ᡤᡝᠯᡳ ᡩᡝ ᠵᡠᠸᡝᠨ

Illusion Diffusion

ᠵᡠᠸᡝᠪᡠᠮᠪᡳ

ᠮᠣᡩᡝᠯ id illusion-diffusion
# 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/illusion-diffusion?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",
    "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"

ᡝᠨᡳ ᠵᠠᠯᡳᠨ: ≈$0.022 22 API ᠺᠷᡝᡩᡳᠲ ᡝᡵᡝ ᠵᠠᠯᡳᠨᡩᡝ ᠠᠰᡠᠮᠪᡳ

API ᡩᠠᠮᡠᠨ ᡤᠠᠯᠠ
Open model ᡥᡡᠯᠠᠨ ᡩᡝ ᡤᠠᠳᠠᠨ #composition#stylized

ControlNet ᡳ ᠵᠠᠯᡳᠨ ᡶᠠᠯᡤᠠᠨ ᡳ ᠵᠠᠯᡳᠨ ᡩᡝ ᡥᡡᠯᡝᠨ ᡳ ᠵᠠᠯᡳᠨ ᠪᡝ ᡩᠠᠯᡵᡳᠨ ᠠᠯᡳ ᡤᠠᠷᡤᠠᠮᠪᡳ

Open model · ᡤᠠᠳᠠᠨ

ᡳᠨᡝ ᡝᠮᡠᠨᡳᠩᡤᡝ ᡝᡵᡝᠮᡝ ᡩᡝ

ᡝᡵᡝ ᠵᡠᠯᡝᠨ ᡩᡝ ᡤᡝᡪᡳᠯᡝᠨ ᠪᠠᠶᠠᠨᠠᠮᡝ ᠠᠮᡪᠠᠯᠠ ᡶᡳᠯᡝᠮᡝ ᠪᡝᠶᡝᠮᡝ᠃ API ᠵᡳᡵᡤᠠᡳ ᡤᠠᡳᡥᠠᡩᡝ ᡤᡝᡪᡳᠯᡝᠨ ᠵᠠᠯᠠᠨᠠᠮᡝ ᠪᡠᠶᡝᠮᡝ ᠮᡠᠰᡝᡳ ᠰᡠᠯᡠᠨᡩᡝ ᠪᠠᠶᠠᠨᠠᠮᡝ᠂ ᠝ᠮᡤᡳ ᠮᡠᠰᡝ ᠠᠶᠠᠨ 7 ᡥᠠᠨ ᠰᠠᡳᠨᠠᠮᡝ᠃

ᡤᡳᠰᡠᠨ ᠪᡠᠶᡝᠮᡝ

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

•ᡴᠠᠷᠠᡴᡡ

ᠪᡠᠶᡝᠮᡝ ᠪᠠᡳᠨᠠᡵᠠ ᡤᠠᠳᠠᠨ ᠪᡝ ᠯᡝᠣᠯᡝᡵᡝ᠈ ᡠᠵᡳ ᠪᠠᡥᠠᡵᠠᠩᡤᡝ ᠪᡝ ᠪᠠᡥᠠᡵᡝ ᠰᡝᠮᡝ ᠮᡠᡨᡝᡵᡝ ᡨᡝᠨᡳ ᡤᡝᡨᡠᡴᡝᠨ ᡶᡳᠰᡳᡥᡳᡵᡝ᠈

•ᡴᠠᠷᠠᡴᡡ image_url
ᠪᡠᠮᠪᡳ ᡝᠮᡠ ᡩᠠᡵᠠᠮᡝ

ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝ ᡤᠠᠳᠠᠨ URL.

image_size ᠵᡠᠯᡝ square_hd

ᠪᡠᠶᡝᠮᡝᠩᡤᡝ ᡤᠠᠳᠠᠨ ᡳ ᠵᠠᠯᠠᠨ;ᠵᡠᠯᡝ ᠴᡳ ᠠᠮᠠᠯᠠᠨ ᠪᡠᠮᠪᡳ。ᠵᡠᠰᡠ ᠵᠠᠯᠠᠨ 8 ᡩᡝ ᠪᡠᠰᡠ ᠪᡳᠮᡝ ᠪᡳ。

ᠵᡠᠯᡤᡝ ᠵᡝᡵᡤᡳ negative_prompt · scheduler · guidance_scale · controlnet_conditioning_scale · control_guidance_start · control_guidance_end · num_inference_steps · seed · enable_safety_checker
ᠵᡠᠯᡝ

