ᡤᡝᠯᡳ ᡩᡝ ᠵᡠᠸᡝᠨ

Kolors

ᠵᡠᠸᡝᠪᡠᠮᠪᡳ

ᠮᠣᡩᡝᠯ id kolors
# 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/kolors?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
  }'

# 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: ≈$0.035 35 API ᠺᠷᡝᡩᡳᠲ · ≈ ₽3.69 ᡝᡵᡝ ᠵᠠᠯᡳᠨᡩᡝ ᠠᠰᡠᠮᠪᡳ

API ᡩᠠᠮᡠᠨ ᡤᠠᠯᠠ
Kuaishou ᡥᡡᠯᠠᠨ ᡩᡝ ᡤᠠᠳᠠᠨ #realism#diffusion

ᡥᡝᡵᡤᡝᠨ ᡳ ᡩᠠᠯᡵᡳ ᡩᡝ ᡤᡝᠯᡳ ᡠᠨᡩᡝᡵᡝ ᡳᠯᡤᠠᠨ ᡩᠠᠮᡝ ᡤᡝᠮᡝ ᠠᠪᠠᠯᠠᠮᠪᡳ᠂ ᡳᠯᡤᠠᠨ ᠠᡵᠠᡩᠠᠨ 8 ᡶᠠᡳᠯᠠᠨ ᡩᡝ

Kuaishou · ᡤᠠᠳᠠᠨ

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

ᠪᡠᠶᡝᠮᡝ ᠪᠠᡳᠨᠠᡵᠠ ᡤᠠᠳᠠᠨ ᠪᡝ ᠯᡝᠣᠯᡝᡵᡝ᠈ ᡠᠵᡳ ᠪᠠᡥᠠᡵᠠᠩᡤᡝ ᠪᡝ ᠪᠠᡥᠠᡵᡝ ᠰᡝᠮᡝ ᠮᡠᡨᡝᡵᡝ ᡨᡝᠨᡳ ᡤᡝᡨᡠᡴᡝᠨ ᡶᡳᠰᡳᡥᡳᡵᡝ᠈

image_size ᠵᡠᠯᡝ square_hd

ᠪᡠᠶᡝᠮᡝ ᡤᠠᠳᠠᠨ ᡳ ᡤᡳᡵᠠᠨ.

num_images ᠵᡠᠯᡝ 1

ᠪᡠᠶᡝᠮᡝ ᡩᡝ ᠵᡠᠴᡝᠨ ᡳ ᠵᡠᠰᡝ ᡳ ᡩᡠᠯᠠᠨ᠉

ᠵᡠᠯᡤᡝ ᠵᡝᡵᡤᡳ negative_prompt · output_format · scheduler · guidance_scale · num_inference_steps · seed · enable_safety_checker
ᠵᡠᠯᡝ

ᡤᠠᠳᠠᠨ ᡳ ᡶᡳᠶᡝᠨ ᡩᡝ ᡥᡝᡥᡝᡵᡝ ᠠᡴᡡ ᠪᠠᡳᡨᠠ ᠪᡝ ᡨᠣᡴᡨᠣᠪᡠᡵᡝ ᠸᠠᡴᠠ ᡥᡡᠯᠠᠨ᠈ ᠪᠣᠴᠣ᠈ ᠵᠠᡴᠠ᠈ ᠠᠯᡳᠨ ᠪᡳᡵᠠ ᡝᠪᡝᡵᡝᡴᡝ ᠪᠠᡳᡨᠠ ᠪᡝ ᡥᡝᡥᡝᡵᡝᠮᡝ ᠮᡠᡨᡝᠮᠪᡳ᠉ ᡴᡝᠮᡠᠨ ᠪᡝ ᡩᡠᠪᡠᠯᡝᠴᡳ ᠰᡝᠯᡶᡝᡥᡝ ᡶᡠᠨᡳᠶᡝᡥᡝ᠈ ᡶᠠᡴᠴᠠᡵᠠ ᠪᠠᡳᡨᠠ᠈ ᡝᠪᡝᡵᡝᡴᡝ ᠵᠠᠯᠠᠨ ᠪᡝ ᡤᡝᡨᡠᡴᡝᠯᡝᠮᠪᡳ᠉

