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Wan-2.1 LoRA Trainer · T2V 14b

Unganisha

Kitambulisho cha modeli wan-trainer/t2v-14b
# 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-trainer/t2v-14b?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"

Ombi hili: $ 2.00 salio za API 2,000 Iendeshe kwenye ukurasa huu

Pata ufunguo wa API
Alibaba Mafunzo #lora#training

Kifunzaji cha LoRA cha modeli kubwa ya Wan 2.1 text-to-video 14B, kutoka kwenye zipu ya picha au video

Imetengenezwa kwenye Doitong

Kazi za umma zilizotengenezwa kwa Wan-2.1 LoRA Trainer na jumuiya ya Doitong. Tumia tena kidokezo kwa kubofya mara moja.

Kazi za umma zilizoonyeshwa: 2
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Unda ombi

Vidhibiti vinazalishwa kutoka kwenye schema ya modeli. Msimbo na bei husasishwa unapovibadilisha.

•inahitajika

URL ya kumbukumbu ya ZIP ya mafunzo kwa picha zenye mtindo thabiti, ikiweza kujumuisha faili za maandishi ya manukuu zilizopewa majina yanayolingana na faili zao za picha au video. Lenga kujumuisha angalau picha 10, video, au mchanganyiko wa zote mbili, huku mikusanyiko mikubwa ikipendelewa.

chaguomsingi 400

Jumla ya idadi ya hatua za mafunzo.

Ya kina trigger_phrase · learning_rate · auto_scale_input
chaguomsingi

Kauli inayochochea modeli kutoa picha.

chaguomsingi 0.0002

Mpangilio wa learning rate: mafunzo yanaweza kuwa ya haraka zaidi lakini yana hatari ya overfitting kiwango kinapoongezwa.

POST /run/wan-trainer/t2v-14b?wait=20 makadirio → $ 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-trainer/t2v-14b?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"

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 Wan-2.1 LoRA Trainer · T2V 14b

Hufunza LoRA ya modeli ya Wan 2.1 text-to-video 14B kutoka kwenye jalada la zip kwenye `training_data_url`, kwa hiari ikiwa na faili za maandishi ya maelezo. `number_of_steps` huanzia 100 hadi 20000 na `learning_rate` kutoka 1e-6 hadi 1. Tumia `trigger_phrase` kutaja dhana na `auto_scale_input` kuoanisha video na fremu 81 kwa 16fps. Hutoa uzito wa LoRA na faili ya usanidi.

Vigezo

JinaAina ChaguomsingiInaruhusiwa Maelezo
training_data_urlinahitajika
Ainastring
URL ya kumbukumbu ya ZIP ya mafunzo kwa picha zenye mtindo thabiti, ikiweza kujumuisha faili za maandishi ya manukuu zilizopewa majina yanayolingana na faili zao za picha au video. Lenga kujumuisha angalau picha 10, video, au mchanganyiko wa zote mbili, huku mikusanyiko mikubwa ikipendelewa.
number_of_stepssi lazima
Ainainteger
Chaguomsingi400
100 – 20,000
Jumla ya idadi ya hatua za mafunzo.
learning_ratesi lazima
Ainanumber
Chaguomsingi0.0002
0.000001 – 1
Mpangilio wa learning rate: mafunzo yanaweza kuwa ya haraka zaidi lakini yana hatari ya overfitting kiwango kinapoongezwa.
trigger_phrasesi lazima
Ainastring
Chaguomsingi
Kauli inayochochea modeli kutoa picha.
auto_scale_inputsi lazima
Ainaboolean
Chaguomsingifalse
Iwapo video ya ingizo irekebishwe kiotomatiki: true huweka urefu wake kuwa fremu 81 na kasi yake ya fremu kuwa 16 fps.
inahitajika

Tokeo

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "wan-trainer/t2v-14b",
  "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"
  }
}
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
lora_file
object {url, content_type, file_name, file_size}URL inayoelekeza kwenye uzito wa LoRA uliotolewa na mafunzo.
config_file
object {url, content_type, file_name, file_size}Usanidi wa kuanzisha endpoint za inference.

Miundo zaidi: Mafunzo

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/wan-trainer/t2v-14b.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt