.00
# 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/qwen-image-edit-2509-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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

ᡝᠨᡳ ᠵᠠᠯᡳᠨ ᠪᡝ ᠵᠠᠯᠠᠨᠠᠮᡝ

ᡳᠨᡝ ᠵᠠᠯᠠᠨ ᡝᡵᡝ ᠪᡠᡵᡝᠪᡝᡵᡳ ᡩᡝ ᠪᡳᠮᡝ᠈ Doitong API ᡩᡝ ᠵᡝᠯᡤᡳ ᡩᠠᡵᠠᠮᡝ᠈ Remember ᠵᡠᠯᡝᠮᡝ ᡤᡳᠯᠠᠮᡝ localStorage ᡩᡝ ᠰᡠᠯᡝᠮᡝ ᠪᡳᠮᡝ API ᠵᠠᠯᠠᠨ ᠠᠪᠠᠮᡝ

Qwen Image Edit 2509 Trainer ᡠᡵᡝᠮᡝ

ᠰᡳᠨᡩᡝ ᠪᠠᡳᡥᠠ ᠰᡳᠨᡳᠶᠠᠨ/ᡝᠴᡝᡵᡝ ᠵᡝᠯᡤᡳ ᠪᡝ ᠠᠰᡥᠠᠨ ᡤᡝᠨᡝᠮᡝ LoRA ᠪᡝ ᡩᠠᠮᡠᠯᠠᠮᡝᠪᡳ. `image_data_url` ᡩᡝ ROOT_start.EXT ᡝᠮᡝ ROOT_end.EXT ᡳ ᡩᡝᡵᡤᡳ ᡝᠮᡠ ᡩᡝ ᠪᠠᡳᡥᠠ ᡳᠮᠠᡤᡝ ᡳ ᠵᠠᠰᡠᠨ ᠪᡝ ᠵᠠᠯᠠᠮᡝᠪᡳ. `steps` 1 ᡩᡝ 30000 ᡩᡝ (ᠠᠨᡳᠶᠠ 1000) ᡝᠮᡝ `learning_rate` ᠪᡝ ᠵᠠᠰᡳᠮᡝ᠂ ᠵᠠᠯᡠ ᠠᠯᡳᠨ ᡩᡝ caption ᠠᡴᡡ ᠪᠠᡳᡥᠠ ᠵᡝᠯᡤᡳ ᡩᡝ `default_caption` ᠪᡝ ᡩᠠᠮᡠᠯᠠᠮᡝᠪᡳ. ᡳᠯᡤᠠᠨ ᡳ ᡩᠠᠰᠠᠨ ᠪᡝ ᠵᠠᠯᠠᠨ ᡩᡝ ᡩᠠᠮᡠᠯᠠᠮᡝᠪᡳ.

ᠵᠠᡴᡠᠨ

ᠵᡝᡵᡤᡳᡠᠯᠠᠮᡝ ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝᠠᠪᠠᠮᡝ ᠵᠠᠪᡠᠨ ᠵᠠᠯᠠᠨᡳ ᡤᡳᠰᡠᠨ
image_data_urlᡴᠠᠷᠠᡴᡡ
ᡠᠯᠠᠮᡝstring
ᠵᡠᠯᡤᠠᠨ ᡳ ZIP ᠠᡵᡴᡳᠪᡝ ᠵᠠᠯᠠᠨ᠉ ROOT_start.EXT ᡩᠠᠪᠠᠨ ROOT_end.EXT ᠵᡠᠯᡝ ᠵᠠᠯᠠᠨ᠂ ᡥᡝᠨᡳ ᠰᠣᠲᠣᠨ ᡩᡝ photo_start.jpg ᡳ ᠮᡠᠶᠠᡶᠠᡵᡳᠨ᠉ ᡝᠮᡠ ᠵᡠᠯᡤᠠᠨ ᡩᡝ ᠵᡠᡵᠠᠨ ᡳ ᠣᡵᡳᠨ ᡳᠯᡥᠠᠨ ᠪᠠᡳᠮᡝ᠂ ROOT_start.EXT, ROOT_start2.EXT, ROOT_start3.EXT, ..., ROOT_end.EXT ᡩᡝ ᠠᠯᡳᠨ ᠪᠠᠨᠵᡳᠨᡠᠨ᠉ photo_start.jpg, photo_start2.jpg, photo_end.jpg ᡳ ᠮᡠᠶᠠᡶᠠᡵᡳᠨ᠉ ᡝᠮᡠ ᡳᠯᡥᠠᠨ ᡩᡝ ᠵᡠᠯᡤᠠᠨ ᡳ ᠮᡠᠶᠠᡶᠠᡵᡳᠨ ᠪᡝ ᠵᠠᠯᠠᠨ᠉ ROOT.txt ᡳ ᠵᡠᠯᡤᠠᠨ ᡳ ᡥᡡᠯᠠᠨ ᠪᠠᡳᠮᡝ᠂ photo.txt ᡳ ᠮᡠᠶᠠᡶᠠᡵᡳᠨ᠉ ᡝᡵᡝ ᠶᠠᠯᡳᠨ ᠠᡴᡡ ᡩᡝ ᠵᠠᠯᠠᠨ ᠪᡝ default_caption ᠵᡠᠯᡝ ᠪᡝ ᠣᠯᡥᠣᠮᡝ ᡩᠠᠯᠵᡳᠨ᠉ default_caption ᠠᡴᡡ ᡩᡝ ᠵᡠᠯᡤᠠᠨ ᠠᡴᡡ ᠠᠮᠠᠯᠠᠮᡝ᠉
learning_rateᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ0.0001
ᠯᠠᠨ ᡩᠠᡶᠠᠯᠠᠮᠪᡝᡵᡝ LoRA ᠵᠠᡴᡠᠨ ᡳ ᠵᠠᡶᠠᠨ
stepsᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ1000
1 – 30,000
ᠵᠠᠰᡳᠮᡝ ᠵᠠᡴᡠᠨ ᡳ ᠮᡠᠶᠠᡥᡠᠨ ᠵᠠᠯᡳᠨ᠉
default_captionᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝstring | null
ᠠᠯᡤᠠᠨ ᡥᡡᠯᠠᠨ ᡶᡳᠯᡝ ᡠᡴᡩᡝᠮᡝ ᠠᠰᠠᠮᡝ ᠪᡳᠰᡳᡵᡝ ᡥᡡᠯᠠᠨ᠈ None ᠠᠰᠠᠮᡝ ᡠᡴᡩᡝᠮᡝ ᠪᡝ ᠪᠣᠯᡥᠣᠮᡝ᠉
ᡴᠠᠷᠠᡴᡡ

