Stable Diffusion with LoRAs · Inpaint
Integreiddio
lora/inpaint
# 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/lora/inpaint?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"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 $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/lora/inpaint?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/lora/inpaint", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/cy/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.com/v1/mcp \
--header "Authorization: Bearer $DOITONG_API_KEY"
# 2. Your agent calls the "run" tool with:
{
"model_id": "lora/inpaint",
"input": {
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}
}
Galwch y model Stable Diffusion with LoRAs · Inpaint (lora/inpaint) drwy Doitong API. Dogfennaeth ar gyfer asiantau: https://doitong.com/cy/developers/models/lora/inpaint.md
POST https://api.doitong.com/v1/run/lora/inpaint?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}
Os yw statws yr ymateb yn "queued" neu "running", holwch GET https://api.doitong.com/v1/requests/REQUEST_ID?wait=20 nes ei fod yn "succeeded"; mae'r ffeiliau yn outputs[].url. Mae POST https://api.doitong.com/v1/quote/lora/inpaint gyda'r un corff yn dychwelyd yr union bris cyn y rhediad.
Y cais hwn: ≈$0.184 184 o gredydau API Ei redeg ar y dudalen hon
Eich allwedd API newydd. Dim ond nawr y caiff ei ddangos ac mae eisoes yn y cod ac ym maes allwedd API isod. Cadwch ef yn gyfrinachol: peidiwch byth â’i roi mewn cod sy’n rhedeg mewn porwr.
Mae eich canlyniad cyntaf yn mynd yma
Adeiladwch gais isod a'i redeg gyda'ch allwedd API. Mae allbynnau'n cael eu copïo i'n storio, wedi'u cadw am byth neu am 7 diwrnod am ddim.
Adeiladu cais
Cynhyrchir rheolyddion o sgema'r model. Mae'r cod a'r pris yn diweddaru wrth i chi eu newid.
/run/lora/inpaint?wait=20
dyfynbris → $0.184
# 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/lora/inpaint?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"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 $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/lora/inpaint?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/lora/inpaint", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "run",
"arguments": {
"model_id": "lora/inpaint",
"input": {
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
},
"wait_seconds": 20
}
}
}
Rhedeg y cais hwn
Mae'ch allwedd yn aros yn y porwr hwn: caiff ei hanfon at Doitong API yn unig a'i chadw (localStorage) dim ond os ticiwch Cofio. Cael allwedd API
Ynglŷn â Stable Diffusion with LoRAs · Inpaint
Yn golygu rhannau o ddelwedd gan ddefnyddio `image_url` a `mask_url` du-a-gwyn gyda model Stable Diffusion wedi'i osod yn `model_name`. Mae `noise_strength` rhwng 0 ac 1. Yn cefnogi LoRAs cyfunedig, mewnosodiadau, ControlNets, addaswyr IP a sawl trefnydd, gyda chamau o 1 i 150. png neu jpeg yw'r allbwn.
Paramedrau
Anfonwch naill ai'r enw canonaidd neu'r enw brodorol, nid y ddau. Enwau canonaidd
model_namegofynnol
unet_namedewisol
variantdewisol
promptgofynnol
negative_promptdewisol
prompt_weightingdewisol
image_urldewisol
image
mask_urldewisol
mask
noise_strengthdewisol
lorasdewisol
loras[].pathgofynnol
loras[].scaledewisol
embeddingsdewisol
embeddings[].pathgofynnol
embeddings[].tokensdewisol
controlnetsdewisol
controlnets[].pathgofynnol
controlnets[].config_urldewisol
controlnets[].variantdewisol
controlnets[].image_urlgofynnol
controlnets[].mask_urldewisol
controlnets[].conditioning_scaledewisol
controlnets[].start_percentagedewisol
controlnets[].end_percentagedewisol
controlnets[].ip_adapter_indexdewisol
controlnet_guess_modedewisol
ip_adapterdewisol
ip_adapter[].ip_adapter_image_urlgofynnol
ip_adapter[].ip_adapter_mask_urldewisol
ip_adapter[].pathgofynnol
ip_adapter[].model_subfolderdewisol
ip_adapter[].weight_namedewisol
ip_adapter[].insight_face_model_pathdewisol
ip_adapter[].scaledewisol
ip_adapter[].scale_jsondewisol
ip_adapter[].unconditional_noising_factordewisol
ip_adapter[].image_projection_shortcutdewisol
image_encoder_pathdewisol
image_encoder_subfolderdewisol
image_encoder_weight_namedewisol
ic_light_model_urldewisol
ic_light_model_background_image_urldewisol
ic_light_image_urldewisol
seeddewisol
num_inference_stepsdewisol
guidance_scaledewisol
clip_skipdewisol
schedulerdewisol
timestepsdewisol
timesteps.methoddewisol
timesteps.arraydewisol
sigmasdewisol
sigmas.methoddewisol
sigmas.arraydewisol
prediction_typedewisol
rescale_betas_snr_zerodewisol
image_formatdewisol
num_imagesdewisol
num_outputs
enable_safety_checkerdewisol
tile_widthdewisol
tile_heightdewisol
tile_stride_widthdewisol
tile_stride_heightdewisol
etadewisol
debug_latentsdewisol
debug_per_pass_latentsdewisol
Mae paramedrau ffeil yn derbyn URL cyhoeddus https://, URI data: hyd at 10 MB, neu file_url uwchlwythiad. Ffeiliau
Allbwn
{
"id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
"object": "request",
"model": "lora/inpaint",
"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": 184,
"usd": "0.184",
"charged": 184,
"refunded": 0
},
"input": {
"model_name": "stabilityai/stable-diffusion-xl-base-1.0",
"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
}
],
"seed": 42,
"has_nsfw_concepts": [
false
],
"debug_latents": {
"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
},
"debug_per_pass_latents": {
"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": "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"
}
}
Meysydd yr allbwn
- images
- array of object {url, content_type, file_name, file_size, width, height}Gwybodaeth ffeil ar gyfer y delweddau a gynhyrchwyd.
- seed
- integerHadau cynhyrchu delweddau, gan gynnwys y gwerth a ddewiswyd ar hap os hepgorodd y mewnbwn hedyn; fel arall, mae'n ailadrodd y gwerth a ddarparwyd.
- has_nsfw_concepts
- array of booleanYn nodi a yw cysyniadau NSFW yn ymddangos yn y delweddau a gynhyrchir.
- debug_latents
- object {url, content_type, file_name, file_size} | nullData latent a storir ar gyfer dadfygio.
- debug_per_pass_latents
- object {url, content_type, file_name, file_size} | nullData latent fesul pas a storir ar gyfer dadfygio.
Amrywiadau Stable Diffusion with LoRAs eraill
Mwy o fodelau: Golygu Delweddau
Ar gyfer asiantau AI: mae'r dudalen hon fel Markdown ar gael yn https://doitong.com/cy/developers/models/lora/inpaint.md. Pob model a chanllaw: https://doitong.com/developers/llms.txt






