Ruka hadi kwenye maudhui

Lumina Image 2

Unganisha

Kitambulisho cha modeli lumina-image/v2
# 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/lumina-image/v2?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.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Ombi hili: $ 0.075 salio za API 75 Iendeshe kwenye ukurasa huu

Pata ufunguo wa API
Open model Maandishi hadi Picha #diffusion#typography#style

Modeli ya maandishi-kwa-picha inayolenga uchapaji, yenye kidokezo hasi, vidhibiti vya CFG na mipangilio 6 ya saizi

Open model · Picha

Tokeo lako la kwanza linaonekana hapa

Unda ombi hapa chini na uliendeshe kwa ufunguo wako wa API. Matokeo yanakiliwa kwenye hifadhi yetu, yakihifadhiwa milele au 7 siku bila malipo.

Unda ombi

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

•inahitajika

Kidokezo kinachoongoza uzalishaji wa picha.

image_size chaguomsingi landscape_4_3

Vipimo vya picha iliyozalishwa.

num_images chaguomsingi 1

Idadi ya picha iliyoombwa kwa uzalishaji.

Ya kina negative_prompt · system_prompt · output_format · guidance_scale · num_inference_steps · cfg_trunc_ratio · seed · cfg_normalization · enable_safety_checker
chaguomsingi

Kidokezo hasi kinachobainisha maelezo ya picha ya kuondoa, yakiwemo rangi, vitu, mandhari au vipengele vidogo. Mifano ni masharubu, ukungu au mwonekano wa chini.

chaguomsingi You are an assistant ...

Kidokezo cha mfumo kilichotolewa kwa modeli.

output_format chaguomsingi jpeg

Muundo wa faili wa picha inayotokana.

chaguomsingi 4

Nguvu ya kufuata kidokezo kwa uteuzi wa picha, iliyoonyeshwa kama CFG (Classifier Free Guidance).

chaguomsingi 30

Idadi ya hatua za inference zitakazoendeshwa.

chaguomsingi 1

Kiwango cha ufunikaji wa uongezaji wa mwongozo unaotegemea urekebishaji, kinachoonyeshwa kama sehemu ya muda wa hatua.

Seed ya picha zinazoweza kurudiwa: kidokezo na seed zinazofanana huzalisha picha inayofanana wakati toleo la modeli halijabadilika.

POST /run/lumina-image/v2?wait=20 makadirio → $ 0.075
# 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/lumina-image/v2?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.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 Lumina Image 2

Huzalisha picha kutokana na kidokezo cha maandishi kwa kutumia transformer ya diffusion yenye vigezo bilioni 2. Inaauni `negative_prompt`, `system_prompt`, `guidance_scale` kutoka 0 hadi 20 na `num_inference_steps` kutoka 1 hadi 50. Seti sita za `image_size` zinajumuisha maumbo ya mraba, picha wima na picha mlalo. Hadi picha 4 kwa ombi, tokeo likiwa jpeg au png, na `seed` hufanya matokeo yarudiwe.

Vigezo

Tuma jina rasmi au jina asilia, si yote mawili. Majina rasmi

JinaAina ChaguomsingiInaruhusiwa Maelezo
promptinahitajika
Ainastring
Kidokezo kinachoongoza uzalishaji wa picha.
image_sizesi lazima
Ainaobject
Chaguomsingilandscape_4_3
square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9
Vipimo vya picha iliyozalishwa.
negative_promptsi lazima
Ainastring
Chaguomsingi
Kidokezo hasi kinachobainisha maelezo ya picha ya kuondoa, yakiwemo rangi, vitu, mandhari au vipengele vidogo. Mifano ni masharubu, ukungu au mwonekano wa chini.
system_promptsi lazima
Ainastring
ChaguomsingiYou are an assistant designed to generate superior images with the superior degree of image-text alignment based on textual prompts or user prompts.
Kidokezo cha mfumo kilichotolewa kwa modeli.
seedsi lazima
Ainainteger | null
Seed ya picha zinazoweza kurudiwa: kidokezo na seed zinazofanana huzalisha picha inayofanana wakati toleo la modeli halijabadilika.
guidance_scalesi lazima
Ainanumber
Chaguomsingi4
0 – 20
Nguvu ya kufuata kidokezo kwa uteuzi wa picha, iliyoonyeshwa kama CFG (Classifier Free Guidance).
num_inference_stepssi lazima
Ainainteger
Chaguomsingi30
1 – 50
Idadi ya hatua za inference zitakazoendeshwa.
cfg_normalizationsi lazima
Ainaboolean
Chaguomsingitrue
Hudhibiti ikiwa uongezaji wa mwongozo unaotegemea urekebishaji unasemwa.
cfg_trunc_ratiosi lazima
Ainanumber
Chaguomsingi1
0 – 1
Kiwango cha ufunikaji wa uongezaji wa mwongozo unaotegemea urekebishaji, kinachoonyeshwa kama sehemu ya muda wa hatua.
num_imagessi lazima num_outputs
Ainainteger
Chaguomsingi1
1 – 4
Idadi ya picha iliyoombwa kwa uzalishaji.
enable_safety_checkersi lazima
Ainaboolean
Chaguomsingitrue
Swichi ya ukaguzi wa usalama ambayo hali yake ya kuzimwa inahitaji uidhinishaji wa akaunti. Bila uidhinishaji huo, kila ombi hukaguliwa bila kujali mpangilio; true huwezesha kikagua.
output_formatsi lazima
Ainaenum
Chaguomsingijpeg
jpegpng
Muundo wa faili wa picha inayotokana.
inahitajika Jina rasmi, pia linakubalika

Tokeo

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "lumina-image/v2",
  "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": 75,
    "usd": "0.075",
    "charged": 75,
    "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",
        "content_type": "image/jpeg",
        "file_name": "0-output.jpeg",
        "file_size": 1843200,
        "width": 1024,
        "height": 768
      }
    ],
    "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.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
images
array of object {url, content_type, file_name, file_size, width, height}Picha zilizozalishwa na modeli.
timings
object
seed
integerSeed ya uzalishaji wa picha, ikijumuisha thamani iliyochaguliwa bila mpangilio ikiwa ingizo halikutoa seed; vinginevyo, hurudia thamani iliyotolewa.
has_nsfw_concepts
array of booleanHuonyesha ikiwa dhana za NSFW zinaonekana katika picha zilizozalishwa.
prompt
stringKidokezo kinachotumika wakati wa uzalishaji wa picha.

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/lumina-image/v2.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt