ᡤᡝᠯᡳ ᡩᡝ ᠵᡠᠸᡝᠨ

Wan-2.2 LoRA Trainer · I2V A14b

ᠵᡠᠸᡝᠪᡠᠮᠪᡳ

ᠮᠣᡩᡝᠯ id wan-22-trainer/i2v-a14b
# 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/wan-22-trainer/i2v-a14b?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "training_data_url": "https://example.com/your-file.zip"
  }'

# 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"

ᡝᠨᡳ ᠵᠠᠯᡳᠨ: $2.00 2,000 API ᠺᠷᡝᡩᡳᠲ ᡝᡵᡝ ᠵᠠᠯᡳᠨᡩᡝ ᠠᠰᡠᠮᠪᡳ

API ᡩᠠᠮᡠᠨ ᡤᠠᠯᠠ
Alibaba ᠰᠠᠮᠠᠨ #lora#training#video

Wan 2.2 A14B image-to-video ᡳ ᠠᠰᡠ ᠪᡝ ᡠᠯᡥᡝᠮᠪᡳ᠂ ᡤᡝᠯᡳ ᠵᡠᠸᠠᠨ ᡩᡝᠯᡤᡝᠷᡳ ᡳ zip ᡩᡝᡵᡳ LoRA ᠪᡝ ᠵᠠᠩᡤᡳᠮᠪᡳ

Doitong ᡩᡝ ᠪᡠᠶᡝᠮᡝ

Doitong ᡤᡝᠮᡠᠨᡳ Wan-2.2 LoRA Trainer ᡩᡝ ᠵᠠᠯᠠᠨ ᠪᡠᠶᡝᠮᡝ᠈ ᡳᠨᡳ ᡤᡳᠰᡠᠨ ᡝᠮᡠ ᡤᡳᠯᠠᠨ ᡩᡝ ᡩᠠᡵᠠᠮᡝ

ᡤᡝᠮᡠᠨᡳ ᠵᡠᠯᡤᡝ ᠵᠠᠯᠠᠨ: 5
Create a highly realistic UGC-style smartphone video inside a modern commercial airplane during a... ᠰᡠᠨᡤᠠ

Create a highly realistic UGC-style smartphone video inside a modern commercial airplane during a daytime flight. Natural cabin lighting, subtle handheld camera movement, authentic airplane ambience, realistic passengers and natural acting. The video must feel like a real spontaneous phone...

**SORA 2 PROMPT — 20 seconds, vertical 9:16** Create a highly realistic UGC-style smartphone vide... ᠰᡠᠨᡤᠠ

**SORA 2 PROMPT — 20 seconds, vertical 9:16** Create a highly realistic UGC-style smartphone video inside a modern commercial airplane during a daytime flight. Natural cabin lighting, subtle handheld camera movement, authentic airplane ambience, realistic passengers and natural acting. The video...

Create a realistic cinematic 20-second video, filmed like a high-budget modern commercial with na... ᠰᡠᠨᡤᠠ

Create a realistic cinematic 20-second video, filmed like a high-budget modern commercial with natural acting, realistic lighting and believable facial expressions. All dialogue is spoken naturally in French. **SCENE 1 — EXPENSIVE RESTAURANT, EVENING — 0–5 sec** A young man in his late 20s is...

Create a realistic cinematic UGC-style commercial video, exactly 30 seconds long. The entire scen... ᠰᡠᠨᡤᠠ

Create a realistic cinematic UGC-style commercial video, exactly 30 seconds long. The entire scene takes place inside a modern passenger airplane during a daytime flight. Natural smartphone-like cinematography, realistic airplane cabin, authentic passengers, natural lighting, realistic skin...

TITLE: Santa's Secret Christmas Selfie with Dasha 🎄 VIDEO FORMAT: 15–20 seconds, vertical 9:16, c... ᠰᡠᠨᡤᠠ

TITLE: Santa's Secret Christmas Selfie with Dasha 🎄 VIDEO FORMAT: 15–20 seconds, vertical 9:16, cinematic Christmas short film, high-quality realistic 3D animation. REFERENCE IMAGE — DASHA_001 Use the uploaded image as the exact character reference for Dasha. Preserve her recognizable face,...