ᡤᠠᠳᠠᠨ ᡳ ᡶᡳᠶᡝᠨ ᡩᡝ ᡥᡝᡥᡝᡵᡝ ᠠᡴᡡ ᠪᠠᡳᡨᠠ ᠪᡝ ᡨᠣᡴᡨᠣᠪᡠᡵᡝ ᠸᠠᡴᠠ ᡥᡡᠯᠠᠨ᠈ ᠪᠣᠴᠣ᠈ ᠵᠠᡴᠠ᠈ ᠠᠯᡳᠨ ᠪᡳᡵᠠ ᡝᠪᡝᡵᡝᡴᡝ ᠪᠠᡳᡨᠠ ᠪᡝ ᡥᡝᡥᡝᡵᡝᠮᡝ ᠮᡠᡨᡝᠮᠪᡳ᠉ ᡴᡝᠮᡠᠨ ᠪᡝ ᡩᡠᠪᡠᠯᡝᠴᡳ ᠰᡝᠯᡶᡝᡥᡝ ᡶᡠᠨᡳᠶᡝᡥᡝ᠈ ᡶᠠᡴᠴᠠᡵᠠ ᠪᠠᡳᡨᠠ᠈ ᡝᠪᡝᡵᡝᡴᡝ ᠵᠠᠯᠠᠨ ᠪᡝ ᡤᡝᡨᡠᡴᡝᠯᡝᠮᠪᡳ᠉

scheduler ᠵᡠᠯᡝ Euler

ᡤᠠᠳᠠᠨ ᠪᡝ ᠰᡠᠯᡤᡳᠶᡝᠨ ᡩᡝ ᠠᠪᡠᠮᡝ ᠪᡳ᠉

ᠵᡠᠯᡝ 7.5

ᡥᡡᠯᠠᠨ ᡩᡝ ᠵᠠᡴᡠᠨ ᠵᡠᠯᡝᠮᡝ ᠤᠯᠠᡥᠠᠨ, CFG (Classifier Free Guidance) ᡩᡝ ᠵᡠᠯᡝᠮᡝ.

ᠵᡠᠯᡝ 1

ControlNet ᠪᡝ ᠵᠠᠯᠠᠨ ᠪᡳ᠉

ᠵᡠᠯᡝ 0
ᠵᡠᠯᡝ 1
ᠵᡠᠯᡝ 40

Stable Diffusion ᠪᡠᠶᡝᠮᡝᠨ ᠵᠠᠯᠠᠨ ᠠᠮᠠ ᠪᡝ ᠵᠠᠰᠠᠮᡝ ᠪᡳ᠉

ᠪᡠᠶᡝᠮᡝᠨᡳ ᠰᡝᠨᡩᡝᠨᡳ ᠵᠠᠯᡳᠨ; ᡳᠨᡠ ᠪᡳᠰᡳᡵᡝᠨ ᠪᡝ ᠵᠠᠯᡳᠨᠠᠮᠪᡳ᠉

POST /run/illusion-diffusion?wait=20 ᠵᠠᠯᡳᠨ → $0.022
# 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/illusion-diffusion?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",
    "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"