ᠪᡠᠶᡝᠮᡝ

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "qwen-image-edit-2509-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": 4000,
    "usd": "4.00",
    "charged": 4000,
    "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.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
ᡤᡝᠯᡝᠮᡝ ᡥᡡᠯᡤᡠᠨᡳ ᡳᠨᡠᡝᠯᡝᡥᡝ outputs[].url ᠰᡠᠯᡠᠨ ᡩᡝ ᠰᡳᡵᡝ ᡶᡳᠯᡝ᠈ ᠝ᠮᡤᡳ ᠮᡠᠰᡝ ᠠᠪᠠᠯᡳ ᠵᡝᠮᡤᡳᠨ GB-ᠪᡳᠶᠠ ᠵᡝᠮᡤᡳᠨ ᠪᡝ ᡝᠮᡠᠯᡝᠮᡝ ᠠᠪᠠᠯᡳ 7 ᡥᠠᠨ ᠰᡳᠯᡤᠠᠨ ᡩᡝ᠈ ᠰᡳᠨᡳ ᠪᠠᠯᠠᠨᠰᡳ ᠵᡠᠶᡝᡵᡝᠨ ᠠᠪᠠᠯᡳ ?storage= ᡩᡝ ᡝᠵᡝᠨ ᡥᠠᠯᠠᠮᡝ᠉
ᡝᠮᡠ ᡤᡳᠰᡠᠨ ᡝᠮᡠ ᠮᠣᡩᡝᠯ ᡩᡝtype, url, content_type, width, height ᠮᠠᠩᡤᡳ duration᠈ ᠵᠠᠯᠠᠨ᠈ ᠪᡠᠵᡠᠮᠪᡳ ᠮᠠᠩᡤᡳ ᠵᡝᡵᡤᡳ ᡩᡝᠨᡳ᠈ output ᠮᠣᡩᡝᠯᡳᠨᡳ ᡝᠮᡠ ᠵᠠᠯᠠᠨ
ᠪᡠᠶᡝᠮᡝᠨᡳ ᡤᡳᠰᡠᠨ
diffusers_lora_file
object {url, content_type, file_name, file_size}ᠵᠠᠰᡳᠮᡝ ᠪᡳᠰᡳᡵᡝ LoRA ᠵᠠᠯᡳᠨ ᡳ URL᠉
config_file
object {url, content_type, file_name, file_size}ᠵᠠᠰᡳᠮᡝ ᠮᡳᠶᠠᠮᡝ ᡳ ᠮᡳᠨᡩᡝᡵᡝ ᡶᡳᠯᡝ ᡳ URL᠉

AI ᠠᡤᡝᠨᡨᡳ ᡠᠴᡠᠷᡳ᠈ ᡝᡵᡝ ᡩᡝᠪᡝᡵᡳ Markdown ᠰᡳᠨᡩᠠᡵᡳ https://doitong.com/mnc/developers/models/qwen-image-edit-2509-trainer.md. ᡝᡵᡝ ᠮᠣᡩᡝᠯ ᠵᠠᡴᡠᠨ ᠰᡠᠯᡠᠮᡝ https://doitong.com/developers/llms.txt