ᡤᡳᠰᡠᠨ ᠪᡠᠶᡝᠮᡝ

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

•ᡴᠠᠷᠠᡴᡡ

ᠵᠠᠯᡠ ᠠᠰᡥᠠᠨ ᡳ ZIP ᠠᠷᡴᡳᠪᡳ ᡳᠯᡤᠠᠨ; ᡩᠠᠮᠪᡳ ᡳ ᡤᠠᠳᠠᠨ ᠵᡝᠪᡝ ᠰᡠᠨᡤᠠ ᡳ ᡩᠠᠯᡳ ᡥᡡᠯᠠᠨ ᡳ ᡶᡳᠯᡝ ᠪᡳᠮᠪᡳ. ᠵᡠᠯᡝ 10 ᡤᠠᠳᠠᠨ, ᠰᡠᠨᡤᠠ ᡳᠯᡝᠮᡝ ᠠᠰᡥᠠᠮᡝ.

ᠵᡠᠯᡝ 400

ᠰᡠᡵᡝᠨ ᡳ ᠠᠯᡤᠠᠨ ᡳ ᠵᠠᠯᡤᠠᠨ.

ᠵᡠᠯᡤᡝ ᠵᡝᡵᡤᡳ trigger_phrase · learning_rate · auto_scale_input
ᠵᡠᠯᡝ

ᠮᠣᠳᡝᠯ ᠪᡝ ᠠᠰᡥᠠᠮᡝ ᡤᠠᠳᠠᠨ ᠪᡝ ᠪᡠᠶᡝᠮᡝ ᠵᡝᠮᡝ ᠪᡳᠮᠪᡳ ᡥᡡᠯᠠᠨ.

ᠵᡠᠯᡝ 0.0002

ᠰᡠᡵᡝᠨ ᡳ ᠮᡠᠶᠠᠩᡤᠠ ᡳ ᠠᠯᡤᠠᠨ; ᠵᠠᠯᡠᠴᡳ ᠠᠯᡤᠠᠨ ᡳ ᠵᠠᠯᡠ ᠪᡳᠴᡳ ᠵᡝᠮᡝ ᠵᠠᠯᡠ ᠪᡳᠮᠪᡳ.

POST /run/wan-22-trainer/i2v-a14b?wait=20 ᠵᠠᠯᡳᠨ → $2.00
# 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/wan-22-trainer/i2v-a14b?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "training_data_url": "https://example.com/your-file.zip"
  }'

# 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"

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

Wan-2.2 LoRA Trainer · I2V A14b ᡠᡵᡝᠮᡝ

`training_data_url` ᡳ ᠪᡠᡥᡝ ᠰᡳᠨᡳ ᠪᡝᠶᡝᡳ zip ᡶᡳᠯᡝ ᡩᡝ LoRA ᠪᡝ ᡨᠠᠴᡳᠪᡠᠮᠪᡳ᠈ ᡨᡝᡵᡝ ᡶᡳᠯᡝ ᡩᡝ ᡤᠠᠳᠠᠨ, ᠰᡠᠨᡤᠠ ᡠᠮᠠᡳ ᠪᠠᡳᠨᠠᡵᠠᠩᡤᡝ caption ᡥᡡᠯᠠᠨ ᡶᡳᠯᡝ ᠪᡝ ᠰᡳᠨᡩᠠᠴᡳ ᠣᠮᠪᡳ, ᠠᠵᡳᡤᡝᠪᡠᠮᡝ 10 ᠵᠠᡴᠠ ᠪᡳᡵᡝ ᠪᡝ ᠰᠠᡳᠰᠠᠮᠪᡳ᠈ `number_of_steps` (100 ᠴᡳ 20000, ᠵᡠᠯᡝ 400), `learning_rate`, ᡠᠮᠠᡳ `trigger_phrase` ᠪᡝ ᡨᠣᡴᡨᠣᠪᡠᠴᡳ ᠣᠮᠪᡳ᠈ ᡠᠴᡠᡵᡳ ᠣᠴᡳ LoRA weights ᡶᡳᠯᡝ ᡠᠮᠠᡳ ᠪᡝᠯᡥᡝᡵᡝ ᡶᡳᠯᡝ᠈

ᠵᠠᡴᡠᠨ

ᠵᡝᡵᡤᡳᡠᠯᠠᠮᡝ ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝᠠᠪᠠᠮᡝ ᠵᠠᠪᡠᠨ ᠵᠠᠯᠠᠨᡳ ᡤᡳᠰᡠᠨ
training_data_urlᡴᠠᠷᠠᡴᡡ
ᡠᠯᠠᠮᡝstring
ᠵᠠᠯᡠ ᠠᠰᡥᠠᠨ ᡳ ZIP ᠠᠷᡴᡳᠪᡳ ᡳᠯᡤᠠᠨ; ᡩᠠᠮᠪᡳ ᡳ ᡤᠠᠳᠠᠨ ᠵᡝᠪᡝ ᠰᡠᠨᡤᠠ ᡳ ᡩᠠᠯᡳ ᡥᡡᠯᠠᠨ ᡳ ᡶᡳᠯᡝ ᠪᡳᠮᠪᡳ. ᠵᡠᠯᡝ 10 ᡤᠠᠳᠠᠨ, ᠰᡠᠨᡤᠠ ᡳᠯᡝᠮᡝ ᠠᠰᡥᠠᠮᡝ.
number_of_stepsᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ400
100 – 20,000
ᠰᡠᡵᡝᠨ ᡳ ᠠᠯᡤᠠᠨ ᡳ ᠵᠠᠯᡤᠠᠨ.
learning_rateᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ0.0002
0.000001 – 1
ᠰᡠᡵᡝᠨ ᡳ ᠮᡠᠶᠠᠩᡤᠠ ᡳ ᠠᠯᡤᠠᠨ; ᠵᠠᠯᡠᠴᡳ ᠠᠯᡤᠠᠨ ᡳ ᠵᠠᠯᡠ ᠪᡳᠴᡳ ᠵᡝᠮᡝ ᠵᠠᠯᡠ ᠪᡳᠮᠪᡳ.
trigger_phraseᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝstring
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ
ᠮᠣᠳᡝᠯ ᠪᡝ ᠠᠰᡥᠠᠮᡝ ᡤᠠᠳᠠᠨ ᠪᡝ ᠪᡠᠶᡝᠮᡝ ᠵᡝᠮᡝ ᠪᡳᠮᠪᡳ ᡥᡡᠯᠠᠨ.
auto_scale_inputᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝfalse
᠝ᡵᡝᠮᡝ ᠪᡠᠮᡝ ᠰᡠᠨᡤᠠ ᠪᡝ ᠵᠠᠯᡠ ᠵᡝᠮᡝ ᠪᡳᠮᠪᡳ: true ᠪᡝ 81 ᡶᡳᠯᡝᠮᡝ ᠵᡝᠮᡝ ᠪᡳᠮᠪᡳ, 16 fps.
ᡴᠠᠷᠠᡴᡡ

ᠪᡠᠶᡝᠮᡝ

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "wan-22-trainer/i2v-a14b",
  "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": 2000,
    "usd": "2.00",
    "charged": 2000,
    "refunded": 0
  },
  "input": {
    "training_data_url": "https://example.com/your-file.zip"
  },
  "output": {
    "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"
  }
}
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
lora_file
object {url, content_type, file_name, file_size}ᠰᡠᡵᡝᠨ ᡳ ᠪᡠᠶᡝᠮᡝ ᡳ LoRA ᠪᡝᠯᡤᡳ ᡳᠯᡤᠠᠨ.
config_file
object {url, content_type, file_name, file_size}ᠰᡠᡵᡝᠨ ᡳ ᠵᠠᠯᡳᠨ ᡳ ᠵᡠᠯᡤᠠᠨ.

ᡝᠯᡤᡳ ᡩᠠᠯᡳᠨ: ᠰᠠᠮᠠᠨ

AI ᠠᡤᡝᠨᡨᡳ ᡠᠴᡠᠷᡳ᠈ ᡝᡵᡝ ᡩᡝᠪᡝᡵᡳ Markdown ᠰᡳᠨᡩᠠᡵᡳ https://doitong.com/mnc/developers/models/wan-22-trainer/i2v-a14b.md. ᡝᡵᡝ ᠮᠣᡩᡝᠯ ᠵᠠᡴᡠᠨ ᠰᡠᠯᡠᠮᡝ https://doitong.com/developers/llms.txt