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LTX 2.3 Trainer (V2) - Keyframe Interpolation

Whakauru

id tauira ltx23-trainer-v2/interpolate
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.ru/v1/run/ltx23-trainer-v2/interpolate?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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Tēnei tono: $ 4.80 4,800 whiwhinga API · ≈ ₽ 502.56 Whakahaerehia ki tēnei whārangi

Tikina he kī API
Lightricks Whakangungu 1–60 s

Ka whakangungu i tētahi LoRA hei whakaputa i te nekeneke i waenga i ngā anga matua tuatahi me te whakamutunga, me tētahi anga waenga ina hiahia

Lightricks · Kōnae

Kei konei tō hua tuatahi

Hangaia he tono ki raro nei, ka whakahaere mā tō kī API. Ka tāruatia ngā putanga ki tō mātou rokiroki, ka puritia mō ake tonu atu, mō rānei 7 rā mō te kore utu.

Hangaia he tono

Ka hangaia ngā mana whakahaere mai i te aronuinga o te tauira. Ka whakahoungia te waehere me te utu ina whakarerekē koe.

resolution taunoa medium

Te taumira whakangungu. Mā te whakapiki i te taumira ka piki ngā hiahia mahara.

aspect_ratio taunoa 1:1

Te ōwehenga-āhuatanga whakangungu.

•e hiahiatia ana

He URL mō tētahi `.zip` kei roto ngā raraunga whakangungu, kua whakaritea kia rite ki te aratau whakangungu kua kōwhiria. Ka taea e ia kōnae pāpāho he tapanga `.txt` whai ingoa pūtake ōrite.

taunoa 2000

Te tatau katoa o ngā hipanga whakangungu.

Arā atu validation_negative_prompt · rank · validation_resolution · validation_aspect_ratio · trigger_phrase · learning_rate · number_of_frames · frame_rate · split_input_duration_threshold · validation_number_of_frames · validation_frame_rate · stg_scale · auto_scale_input · split_input_into_scenes · debug_dataset · include_middle_keyframe · validation
taunoa blurry, out of focus,...

Te tohutohu tōraro ka whakamahia i te whakamana, mā tētahi tukanga arokite wāhanga-kotahi. Nā te mea ka whakatata taua tukanga ki te whakatau whakaputa kua whakarewaina, e rua ōna wāhanga, he rerekē tōna arataki me tōna kounga arokite i ngā putanga whakamutunga.

rank taunoa 32

Te taumata urutaunga LoRA, e whakawhiti ana i te nui ake o te whakamahinga mahara mō te kaha nui ake i te pikinga o te tautuhinga.

validation_resolution taunoa high

Te taumira e whakamahia ana i te whakamana.

validation_aspect_ratio taunoa 1:1

Te ōwehenga-āhuatanga e whakamahia ana i te whakamana.

taunoa

Te rerenga whakakā kāhua LoRA, ka whakaurua ki te tīmatanga o ngā tapanga i te wā whakangungu.

taunoa 0.0002

Te tere ako mō te arotautanga.

taunoa 89

Te tatau anga mō ia tauira whakangungu. Me waiho he toenga 1 ina whakawehea te tatau ki te 8; ko ngā tauira 1, 9, 17, 25, 33, 41, 49, 57, 65, 73, 81, 89, 97.

taunoa 24

Te tere anga whāinga o te ataata whakangungu, i ngā anga ia hēkona. Ko te tere taketake mō LTX-2.3 he 24.

taunoa 30

Te keu wehe whakaaturanga kua whakaaturia hei roanga i roto i ngā hēkona: ko ngā ataata roa ake i te paepae anake ka wehewehea.

taunoa 89

Te tatau anga mō ia ataata whakamana.

taunoa 24

Te tere anga whāinga mō ngā ataata whakamana, i ngā anga ia hēkona; ko te tere taketake o LTX-2.3 he 24.

taunoa 1

Te tauine Spatio-Temporal Guidance (STG), ko te 1.0 e taunakitia ana, ā, mā te 0.0 e whakaweto te STG.

taunoa []

Raraunga whakamana kua tukuna hei rārangi; ka whakakotahi tētahi tūemi i ngā atahanga keyframe me tētahi tohutohu.

