Dža ko lil

FLUX.1 [dev] Fill with LoRAs

Integriruj

Modelosko id flux-lora-fill
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://vit.doitong.com/api/v1/run/flux-lora-fill?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "mask": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Kava mangipen: ≈$0.07 70 API krediti Phir les kate

Lel API klidin
Black Forest Labs Editime e kipesko #editing#lora

Fill-stilako inpainting e LoRAs, opcionalna referencaka ilustracijasa vaś maskime than thaj paste-back kontrolasa

Black Forest Labs · Kip

Tiro prvo rezultato si kate

Ker tele jekh mangipen thaj phir les tire API klidinosa. E rezultatur si kopirime amare arakhipneste, vično vaj 7 dives bilačhes.

Ker jekh mangipen

O kontrolura kerde si katar e schemaske. O kodo thaj e cena menjinen sar tu len menjines.

standardno

Prompto savo dromarel kipoqo generiripe.

•trubul image_url
Čhiv jekh fajl, vaj

Kipesko URL vaš fill operacija.

•trubul mask_url
Čhiv jekh fajl, vaj

Mask savi definirinel o region vaš inpainting.

image_size

Dimenzije kerde kiposke.

num_images standardno 1

Thov save kipa te keren; kadava choice si phandlo pe 1 kana o rezultato stream-kerdo.

Lučhe output_format · acceleration · num_inference_steps · guidance_scale · seed · enable_safety_checker · paste_back · resize_to_original · loras · fill_image
output_format standardno jpeg

Fajlo-formato e rezultato kipoqo.

acceleration standardno none

Kipesqo kerepesqi akceleracia. Alosar 'regular' vas balanso maškar speed thaj kvaliteta.

standardno 28

Gin inference steps pala te kerel.

standardno 30

Zor e promptoske pačajipaski vaś izbor e kiposko, sikavdi sar CFG (Classifier Free Guidance).

Semeno vaš pale-keriteľne kipura: jekh prompto thaj semeno den jekh kipo kana o modeloski verzia na paruvľa.

standardno []

LoRA-ja savenge jekhipen kerel o generime kipo, bi limitosko pe lengero gindo.

De fill inputo kipesko te thoves alosardo kipesko kontento andre maska.

POST /run/flux-lora-fill?wait=20 hesab → $0.07
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://vit.doitong.com/api/v1/run/flux-lora-fill?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "mask": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Phandel kava mangipen

Tiro kluč ačhel kadale browsereste: bičhalel pes numa ko Doitong API thaj šuvav pes (localStorage) numa te tiknes Remember. Le jekh API ključ

Palal FLUX.1 [dev] Fill with LoRAs

Pherel maskime than jekhe `image_url`-esko e `mask_url`-esa, opcionalna `prompt` thaj sajekh `loras`-enca. Jekh `fill_image` šaj te del sadržaj vaś o maskime regiono. `paste_back` arakhel e originaloske bizo-maskime than, thaj `resize_to_original` anel palpale e sursaki dimenzije. `guidance_scale` si 28 to 35, thaj irinel 1 to 4 ilustracije.