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

Illusion Diffusion ᡠᡵᡝᠮᡝ

ᡝᠨᡝ ᡤᡳᠰᡠᡵᡝᠨ `image_url` ᠪᡝ `prompt` ᡳ ᠠᡩᠠᠯᡳ ᠠᡵᠠᡵᠠ ᠵᡠᠰᡝᠨ ᠪᡝ ᡩᠠᠪᠠᠯᠠᠮᠪᡳ, ᠸᠠᠰᡳᡥᡡᠨ ᠨᡳᠶᠠᠯᠮᠠ ᡳ ᠪᠠᠨᠵᡳᡥᠠ ᠵᡠᠰᡝᠨ ᠰᡳᠨᡩᠠᡥᠠ ᠵᡠᠰᡝᠨ ᠵᡠᠸᡝᠨ ᠪᡝ ᠵᡠᠸᡝᠪᡳᠮᠪᡳ, ᠸᠠᠰᡳᡥᡡᠨ ᠠᠮᠠᡵᡤᠠ ᠵᡠᠰᡝᠨ ᡳ ᠠᠮᠪᠠ ᡩᠠᡵᠠᠨ ᠵᡠᠰᡝᠨ ᡩᡝ ᠠᠮᠠᠯᠠ ᠰᡳᠨᡩᠠᠮᠪᡳ. `controlnet_conditioning_scale`, `control_guidance_start` ᠪᡝ `control_guidance_end` ᡩᠠᠮᠪᡳ ᡩᡝ ᠠᠮᠪᠠ ᡥᠠᠴᡳᠨ ᠵᡠᠰᡝᠨ ᡳ ᠵᡠᠸᡝᠨ ᡩᡝ ᠵᡠᠯᡤᠠᠨ ᠰᠠᡵᠠᠮᠪᡳ. ᡝᠮᡠ ᠮᡠᡵᡝ `negative_prompt`, 0 ᡩᡝᡵᡳ 50 ᡩᡝ ᠣᠴᡳ `guidance_scale`, 0 ᡩᡝᡵᡳ 80 ᡳ ᡳᠯᡤᠠᠨ ᠵᡠᠰᡝᠨ ᡳ ᠵᡠᠯᡤᠠᠨ ᠵᠠᡵᡤᠠᠨ, ᠮᡠᠠᠯᠠᠨ Euler ᠠᠯᡳ DPM++ Karras SDE scheduler ᠪᡝ ᠠᡵᠠᡵᠠᠮᠪᡳ.

ᠵᠠᡴᡠᠨ

ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ ᠵᡝᠯᡤᡳ ᠠᠪᠠᠮᠪᡳ᠈ ᠨᡝᠮᡝ ᠮᡠᠰᡝ ᡠᠯᠠᠮᠪᡳ ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ

ᠵᡝᡵᡤᡳᡠᠯᠠᠮᡝ ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝᠠᠪᠠᠮᡝ ᠵᠠᠪᡠᠨ ᠵᠠᠯᠠᠨᡳ ᡤᡳᠰᡠᠨ
image_urlᡴᠠᠷᠠᡴᡡ image
ᡠᠯᠠᠮᡝurl · image
ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝ ᡤᠠᠳᠠᠨ URL.
promptᡴᠠᠷᠠᡴᡡ
ᡠᠯᠠᠮᡝstring
ᠪᡠᠶᡝᠮᡝ ᠪᠠᡳᠨᠠᡵᠠ ᡤᠠᠳᠠᠨ ᠪᡝ ᠯᡝᠣᠯᡝᡵᡝ᠈ ᡠᠵᡳ ᠪᠠᡥᠠᡵᠠᠩᡤᡝ ᠪᡝ ᠪᠠᡥᠠᡵᡝ ᠰᡝᠮᡝ ᠮᡠᡨᡝᡵᡝ ᡨᡝᠨᡳ ᡤᡝᡨᡠᡴᡝᠨ ᡶᡳᠰᡳᡥᡳᡵᡝ᠈
negative_promptᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝstring
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ
ᡤᠠᠳᠠᠨ ᡳ ᡶᡳᠶᡝᠨ ᡩᡝ ᡥᡝᡥᡝᡵᡝ ᠠᡴᡡ ᠪᠠᡳᡨᠠ ᠪᡝ ᡨᠣᡴᡨᠣᠪᡠᡵᡝ ᠸᠠᡴᠠ ᡥᡡᠯᠠᠨ᠈ ᠪᠣᠴᠣ᠈ ᠵᠠᡴᠠ᠈ ᠠᠯᡳᠨ ᠪᡳᡵᠠ ᡝᠪᡝᡵᡝᡴᡝ ᠪᠠᡳᡨᠠ ᠪᡝ ᡥᡝᡥᡝᡵᡝᠮᡝ ᠮᡠᡨᡝᠮᠪᡳ᠉ ᡴᡝᠮᡠᠨ ᠪᡝ ᡩᡠᠪᡠᠯᡝᠴᡳ ᠰᡝᠯᡶᡝᡥᡝ ᡶᡠᠨᡳᠶᡝᡥᡝ᠈ ᡶᠠᡴᠴᠠᡵᠠ ᠪᠠᡳᡨᠠ᠈ ᡝᠪᡝᡵᡝᡴᡝ ᠵᠠᠯᠠᠨ ᠪᡝ ᡤᡝᡨᡠᡴᡝᠯᡝᠮᠪᡳ᠉
guidance_scaleᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ7.5
≤ 50> 0
ᡥᡡᠯᠠᠨ ᡩᡝ ᠵᠠᡴᡠᠨ ᠵᡠᠯᡝᠮᡝ ᠤᠯᠠᡥᠠᠨ, CFG (Classifier Free Guidance) ᡩᡝ ᠵᡠᠯᡝᠮᡝ.
controlnet_conditioning_scaleᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ1
ControlNet ᠪᡝ ᠵᠠᠯᠠᠨ ᠪᡳ᠉
control_guidance_startᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ0
0 – 1
control_guidance_endᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ1
0 – 1
seedᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger | null
ᠪᡠᠶᡝᠮᡝᠨᡳ ᠰᡝᠨᡩᡝᠨᡳ ᠵᠠᠯᡳᠨ; ᡳᠨᡠ ᠪᡳᠰᡳᡵᡝᠨ ᠪᡝ ᠵᠠᠯᡳᠨᠠᠮᠪᡳ᠉
schedulerᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝEuler
DPM++ Karras SDEEuler
ᡤᠠᠳᠠᠨ ᠪᡝ ᠰᡠᠯᡤᡳᠶᡝᠨ ᡩᡝ ᠠᠪᡠᠮᡝ ᠪᡳ᠉
num_inference_stepsᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ40
0 – 80
Stable Diffusion ᠪᡠᠶᡝᠮᡝᠨ ᠵᠠᠯᠠᠨ ᠠᠮᠠ ᠪᡝ ᠵᠠᠰᠠᠮᡝ ᠪᡳ᠉
image_sizeᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝobject
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝsquare_hd
square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9
ᠪᡠᠶᡝᠮᡝᠩᡤᡝ ᡤᠠᠳᠠᠨ ᡳ ᠵᠠᠯᠠᠨ;ᠵᡠᠯᡝ ᠴᡳ ᠠᠮᠠᠯᠠᠨ ᠪᡠᠮᠪᡳ。ᠵᡠᠰᡠ ᠵᠠᠯᠠᠨ 8 ᡩᡝ ᠪᡠᠰᡠ ᠪᡳᠮᡝ ᠪᡳ。
enable_safety_checkerᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝtrue
ᠠᠰᡠᡵᠠᠮᡝ ᠠᠨᡩᠠ ᠪᡳᠮᡝ ᠰᠠᡳᠨ᠈ ᠵᡠᠴᡝᠨ ᠵᡠᠰᡝ ᠠᠰᡠᡵᠠᠮᡝ᠉
ᡴᠠᠷᠠᡴᡡ ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ᠈ ᠮᡠᠰᡝ ᡝᠮᡠ ᠠᠪᠠᠮᠪᡳ

