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LTX-2.3 22B Video Trainer

Integrere

Modealla-id ltx23-video-trainer
# 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-video-trainer?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"

Dát ohcamuš: 9,60 $ 9 600 API-kreditta Vuodje dán siiddu alde

Oza API-čoavdaga
Lightricks Oahpahus 1–60 s #ltx2.3-video#fine-tuning

Oahpaha LTX-2.3 22B LoRA:a iežas video-stlájaide ja effektaide, vejolaš audioguin

Lightricks · Fiila

Dát lea du vuosttaš bohtos

Daga jearaldaga vuolábealde ja vuodje dan iežat API-čoavddain. Boađusat kopierejuvvojit min vurkemii, bisuhuvvojit álo dahje 7 beaivvi nuvttá.

Ráhkat jearaldaga

Kontrollat ráhkaduvvojit modealla skeama vuođul. Koda ja haddi ođasmahttojuvvojit go rievddadat daid.

resolution standárda medium

Oahpahus-resolušuvdna. Resolušuvnna lokten lasiha muittu dárbbu.

aspect_ratio standárda 1:1

Oahpahus-aspektarátio.

•gáibiduvvo

ZIP-arkiiva URL datasetii, mii sisttisdoallá dušše govaid dahje dušše videoid; seaguhuvvon media-datasetat eai doarjjojuvvo. Ulbmil lea 10 fiila dahje eanet, buoremus lea stuorát čoahkádus. Dorjojuvvon extensionat leat .png, .jpg, .jpeg govvii ja .mp4, .mov, .avi, .mkv videovárás. Lassi caption-tekstafiilat sáhttet leat mediain, juohke fiila namahuvvon čuovvovaš media-fiila mielde.

standárda 2000

Oahpahus-ceahkiid oppalaš lohku.

Viiddiduvvon validation_negative_prompt · rank · validation_resolution · validation_aspect_ratio · trigger_phrase · learning_rate · number_of_frames · frame_rate · split_input_duration_threshold · first_frame_conditioning_p · validation_number_of_frames · validation_frame_rate · stg_scale · auto_scale_input · split_input_into_scenes · debug_dataset · with_audio · audio_normalize · audio_preserve_pitch · generate_audio_in_validation · validation
standárda worst quality, incons...

Negatiivvalaš bivdda validerenas.

rank standárda 32

LoRA-heivehusa ranka, mas alit heivehus lasiha muittut geavaheami muhto maiddái kapasitehta.

validation_resolution standárda high

Validerenis geavahuvvon resolušuvdna.

validation_aspect_ratio standárda 1:1

Validerenis geavahuvvon aspektarátio.

standárda

LoRA-stálja aktiviserenfrása, mii lasihuvvo govvádusaid álggahussii oahpahusa áigge.

standárda 0.0002

Optimiserema oahppanrate, mii dásse vejolaš traininga jođánisvuođa ja overfitting-ávdima go ratea lasiha.

standárda 89

Rámmaid lohku juohke oahpahussámpalis. Lohku juogaduvvon 8:ain galgá guođđit 1:a; ovdamearkkat leat 1, 9, 17, 25, 33, 41, 49, 57, 65, 73, 81, 89, 97.

standárda 25

Ulbmil-video rámma-dávjáivuohta, meroštuvvon rámman sekunda.

standárda 30

Čuohkadeami álggaheaddji, meroštallojuvvon guhkkodahkan sekunddain: dušše videovat mat leat guhkit go ráddjejuvvon áigi čuohkaduvvojit.

standárda 0.5

Buorid image-to-video-láhttema, lasihemiin man dávjá training geavaha vuosttas-rámma kondišunerema; dát árvu mearrida proseanta.

standárda 89

Rámmaid lohku juohke valideren-videoi.

standárda 25

Ulbmil-valideren-video rámma-dávjáivuohta, meroštuvvon rámman sekunda.

standárda 1

Spatio-Temporal Guidance (STG) skála, 1.0 lea ávkkálaš ja 0.0 časkkáda STG:a.

standárda []

Training-valideren-bivdda-listu, man sisa-addit galget juohkehaččat sisttisdoallat govaid dahje juohkehaččat guođđat daid eret.

POST /run/ltx23-video-trainer?wait=20 haddemearrádus → 9,60 $
# 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-video-trainer?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"

Geavat dán ohcamuša

Du key báhcá dán fierpmádatlogan: dat sáddejuvvo dušše Doitong API:ii ja vurkejuvvo (localStorage) dušše jos válljet Remember. Viečča API-keya

Dát lea LTX-2.3 22B Video Trainer birra

Oahpaha LoRA:a LTX-2.3 22B modeallas iešguđetlágan stiillaid ja effeavttaid várás videoid dahje govaid zip:as, buoremus 10 dahje eanet fiilain. `number_of_steps` lea 100 rájes 6000:i (standárda 2000), `frame_rate` lea standárdan 25, ja `first_frame_conditioning_p` standárdan 0.5. `with_audio` geatnegahttá dahje heaittiha jietna-oahpahusa, ja `generate_audio_in_validation` stivre jiena ovdančájehemiin.