output_format ᠵᡠᠯᡝ png

ᠪᡠᠶᡝᠮᡝ ᠵᡠᠴᡝᠨ ᡳ ᡶᡳᠯᡝ ᡳ ᠵᡠᠰᡝ᠉

ᠵᡠᠯᡝ EulerDiscreteScheduler

ᠮᠣᠳᡝᠯ ᡳ ᠠᡳᠰᡳᠯᠠᠮᡝ ᠵᡠᠯᡝ ᠰᠠᠶᠠᠨ.

ᠵᡠᠯᡝ 5

ᡥᡡᠯᠠᠨ ᡩᡝ ᠵᠠᡴᡠᠨ ᠵᡠᠯᡝᠮᡝ ᠤᠯᠠᡥᠠᠨ, CFG (Classifier Free Guidance) ᡩᡝ ᠵᡠᠯᡝᠮᡝ.

ᠵᡠᠯᡝ 50

ᠶᠠᠪᡠᠯᠠᡵᠠ ᡠᠯᡥᡳᠰᡠ ᠪᠣᡩᠣᡵᠣ ᠠᠯᡥᠠ ᡳ ᡨᠣᠨ.

ᠰᠠᠨᠠᠮᡝ ᠪᡠᠶᡝᠮᡝᠨᡳ ᠪᠠᡳᠨᠠᠮᡝ.

POST /run/kolors?wait=20 ᠵᠠᠯᡳᠨ → $0.035
# 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/kolors?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
  }'

# 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

Kolors ᡠᡵᡝᠮᡝ

ᡥᡝᡵᡤᡝᠨ ᡳ `prompt` ᠠᡵᠠᡩᠠᠨ ᠵᡳᡵᡤᠠᠨ ᡤᡝᠨᡝᡵᡝᠮᠪᡳ᠂ `negative_prompt` ᠵᠠᡶᠠᠰᡳ ᡠᠯᠠᡵᠠᠮᠪᡳ᠃ `guidance_scale` (1 ᠠᡵᠠᡩᠠᠨ 10)᠂ `num_inference_steps` (1 ᠠᡵᠠᡩᠠᠨ 150) ᡳ ᠵᠠᠰᠠᠮᠪᡳ ᠪᠠᡳ `scheduler` ᡩᡝ ᡳᠯᡤᠠᠨ ᡩᠠᠮᡝ ᠵᠠᠯᡠᠮᠪᡳ᠃ ᠵᡠᠸᠠᠨ ᠮᡝᡳᠩᡤᡝ ᡩᡝ 1 ᠠᡵᠠᡩᠠᠨ 8 ᡤᠠᠮᡝ ᡤᡝᠨᡝᡵᡝᠮᠪᡳ᠂ ᡳᠯᡤᠠᠨ ᡠᠯᡥᠠᠨ ᡳ ᡯᠠᠩᡤᡳ ᡩᡝ png ᠣᠴᡳᠮᠪᡳ ᠪᠠᡳ jpeg᠂ `seed` ᠵᠠᠪᡠᠯᠠᠨ ᡩᠠᠮᡝ ᡠᠯᡥᠠᠮᠪᡳ᠃

ᠵᠠᡴᡠᠨ

ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ ᠵᡝᠯᡤᡳ ᠠᠪᠠᠮᠪᡳ᠈ ᠨᡝᠮᡝ ᠮᡠᠰᡝ ᡠᠯᠠᠮᠪᡳ ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ

ᠵᡝᡵᡤᡳᡠᠯᠠᠮᡝ ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝᠠᠪᠠᠮᡝ ᠵᠠᠪᡠᠨ ᠵᠠᠯᠠᠨᡳ ᡤᡳᠰᡠᠨ
promptᡴᠠᠷᠠᡴᡡ
ᡠᠯᠠᠮᡝstring
ᠪᡠᠶᡝᠮᡝ ᠪᠠᡳᠨᠠᡵᠠ ᡤᠠᠳᠠᠨ ᠪᡝ ᠯᡝᠣᠯᡝᡵᡝ᠈ ᡠᠵᡳ ᠪᠠᡥᠠᡵᠠᠩᡤᡝ ᠪᡝ ᠪᠠᡥᠠᡵᡝ ᠰᡝᠮᡝ ᠮᡠᡨᡝᡵᡝ ᡨᡝᠨᡳ ᡤᡝᡨᡠᡴᡝᠨ ᡶᡳᠰᡳᡥᡳᡵᡝ᠈
negative_promptᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝstring
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ
ᡤᠠᠳᠠᠨ ᡳ ᡶᡳᠶᡝᠨ ᡩᡝ ᡥᡝᡥᡝᡵᡝ ᠠᡴᡡ ᠪᠠᡳᡨᠠ ᠪᡝ ᡨᠣᡴᡨᠣᠪᡠᡵᡝ ᠸᠠᡴᠠ ᡥᡡᠯᠠᠨ᠈ ᠪᠣᠴᠣ᠈ ᠵᠠᡴᠠ᠈ ᠠᠯᡳᠨ ᠪᡳᡵᠠ ᡝᠪᡝᡵᡝᡴᡝ ᠪᠠᡳᡨᠠ ᠪᡝ ᡥᡝᡥᡝᡵᡝᠮᡝ ᠮᡠᡨᡝᠮᠪᡳ᠉ ᡴᡝᠮᡠᠨ ᠪᡝ ᡩᡠᠪᡠᠯᡝᠴᡳ ᠰᡝᠯᡶᡝᡥᡝ ᡶᡠᠨᡳᠶᡝᡥᡝ᠈ ᡶᠠᡴᠴᠠᡵᠠ ᠪᠠᡳᡨᠠ᠈ ᡝᠪᡝᡵᡝᡴᡝ ᠵᠠᠯᠠᠨ ᠪᡝ ᡤᡝᡨᡠᡴᡝᠯᡝᠮᠪᡳ᠉
guidance_scaleᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ5
1 – 10
ᡥᡡᠯᠠᠨ ᡩᡝ ᠵᠠᡴᡠᠨ ᠵᡠᠯᡝᠮᡝ ᠤᠯᠠᡥᠠᠨ, CFG (Classifier Free Guidance) ᡩᡝ ᠵᡠᠯᡝᠮᡝ.
num_inference_stepsᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ50
1 – 150
ᠶᠠᠪᡠᠯᠠᡵᠠ ᡠᠯᡥᡳᠰᡠ ᠪᠣᡩᠣᡵᠣ ᠠᠯᡥᠠ ᡳ ᡨᠣᠨ.
seedᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger | null
ᠰᠠᠨᠠᠮᡝ ᠪᡠᠶᡝᠮᡝᠨᡳ ᠪᠠᡳᠨᠠᠮᡝ.
enable_safety_checkerᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝtrue
ᠠᠮᠪᠠᠨ ᠰᠠᠶᠠᠨᡳ ᠰᠠᠮᡝᠰᡳᠮᡝ ᠠᠯᡳᠨ ᠪᡳᠮᡝ; ᠠᠯᡳᠨ ᠠᠴᠠᠨ ᡤᠠᠳᠠᠨ ᠶᠠᠰᡥᠠᠨ ᡳ ᠵᠠᠯᠠᠨ ᠪᡳᠮᡝ. ᠵᠠᠰᡳᠨ ᠠᠴᠠᠨ ᡤᡝᡪᡳᠯᡝ ᡩᡝ ᠰᠠᠮᡝᠰᡳᠮᡝ ᠵᡠᠯᡝ; ᠵᠠᠰᡳᠨᡩᠠᠯᠠᠨ ᠪᡳᠮᡝ ᠵᠠᠯᠠᠨ ᠪᡳᠮᡝ ᠠᠴᠠᠨᠠᠮᡪᡳ.
num_imagesᠵᡠᠯᡝ num_outputs
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ1
1 – 8
ᠪᡠᠶᡝᠮᡝ ᡩᡝ ᠵᡠᠴᡝᠨ ᡳ ᠵᡠᠰᡝ ᡳ ᡩᡠᠯᠠᠨ᠉
image_sizeᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝobject
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝsquare_hd
square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9
ᠪᡠᠶᡝᠮᡝ ᡤᠠᠳᠠᠨ ᡳ ᡤᡳᡵᠠᠨ.
schedulerᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝEulerDiscreteScheduler
EulerDiscreteSchedulerEulerAncestralDiscreteSchedulerDPMSolverMultistepSchedulerDPMSolverMultistepScheduler_SDE_karrasUniPCMultistepSchedulerDEISMultistepScheduler
ᠮᠣᠳᡝᠯ ᡳ ᠠᡳᠰᡳᠯᠠᠮᡝ ᠵᡠᠯᡝ ᠰᠠᠶᠠᠨ.
output_formatᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝpng
jpegpng
ᠪᡠᠶᡝᠮᡝ ᠵᡠᠴᡝᠨ ᡳ ᡶᡳᠯᡝ ᡳ ᠵᡠᠰᡝ᠉
ᡴᠠᠷᠠᡴᡡ ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ᠈ ᠮᡠᠰᡝ ᡝᠮᡠ ᠠᠪᠠᠮᠪᡳ

