ᡤᡝᠯᡳ ᡩᡝ ᠵᡠᠸᡝᠨ

LTX 2.3 Trainer (V2) - Audio-to-Audio

ᠵᡠᠸᡝᠪᡠᠮᠪᡳ

ᠮᠣᡩᡝᠯ id ltx23-trainer-v2/a2a
# 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/ltx23-trainer-v2/a2a?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"

ᡝᠨᡳ ᠵᠠᠯᡳᠨ: $4.60 4,600 API ᠺᠷᡝᡩᡳᠲ ᡝᡵᡝ ᠵᠠᠯᡳᠨᡩᡝ ᠠᠰᡠᠮᠪᡳ

API ᡩᠠᠮᡠᠨ ᡤᠠᠯᠠ
Lightricks ᠰᠠᠮᠠᠨ 1–60 ᠰ

LTX 2.3 LoRA ᡝᠮᡠ ᠵᡠᠯᡤᠠᠨ ᡤᡝᠪᠰᡠᠨ ᠠᡳᠰᡳ ᠵᡠᠯᡤᠠᠨ ᡤᡝᠪᠰᡠᠨ ᡩᡝ ᠠᠮᡤᠠᠨ ᡩᡝᠯᡳᠨ ᠠᠮᡠ ᠵᠠᠯᡳᠨ ᡩᡝ ᠵᡠᠯᡤᠠᠨ ᡤᡝᠪᠰᡠᠨ ᡩᡝ ᠮᠠᠩᡤᡳ ᠵᡠᠯᡤᠠᠨ ᡤᡝᠪᠰᡠᠨ ᡩᡝ ᠪᡝᠶᡝᠯᡝᠮᠪᡳ

Lightricks · ᡶᡳᠯᡝ

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

resolution ᠵᡠᠯᡝ medium

ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᠠᠯᠠᠨ. ᠵᠠᠯᠠᠨ ᡳ ᠠᠯᡳᠮᡝ ᡳ ᠮᡝᠮᡝᠨᡳ ᡩᠠᠯᡳᠮᡝ.

aspect_ratio ᠵᡠᠯᡝ 1:1

ᡩᠠᠯᡳᠮᡝ ᡳ ᡳᠯᡤᠠᠨ ᡳ ᡵᠠᠰᡠ.

•ᡴᠠᠷᠠᡴᡡ

ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ `.zip`, ᡳ ᡩᠠᠯᡳᠮᡝ ᡳ ᡩᠠᠯᡳᠮᡝ ᡩᠠᠯᡳᠮᡝ. ᡶᡳᠯᡝ ᡳ ᠵᡠᠯᡤᠠᠨ `.txt` ᡳ ᠮᠠᠩᡤᠠ.

ᠵᡠᠯᡝ 2000

ᡩᠠᠯᡳᠮᡝ ᡳ ᡩᠠᠯᡵᡝ ᡳ ᡩᡠᠮᡝ.

ᠵᡠᠯᡤᡝ ᠵᡝᡵᡤᡳ validation_negative_prompt · rank · validation_resolution · validation_aspect_ratio · trigger_phrase · learning_rate · number_of_frames · frame_rate · split_input_duration_threshold · audio_duration_seconds · validation_number_of_frames · validation_frame_rate · stg_scale · auto_scale_input · split_input_into_scenes · debug_dataset · audio_normalize · audio_preserve_pitch · validation
ᠵᡠᠯᡝ blurry, out of focus,...

ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᠠᠯᡳᠮᡝ ᡳ ᠨᠠᡩᠠᠨ ᡥᡡᠯᠠᠨ. ᡝᠮᡠ ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ ᡳ ᠪᡠᠶᡝᠮᡝ ᡩ᠝ ᡩᠠᠯᡳᠮᡝ, ᡳᠨᡠ ᡵᠠᠰᡠ ᠠᠮᠠ ᡶᡠᠯᡤᠠᠨ ᡳ ᠠᠯᡳᠨ.

rank ᠵᡠᠯᡝ 32

LoRA ᡳ ᡝᡵᡝᠮᡝ ᡳ ᡩᠠᠯᡳᠮᡝ ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ.

validation_resolution ᠵᡠᠯᡝ high

ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᠣᠮᡝ ᡳ ᠵᠠᠯᠠᠨ.

validation_aspect_ratio ᠵᡠᠯᡝ 1:1

ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᠣᠮᡝ ᡳ ᡳᠯᡤᠠᠨ ᡳ ᡵᠠᠰᡠ.