POST /run/ltx23-trainer-v2/interpolate?wait=20 utu → $ 4.80
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.ru/v1/run/ltx23-trainer-v2/interpolate?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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Whakahaerehia tēnei tono

Ka noho tō kī ki tēnei pūtirotiro: ka tukuna ki te Doitong API anake, ā, ka tiakina ki te localStorage anake ina tohua e koe te Mahara. Tikina he kī API

Mō LTX 2.3 Trainer (V2) - Keyframe Interpolation

Ka whakangungu i tētahi LoRA mō te whakauruanga o ngā anga matua: i te wā inferensi ka tukuna ngā anga tuatahi me te whakamutunga, ā, ka whakaputa te tauira i te ataata i waenganui. Whakakāhia `include_middle_keyframe` hei whakangungu i ngā anga tuatahi, waenga me te whakamutunga; me whakarato `middle_image_url` ia tauira whakamana. Ka tae mai ngā raraunga hei zip mā `training_data_url`, ā, tae atu ki te 2 ngā tāurunga whakamana.

Ngā tawhā

IngoaMomo TaunoaE whakaaetia ana Whakamārama
training_data_urle hiahiatia ana
Momostring
He URL mō tētahi `.zip` kei roto ngā raraunga whakangungu, kua whakaritea kia rite ki te aratau whakangungu kua kōwhiria. Ka taea e ia kōnae pāpāho he tapanga `.txt` whai ingoa pūtake ōrite.
rankkōwhiringa
Momoenum
Taunoa32
8163264128
Te taumata urutaunga LoRA, e whakawhiti ana i te nui ake o te whakamahinga mahara mō te kaha nui ake i te pikinga o te tautuhinga.
number_of_stepskōwhiringa
Momointeger
Taunoa2000
100 – 10,000
Te tatau katoa o ngā hipanga whakangungu.
learning_ratekōwhiringa
Momonumber
Taunoa0.0002
0.000001 – 1
Te tere ako mō te arotautanga.
number_of_frameskōwhiringa
Momointeger
Taunoa89
9 – 121
Te tatau anga mō ia tauira whakangungu. Me waiho he toenga 1 ina whakawehea te tatau ki te 8; ko ngā tauira 1, 9, 17, 25, 33, 41, 49, 57, 65, 73, 81, 89, 97.
frame_ratekōwhiringa
Momointeger
Taunoa24
8 – 60
Te tere anga whāinga o te ataata whakangungu, i ngā anga ia hēkona. Ko te tere taketake mō LTX-2.3 he 24.
resolutionkōwhiringa
Momoenum
Taunoamedium
lowmediumhigh
Te taumira whakangungu. Mā te whakapiki i te taumira ka piki ngā hiahia mahara.
aspect_ratiokōwhiringa
Momoenum
Taunoa1:1
16:91:19:16
Te ōwehenga-āhuatanga whakangungu.
trigger_phrasekōwhiringa
Momostring
Taunoa
Te rerenga whakakā kāhua LoRA, ka whakaurua ki te tīmatanga o ngā tapanga i te wā whakangungu.
auto_scale_inputkōwhiringa
Momoboolean
Taunoafalse
Te whakatikatika aunoa i te ataata kia ōrite ki te FPS me te tatau anga i tonoa ina whakakāhia; kāore ngā huinga raraunga atahanga e whakarerekē.
split_input_into_sceneskōwhiringa
Momoboolean
Taunoatrue
Te wehe whakaaturanga mō ngā ataata kua hipa i te paepae roanga, ka whakakā ina pono.
split_input_duration_thresholdkōwhiringa
Momonumber
Taunoa30
1 – 60
Te keu wehe whakaaturanga kua whakaaturia hei roanga i roto i ngā hēkona: ko ngā ataata roa ake i te paepae anake ka wehewehea.
debug_datasetkōwhiringa
Momoboolean
Taunoafalse
Te aratau tirotiro tukatuka-mua mō te taki i ngā ataata, ngā atahanga me ngā tapanga i mua i te rerenga whakangungu katoa. Ina whakakāhia, ka whakahokia e te kaiwhakangungu te huinga raraunga whakangungu kua tukatukahia ki tētahi pūranga ka taea te tikiake mō te arotake ā-ringa.
validationkōwhiringa
Momoobject[]
Taunoa[]
≤ 2 tūemi
Raraunga whakamana kua tukuna hei rārangi; ka whakakotahi tētahi tūemi i ngā atahanga keyframe me tētahi tohutohu.
validation[].prompte hiahiatia ana
Momostring
Te tohutohu e whakamahia ana i te whakamana.
validation[].start_image_urle hiahiatia ana
Momourl · image
≥ 1 characters
URL atahanga keyframe mō te anga tuatahi.
validation[].end_image_urle hiahiatia ana
Momourl · image
≥ 1 characters
URL atahanga keyframe mō te anga whakamutunga.
validation[].middle_image_urlkōwhiringa
Momourl · image
URL atahanga keyframe waenga mō te whakawhitinga tuatahi+waenga+whakamutunga. Me whai mō ngā whakahaere whai `include_middle_keyframe=true`; ki te kore, he kōwhiringa.
validation_negative_promptkōwhiringa
Momostring
Taunoablurry, 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.
Te tohutohu tōraro ka whakamahia i te whakamana, mā tētahi tukanga arokite wāhanga-kotahi. Nā te mea ka whakatata taua tukanga ki te whakatau whakaputa kua whakarewaina, e rua ōna wāhanga, he rerekē tōna arataki me tōna kounga arokite i ngā putanga whakamutunga.
validation_number_of_frameskōwhiringa
Momointeger
Taunoa89
9 – 121
Te tatau anga mō ia ataata whakamana.
validation_frame_ratekōwhiringa
Momointeger
Taunoa24
8 – 60
Te tere anga whāinga mō ngā ataata whakamana, i ngā anga ia hēkona; ko te tere taketake o LTX-2.3 he 24.
validation_resolutionkōwhiringa
Momoenum
Taunoahigh
lowmediumhigh
Te taumira e whakamahia ana i te whakamana.
validation_aspect_ratiokōwhiringa
Momoenum
Taunoa1:1
16:91:19:16
Te ōwehenga-āhuatanga e whakamahia ana i te whakamana.
stg_scalekōwhiringa
Momonumber
Taunoa1
0 – 3
Te tauine Spatio-Temporal Guidance (STG), ko te 1.0 e taunakitia ana, ā, mā te 0.0 e whakaweto te STG.
include_middle_keyframekōwhiringa
Momoboolean
Taunoafalse
Whakaurunga keyframe waenga mō te whakaputa ataata: mā true e whakahau te `middle_image_url` ki ia tauira whakamana, ā, ka pupuri i te anga waenga me te anga tuatahi me te anga whakamutunga, kaua ko ngā anga tuatahi me ngā whakamutunga anake.
e hiahiatia ana