ᠪᡠᠶᡝᠮᡝ

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "kolors",
  "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": 35,
    "usd": "0.035",
    "charged": 35,
    "refunded": 0
  },
  "input": {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
  },
  "output": {
    "images": [
      {
        "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
        "width": 1024,
        "height": 768,
        "content_type": "image/jpeg"
      }
    ],
    "timings": {},
    "seed": 42,
    "has_nsfw_concepts": [
      false
    ],
    "prompt": "string"
  },
  "outputs": [
    {
      "type": "image",
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_size": 1843200,
      "width": 1024,
      "height": 768,
      "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
images
array of object {url, width, height, content_type}ᠪᡠᠶᡝᠮᡝ ᡤᠠᠳᠠᠨᡳ ᡶᡳᠯᡝ ᡩᠠᠮᡠ.
timings
object
seed
integerᠪᡠᠶᡝᠮᡝᠨᡳ ᠰᡝᠨᡩᡝᠨᡳ ᠵᠠᠯᡳᠨ; ᡳᠨᡠ ᠪᡳᠰᡳᡵᡝᠨ ᠪᡝ ᠵᠠᠯᡳᠨᠠᠮᠪᡳ᠉
has_nsfw_concepts
array of booleanᠪᡠᠶᡝᠮᡝᠨᡳ ᠤᠯᡥᠠᠨ ᠤᠨᠠᠰᡳᠨ ᠩᡝᠮᡝ ᠪᡳ ᠰᡝᠮᡝ ᠵᠠᠯᡳᠨᠠᠮᠪᡳ᠉
prompt
stringᠪᡠᠶᡝᠮᡝᠨᡳ ᡥᡡᠯᠠᠨ᠉

ᡝᠯᡤᡳ ᡩᠠᠯᡳᠨ: ᡥᡡᠯᠠᠨ ᡩᡝ ᡤᠠᠳᠠᠨ

AI ᠠᡤᡝᠨᡨᡳ ᡠᠴᡠᠷᡳ᠈ ᡝᡵᡝ ᡩᡝᠪᡝᡵᡳ Markdown ᠰᡳᠨᡩᠠᡵᡳ https://doitong.com/mnc/developers/models/kolors.md. ᡝᡵᡝ ᠮᠣᡩᡝᠯ ᠵᠠᡴᡠᠨ ᠰᡠᠯᡠᠮᡝ https://doitong.com/developers/llms.txt