ᠵᡠᠯᡝ

LoRA ᡳ ᡥᡡᠯᠠᠨ ᡳ ᠮᠠᠩᡤᠠ ᠵᡠᠰᡝᠨ.

ᠵᡠᠯᡝ 0.0002

ᡩᠠᠯᡳᠮᡝ ᡳ ᠰᡠᠯᡤᠠᠨ ᡳ ᡵᠠᠰᡠ.

ᠵᡠᠯᡝ 89

ᡩᠠᠯᡳᠮᡝ ᡳ ᡳᠯᡝᠨ ᡳ ᡶᡳᠯᡝᠮᡝ ᡳ ᡩᡠᠮᡝ. 8 ᡩᡝ ᡩᠠᠯᡳᠮᡝ ᡳ ᡶᡠᠯᡤᠠᠨ 1 ᠣᠮᡝ; 1, 9, 17, 25, 33, 41, 49, 57, 65, 73, 81, 89, 97.

ᠵᡠᠯᡝ 24

ᡩᠠᠯᡳᠮᡝ ᡳ ᠰᡠᠨᡤᠠ ᡳ ᡶᡳᠯᡝᠮᡝ ᡳ ᠰᡝᠮᡝᠨ. LTX-2.3 ᡳ ᡝᠯᡝᠮᡝ 24.

ᠵᡠᠯᡝ 30

ᠵᡠᠯᡤᠠᠨ ᡳ ᡶᡠᠯᡤᠠᠨ ᡳ ᠵᡠᠸᠠᠨ, ᠰᡝᡴᡠᠨᡩ ᡳ ᠰᡝᠮᡝᠨ: ᡝᠯᡝᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ ᡩᡝ ᡶᡠᠯᡤᠠᠨ.

ᠵᡠᠯᡝ 5

ᡤᡳᠰᡠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ ᠪᠠᠨᡳ, ᠰᡝᡴᡠᠨᡩ ᡩᡝ ᡶᡳᠯᡝᠮᡝ ᠠᡴᡡ ᠣᠮᡝ ᡩᡝ ᠠᠯᡳᠨ. ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ ᠪᡠᠨᡳᠠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ.

ᠵᡠᠯᡝ 89

ᡩᠠᠯᡳᠮᡝ ᡳ ᡶᡳᠯᡝᠮᡝ ᡳ ᡩᡠᠮᡝ.

ᠵᡠᠯᡝ 24

ᡩᠠᠯᡳᠮᡝ ᡳ ᠰᡠᠨᡤᠠ ᡳ ᠰᡝᠮᡝᠨ; LTX-2.3 ᡳ ᡝᠯᡝᠮᡝ 24.

ᠵᡠᠯᡝ 1

Spatio-Temporal Guidance (STG) ᡳ ᠵᠠᠯᠠᠨ, 1.0 ᡳ ᡩᠠᠯᡳᠮᡝ, 0.0 ᡳ STG ᡳ ᠠᡴᡡ.

ᠵᡠᠯᡝ []

ᡩᠠᠯᡳᠮᡝ ᡳ ᡥᡡᠯᠠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝ ᡳ ᡤᡳᠰᡠᠨ ᡳ ᠮᠠᠩᡤᠠ.

POST /run/ltx23-trainer-v2/a2a?wait=20 ᠵᠠᠯᡳᠨ → $4.60
# 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/ltx23-trainer-v2/a2a?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"

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

LTX 2.3 Trainer (V2) - Audio-to-Audio ᡠᡵᡝᠮᡝ

`training_data_url` ᡩᡝ ᠪᡳᠰᡳᡵᡝ `.zip` ᡳ ᠵᡠᠯᡤᠠᠨ ᡤᡝᠪᠰᡠᠨ ᡳ ᠵᡠᠯᡤᠠᠨ ᡤᡝᠪᠰᡠᠨ ᡩᡝ ᠠᠮᡤᠠᠨ ᡩᡝᠯᡳᠨ ᠠᡳᠰᡳ ᠠᠮᡤᠠᠨ ᡩᡝᠯᡳᠨ ᡩᡝ ᠪᠠᠨᠵᡳᠮᠪᡳ᠉ `rank` ᠣᠴᡳ 8 ᠠᠴᠠ 128᠂ `number_of_steps` 100 ᠠᠴᠠ 10000᠂ ᡠᠯᡥᡳ `audio_duration_seconds` 0.5 ᠠᠴᠠ 60 ᠣᠮᠪᡳ᠉ ᠵᡠᠯᡤᠠᠨ ᡥᠠᠯᠠᠮᡝ ᠰᡠᠯᡝᠮᡝ ᠪᡝ ᡩᡝ ᠠᠯᡳᠨ ᡩᡝ ᠵᡠᠯᡤᠠᠨ ᠵᡠᠯᡤᠠᠨ ᠪᡳᠯᡝᠮᠪᡳ᠂ ᡩᡝᠮᡝ ᠰᡠᠯᡝᠮᡝ ᠪᡳᠯᡝᠮᡝ ᠪᡳᠰᡳᡵᡝ ᠵᡠᠯᡤᠠᠨ ᡤᡝᠪᠰᡠᠨ ᠵᠠᠯᡳᠨ᠉ LoRA ᡳ ᠵᡠᠯᡤᠠᠨ ᡩᡝᠯᡳᠨ ᡠᠯᡥᡳ ᠪᡳᠯᡝᠮᠪᡳ ᠵᡠᠸᡝ ᠵᡝᠪᡝ ᠪᠠᠨᠵᡳᠮᠪᡳ᠉