Parametra

Bičhalav vaj e kanonikano nav vaj e native nav, na duj. Kanonikane nava

NavTip standardnoMuklo Vakeripe
promptopcionalno
Tipstring
standardno
Prompto savo dromarel kipoqo generiripe.
image_sizeopcionalno
Tipobject
square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9
Dimenzije kerde kiposke.
num_inference_stepsopcionalno
Tipinteger
standardno28
1 – 50
Gin inference steps pala te kerel.
seedopcionalno
Tipinteger | null
Semeno vaš pale-keriteľne kipura: jekh prompto thaj semeno den jekh kipo kana o modeloski verzia na paruvľa.
lorasopcionalno
Tipobject[]
standardno[]
LoRA-ja savenge jekhipen kerel o generime kipo, bi limitosko pe lengero gindo.
loras[].pathtrubul
Tipstring
Lokacia e LoRA vazipnaski, specifikime sar URL vaj drom.
loras[].scaleopcionalno
Tipnumber
standardno1
0 – 4
Multiplikator dino e LoRA vazipnaske anglal mergipen ande o bazno modelo.
guidance_scaleopcionalno
Tipnumber
standardno30
28 – 35
Zor e promptoske pačajipaski vaś izbor e kiposko, sikavdi sar CFG (Classifier Free Guidance).
num_imagesopcionalno num_outputs
Tipinteger
standardno1
1 – 4
Thov save kipa te keren; kadava choice si phandlo pe 1 kana o rezultato stream-kerdo.
enable_safety_checkeropcionalno
Tipboolean
standardnotrue
Safety-checking savo thovel kale kipo thaneste sako unsafe kipo. True aktivarel checking; false deaktivuil la numa autorizirime kontonge, kana mangipena bi autorizacia si checking zorutno.
output_formatopcionalno
Tipenum
standardnojpeg
jpegpng
Fajlo-formato e rezultato kipoqo.
accelerationopcionalno
Tipenum
standardnonone
noneregular
Kipesqo kerepesqi akceleracia. Alosar 'regular' vas balanso maškar speed thaj kvaliteta.
image_urltrubul image
Tipurl · image
Kipesko URL vaš fill operacija.
mask_urltrubul mask
Tipurl · image
Mask savi definirinel o region vaš inpainting.
paste_backopcionalno
Tipboolean
standardnotrue
Restaure pixels andar originalo kipo ande rezultatoskere region-ja avri e inpaintime thanestar kana si aktivime.
fill_imageopcionalno
Tipobject
De fill inputo kipesko te thoves alosardo kipesko kontento andre maska.
fill_image.fill_image_urlopcionalno
Tipurl[] · image
Kipeskere URL-ja save phenena kontento savo thovel pes ande maskime regiono.
fill_image.in_context_fillopcionalno
Tipboolean
standardnofalse
Feder fill fidelity kana lel pes e base kipo sar contexto kana use-keres dino fill kipo.
fill_image.use_promptopcionalno
Tipboolean
standardnofalse
Kana si aktivirime, čhiv o prompto sar jekh plus inputo e keripnasqo paše e redux kiposa.
resize_to_originalopcionalno
Tipboolean
standardnofalse
Resize opcija savi rakhel e dino kipeskere exact dimenzije e lengere restore-keripasa palal processing.
trubul Kanonikano nav, vi akceptime

Fajloske parametra lel jekh publikano https:// URL, jekh data: URI dži 10 MB, vaj e file_url uploadoski. Fajlura

Rezultato

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "flux-lora-fill",
  "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": 70,
    "usd": "0.07",
    "charged": 70,
    "refunded": 0
  },
  "input": {
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "mask_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  },
  "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://vit.doitong.com/api/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://vit.doitong.com/api/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
Tire fajlura, tiro alosaripenSako outputs[].url si kopija amare arakhipneste: vično (čargeime per GB-mase) vaj 7 dives bilačhes, tiro kontoskere regulaciatar vaj ?storage=.
Sa jekh forma sako modeloθartype, url, content_type, width, height thaj duration, varesave imajinake, video thaj audio-ke. output si o modelosko korkoro resultosko objekto.
Outputoske fieldura
images
array of object {url, width, height, content_type}Fajloskere informacie vaš e kerde kipura.
timings
object
seed
integerKipo-generiripeqo seed, inkludirindoj o randomno kidlo valoro kana o inputo na sas seed; averčes, repetirisar o dindo valoro.
has_nsfw_concepts
array of booleanSikavel te si NSFW koncepto ande generirime kipo.
prompt
stringPrompto utilizuime ko kipoqo generiripe.

AI agentenge: kadija rig sar Markdown si kate https://doitong.com/rom/developers/models/flux-lora-fill.md. Sa e modelura thaj e gidura: https://doitong.com/developers/llms.txt