Putanga

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "ltx23-trainer-v2/interpolate",
  "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": 4800,
    "usd": "4.80",
    "charged": 4800,
    "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.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
Ō kōnae, māu e whiriwhiriKo ia url o outputs[] he tārua kei tō mātou rokiroki: ka puritia mō ake tonu atu (ka utua ia GB-marama) mō rānei 7 rā mō te kore utu, e ai ki ngā tautuhinga o tō pūkete, ki te ?storage= rānei.
He ōrite te hanga ki ia tauiratype, url, content_type, width, height me duration, mō ngā pikitia, ataata me te oro. Ko output te ahanoa hua ake o te tauira.
Ngā āpure o te putanga
video
object {url, content_type, file_name, file_size} | nullHe arokite ataata whakakotahi mai i te whakamana, ina wātea mō ngā pito API whakaputa ataata.
audio
object {url, content_type, file_name, file_size} | nullHe ororongo whakakotahi mai i te whakamana, ka tukuna hei arokite ina wātea mō ēnei ara ororongo-anake: /audio-inpaint, /audio-extend-suffix, /audio-extend-prefix, /t2a, /a2a, me /v2a.
lora_file
object {url, content_type, file_name, file_size}He URL mō ngā taumahatanga LoRA kua whakangungua i te hōputu .safetensors.
config_file
object {url, content_type, file_name, file_size}Te whirihoranga mō te tatūnga pito API whakatau.
debug_dataset
object {url, content_type, file_name, file_size} | nullPutanga rapurongoā e wātea ana ina whakakāhia `debug_dataset`: he pūranga ka taea te tikiake, kei roto ngā raraunga whakangungu i muri i te tukatuka-mua.

Ētahi atu tauira: Whakangungu

Mō ngā āpiha AI: kei te wātea tēnei whārangi hei Markdown ki https://doitong.com/mi/developers/models/ltx23-trainer-v2/interpolate.md. Ngā tauira me ngā aratohu katoa: https://doitong.com/developers/llms.txt