ᠵᠠᡴᡠᠨ

ᠵᡝᡵᡤᡳᡠᠯᠠᠮᡝ ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝᠠᠪᠠᠮᡝ ᠵᠠᠪᡠᠨ ᠵᠠᠯᠠᠨᡳ ᡤᡳᠰᡠᠨ
training_data_urlᡴᠠᠷᠠᡴᡡ
ᡠᠯᠠᠮᡝstring
ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ `.zip`, ᡳ ᡩᠠᠯᡳᠮᡝ ᡳ ᡩᠠᠯᡳᠮᡝ ᡩᠠᠯᡳᠮᡝ. ᡶᡳᠯᡝ ᡳ ᠵᡠᠯᡤᠠᠨ `.txt` ᡳ ᠮᠠᠩᡤᠠ.
rankᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ32
8163264128
LoRA ᡳ ᡝᡵᡝᠮᡝ ᡳ ᡩᠠᠯᡳᠮᡝ ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ.
number_of_stepsᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ2000
100 – 10,000
ᡩᠠᠯᡳᠮᡝ ᡳ ᡩᠠᠯᡵᡝ ᡳ ᡩᡠᠮᡝ.
learning_rateᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ0.0002
0.000001 – 1
ᡩᠠᠯᡳᠮᡝ ᡳ ᠰᡠᠯᡤᠠᠨ ᡳ ᡵᠠᠰᡠ.
number_of_framesᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ89
9 – 121
ᡩᠠᠯᡳᠮᡝ ᡳ ᡳᠯᡝᠨ ᡳ ᡶᡳᠯᡝᠮᡝ ᡳ ᡩᡠᠮᡝ. 8 ᡩᡝ ᡩᠠᠯᡳᠮᡝ ᡳ ᡶᡠᠯᡤᠠᠨ 1 ᠣᠮᡝ; 1, 9, 17, 25, 33, 41, 49, 57, 65, 73, 81, 89, 97.
frame_rateᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ24
8 – 60
ᡩᠠᠯᡳᠮᡝ ᡳ ᠰᡠᠨᡤᠠ ᡳ ᡶᡳᠯᡝᠮᡝ ᡳ ᠰᡝᠮᡝᠨ. LTX-2.3 ᡳ ᡝᠯᡝᠮᡝ 24.
resolutionᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝmedium
lowmediumhigh
ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᠠᠯᠠᠨ. ᠵᠠᠯᠠᠨ ᡳ ᠠᠯᡳᠮᡝ ᡳ ᠮᡝᠮᡝᠨᡳ ᡩᠠᠯᡳᠮᡝ.
aspect_ratioᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ1:1
16:91:19:16
ᡩᠠᠯᡳᠮᡝ ᡳ ᡳᠯᡤᠠᠨ ᡳ ᡵᠠᠰᡠ.
trigger_phraseᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝstring
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ
LoRA ᡳ ᡥᡡᠯᠠᠨ ᡳ ᠮᠠᠩᡤᠠ ᠵᡠᠰᡝᠨ.
auto_scale_inputᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝfalse
ᠰᡠᠨᡤᠠ ᡳ FPS ᠠᠮᠠ ᡶᡳᠯᡝᠮᡝ ᡳ ᡩᡠᠮᡝ ᡩᡝ ᡝᡵᡝᠮᡝ ᠠᠯᡳᠮᡝ; ᡤᠠᠳᠠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ ᠠᡴᡡ.
split_input_into_scenesᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝfalse
ᠵᡠᠯᡤᠠᠨ ᡳ ᡶᡠᠯᡤᠠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ; a2a ᡩᡝ ᠠᡴᡡ. a2a ᡩᡝ ᠠᡴᡡ ᠣᠮᡝ, ᡝᡵᡝᠮᡝ ᡳ ᡶᡠᠯᡤᠠᠨ ᠵᡠᠯᡤᠠᠨ.
split_input_duration_thresholdᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ30
1 – 60
ᠵᡠᠯᡤᠠᠨ ᡳ ᡶᡠᠯᡤᠠᠨ ᡳ ᠵᡠᠸᠠᠨ, ᠰᡝᡴᡠᠨᡩ ᡳ ᠰᡝᠮᡝᠨ: ᡝᠯᡝᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ ᡩᡝ ᡶᡠᠯᡤᠠᠨ.
debug_datasetᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝfalse
ᡩᠠᠯᡳᠮᡝ ᡳ ᡩᠠᠯᡳᠮᡝ ᡳ ᡤᠠᠳᠠᠨ, ᠰᡠᠨᡤᠠ, ᡥᡡᠯᠠᠨ ᡳ ᡳᠯᡝᠮᡝ ᡩᡝ ᠰᠠᠨᠠ. ᠵᡠᠰᡳᠯᡝᠮᡝ ᡳ ᡶᡳᠯᡝ ᡳ ᡩᠠᠯᡳᠮᡝ ᠵᡠᠯᡤᠠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᡩᠠᠯᡳᠮᡝ ᠪᡠᠶᡝᠮᡝ.
audio_normalizeᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝtrue
ᡤᡳᠰᡠᠨ ᡳ ᡤᠠᠯᠠ ᡳ ᡩᠠᠯᡳᠮᡝ ᠵᠠᠯᠠᠨ.
audio_preserve_pitchᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝtrue
ᡤᡳᠰᡠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ ᡳ ᡩᠠᠯᡳᠮᡝ, ᡶᡠᠯᡤᠠᠨ ᠠᠮᠠ ᡳᠯᡳᠮᡝ ᠠᡴᡡ.
audio_duration_secondsᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ5
0.5 – 60
ᡤᡳᠰᡠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ ᠪᠠᠨᡳ, ᠰᡝᡴᡠᠨᡩ ᡩᡝ ᡶᡳᠯᡝᠮᡝ ᠠᡴᡡ ᠣᠮᡝ ᡩᡝ ᠠᠯᡳᠨ. ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ ᠪᡠᠨᡳᠠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ.
validationᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝobject[]
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ[]
≤ 2 ᡴᡝᠮᡠᠨ
ᡩᠠᠯᡳᠮᡝ ᡳ ᡥᡡᠯᠠᠨ ᡳ ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝ ᡳ ᡤᡳᠰᡠᠨ ᡳ ᠮᠠᠩᡤᠠ.
validation[].promptᡴᠠᠷᠠᡴᡡ
ᡠᠯᠠᠮᡝstring
ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᠣᠮᡝ ᡥᡡᠯᠠᠨ.
validation[].reference_audio_urlᡴᠠᠷᠠᡴᡡ
ᡠᠯᠠᠮᡝurl · audio
≥ 1 characters
ᡤᡳᠰᡠᠨ ᡳ ᠮᠠᠩᡤᠠ URL, ᡤᡳᠰᡠᠨ ᡳ ᠪᡠᠶᡝᠮᡝ ᡩᡝ ᡝᡵᡝᠮᡝ.
validation_negative_promptᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝstring
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝblurry, out of focus, overexposed, underexposed, low contrast, washed out colors, excessive noise, grainy texture, poor lighting, flickering, motion blur, distorted proportions, unnatural skin tones, deformed facial features, asymmetrical face, missing facial features, extra limbs, disfigured hands, wrong hand count, artifacts around text, inconsistent perspective, camera shake, incorrect depth of field, background too sharp, background clutter, distracting reflections, harsh shadows, inconsistent lighting direction, color banding, cartoonish rendering, 3D CGI look, unrealistic materials, uncanny valley effect, incorrect ethnicity, wrong gender, exaggerated expressions, wrong gaze direction, mismatched lip sync, silent or muted audio, distorted voice, robotic voice, echo, background noise, off-sync audio, incorrect dialogue, added dialogue, repetitive speech, jittery movement, awkward pauses, incorrect timing, unnatural transitions, inconsistent framing, tilted camera, flat lighting, inconsistent tone, cinematic oversaturation, stylized filters, or AI artifacts.
ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᠠᠯᡳᠮᡝ ᡳ ᠨᠠᡩᠠᠨ ᡥᡡᠯᠠᠨ. ᡝᠮᡠ ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᡠᠯᡤᠠᠨ ᡳ ᠪᡠᠶᡝᠮᡝ ᡩ᠝ ᡩᠠᠯᡳᠮᡝ, ᡳᠨᡠ ᡵᠠᠰᡠ ᠠᠮᠠ ᡶᡠᠯᡤᠠᠨ ᡳ ᠠᠯᡳᠨ.
validation_number_of_framesᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ89
9 – 121
ᡩᠠᠯᡳᠮᡝ ᡳ ᡶᡳᠯᡝᠮᡝ ᡳ ᡩᡠᠮᡝ.
validation_frame_rateᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ24
8 – 60
ᡩᠠᠯᡳᠮᡝ ᡳ ᠰᡠᠨᡤᠠ ᡳ ᠰᡝᠮᡝᠨ; LTX-2.3 ᡳ ᡝᠯᡝᠮᡝ 24.
validation_resolutionᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝhigh
lowmediumhigh
ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᠣᠮᡝ ᡳ ᠵᠠᠯᠠᠨ.
validation_aspect_ratioᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ1:1
16:91:19:16
ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᠣᠮᡝ ᡳ ᡳᠯᡤᠠᠨ ᡳ ᡵᠠᠰᡠ.
stg_scaleᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝnumber
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝ1
0 – 3
Spatio-Temporal Guidance (STG) ᡳ ᠵᠠᠯᠠᠨ, 1.0 ᡳ ᡩᠠᠯᡳᠮᡝ, 0.0 ᡳ STG ᡳ ᠠᡴᡡ.
ᡴᠠᠷᠠᡴᡡ