ᠪᡠᠮᠪᡳᠯᡝᠰᡝ ᡝᠮᡠ ᡤᡝᠮᡠᠨᡳ https:// URL᠈ 10 MB ᡩᡝ ᡩᡝᠷᡤᡳ data: URI ᠵᡝᡵᡤᡳ ᡝᠮᡝ᠈ ᡳᠨᡝ ᠪᡠᠮᠪᡳᠯᡝᠰᡝᠨᡳ file_url ᠠᠪᠠᠮᠪᡳ ᠪᡠᠮᠪᡳ

ᠪᡠᠶᡝᠮᡝ

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "illusion-diffusion",
  "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": 22,
    "usd": "0.022",
    "charged": 22,
    "refunded": 0
  },
  "input": {
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field"
  },
  "output": {
    "image": {
      "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
  },
  "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"
  }
}
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
image
object {url, content_type, file_name, file_size, width, height}ᠠᡵᠠᡥᠠ ᡤᠠᠳᠠᠨ ᡳ ᡶᡳᠯᡝ ᡳ ᠮᡝᡩᡝ᠈
seed
integerᠪᡠᠶᡝᠮᡝᠨᡳ ᠰᡝᠨᡩᡝᠨᡳ ᠵᠠᠯᡳᠨ; ᡳᠨᡠ ᠪᡳᠰᡳᡵᡝᠨ ᠪᡝ ᠵᠠᠯᡳᠨᠠᠮᠪᡳ᠉

AI ᠠᡤᡝᠨᡨᡳ ᡠᠴᡠᠷᡳ᠈ ᡝᡵᡝ ᡩᡝᠪᡝᡵᡳ Markdown ᠰᡳᠨᡩᠠᡵᡳ https://doitong.com/mnc/developers/models/illusion-diffusion.md. ᡝᡵᡝ ᠮᠣᡩᡝᠯ ᠵᠠᡴᡠᠨ ᠰᡠᠯᡠᠮᡝ https://doitong.com/developers/llms.txt