ᠪᡠᠶᡝᠮᡝ

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "ltx23-trainer-v2/a2a",
  "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": 4600,
    "usd": "4.60",
    "charged": 4600,
    "refunded": 0
  },
  "input": {
    "training_data_url": "https://example.com/your-file.zip"
  },
  "output": {
    "video": {
      "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
    },
    "audio": {
      "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
    },
    "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
    },
    "debug_dataset": {
      "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"
  }
}
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
video
object {url, content_type, file_name, file_size} | nullᡩᠠᠯᡳᠮᡝ ᡳ ᠵᠠᠯᠠᠨ ᡳ ᠰᡠᠨᡤᠠ ᡳ ᡩᠠᠯᡳᠮᡝ ᡳ ᠠᠯᡳᠨ ᡩᡝ ᡩᠠᠯᡳᠮᡝ ᠪᡠᠶᡝᠮᡝ.
audio
object {url, content_type, file_name, file_size} | nullᡩᠠᠯᡳᠮᡝ ᡳ ᡤᡳᠰᡠᠨ ᡳ ᠪᡠᠶᡝᠮᡝ, ᡝᡵᡝᠮᡝ ᡳ ᡩᠠᠯᡳᠮᡝ: /audio-inpaint, /audio-extend-suffix, /audio-extend-prefix, /t2a, /a2a, /v2a.
lora_file
object {url, content_type, file_name, file_size}ᡩᠠᠯᡳᠮᡝ LoRA ᡳ ᡵᠠᠰᡠ URL, .safetensors ᡶᡳᠯᡝ.
config_file
object {url, content_type, file_name, file_size}ᡩᠠᠯᡳᠮᡝ ᡳ ᠵᠠᠯᡳᠨ ᡳ ᠪᠠᡳᡵᡝᠨ ᡳ ᡶᡠᠯᡤᠠᠨ.
debug_dataset
object {url, content_type, file_name, file_size} | null`debug_dataset` ᡳ ᡩᠠᠯᡳᠮᡝ ᡩᡝ ᠣᠮᡝ ᡳ ᡶᡳᠯᡝ ᡳ ᡩᠠᠯᡳᠮᡝ ᡳ ᠪᡠᠶᡝᠮᡝ ᡩ᠝ ᡩᠠᠯᡳᠮᡝ ᡳ ᠮᠠᠩᡤᠠ.

ᡝᠯᡤᡳ ᡩᠠᠯᡳᠨ: ᠰᠠᠮᠠᠨ

AI ᠠᡤᡝᠨᡨᡳ ᡠᠴᡠᠷᡳ᠈ ᡝᡵᡝ ᡩᡝᠪᡝᡵᡳ Markdown ᠰᡳᠨᡩᠠᡵᡳ https://doitong.com/mnc/developers/models/ltx23-trainer-v2/a2a.md. ᡝᡵᡝ ᠮᠣᡩᡝᠯ ᠵᠠᡴᡠᠨ ᠰᡠᠯᡠᠮᡝ https://doitong.com/developers/llms.txt