Parametterat

NammaŠládja StandárdaDohkkehuvvon Govvádus
training_data_urlgáibiduvvo
Šládjastring
ZIP-arkiiva URL datasetii, mii sisttisdoallá dušše govaid dahje dušše videoid; seaguhuvvon media-datasetat eai doarjjojuvvo. Ulbmil lea 10 fiila dahje eanet, buoremus lea stuorát čoahkádus. Dorjojuvvon extensionat leat .png, .jpg, .jpeg govvii ja .mp4, .mov, .avi, .mkv videovárás. Lassi caption-tekstafiilat sáhttet leat mediain, juohke fiila namahuvvon čuovvovaš media-fiila mielde.
rankeaktodáhtolaš
Šládjaenum
Standárda32
8163264128
LoRA-heivehusa ranka, mas alit heivehus lasiha muittut geavaheami muhto maiddái kapasitehta.
number_of_stepseaktodáhtolaš
Šládjainteger
Standárda2000
100 – 6 000
Oahpahus-ceahkiid oppalaš lohku.
learning_rateeaktodáhtolaš
Šládjanumber
Standárda0.0002
0,000001 – 1
Optimiserema oahppanrate, mii dásse vejolaš traininga jođánisvuođa ja overfitting-ávdima go ratea lasiha.
number_of_frameseaktodáhtolaš
Šládjainteger
Standárda89
9 – 121
Rámmaid lohku juohke oahpahussámpalis. Lohku juogaduvvon 8:ain galgá guođđit 1:a; ovdamearkkat leat 1, 9, 17, 25, 33, 41, 49, 57, 65, 73, 81, 89, 97.
frame_rateeaktodáhtolaš
Šládjainteger
Standárda25
8 – 60
Ulbmil-video rámma-dávjáivuohta, meroštuvvon rámman sekunda.
resolutioneaktodáhtolaš
Šládjaenum
Standárdamedium
lowmediumhigh
Oahpahus-resolušuvdna. Resolušuvnna lokten lasiha muittu dárbbu.
aspect_ratioeaktodáhtolaš
Šládjaenum
Standárda1:1
16:91:19:16
Oahpahus-aspektarátio.
trigger_phraseeaktodáhtolaš
Šládjastring
Standárda
LoRA-stálja aktiviserenfrása, mii lasihuvvo govvádusaid álggahussii oahpahusa áigge.
auto_scale_inputeaktodáhtolaš
Šládjaboolean
Standárdafalse
Automáhtalaš video-heivehus bivdojuvvon FPS:a ja rámma-logu mielde go lea jođus; govvadatasetat báhcet rievdatkeahttá.
split_input_into_sceneseaktodáhtolaš
Šládjaboolean
Standárdatrue
Videoid čuohkadeapmi go guhkkodat rádjejuvvon áiggi manná badjel, ja dat lea jođus go árvu lea true.
split_input_duration_thresholdeaktodáhtolaš
Šládjanumber
Standárda30
1 – 60
Čuohkadeami álggaheaddji, meroštallojuvvon guhkkodahkan sekunddain: dušše videovat mat leat guhkit go ráddjejuvvon áigi čuohkaduvvojit.
debug_dataseteaktodáhtolaš
Šládjaboolean
Standárdafalse
Ovdamearkka inspešuvdna-modus videoid, govaid ja govvádusaid dárkkisteapmái ovdal olles oahpahusa. Go dat lea jođus, oahpaheaddji máhcaha proseassaduvvon oahpahusdáhtaset arkivvan man sáhttá viežžat ja dárkkistit gieđain.
with_audioeaktodáhtolaš
Šládjaboolean | null
Vállje True fámuhan dihte jietna-traininga video-traininga lassin, dahje False guđđan dihte jietnaga eret. Go bidjet standárdan None, válljejuvvo automáhtalaččat dan vuođul leatgo addojuvvon videoin jietna.
audio_normalizeeaktodáhtolaš
Šládjaboolean
Standárdatrue
Bajit-amplituda normaliseren, ávžžuhuvvon jietnadásiid ovttastahttimii miehtá dataset, go bajitčearbma dássejuvvo oktasaš dásái.
audio_preserve_pitcheaktodáhtolaš
Šládjaboolean
Standárdatrue
Tone seailluheapmi go jietna- ja videoguhkkodagat leat earaláganat: enable geavaha áiggeguhkádusa dahje -oanidemi; disable geavaha čáhkkema dahje jietna-dávvaladdima.
first_frame_conditioning_peaktodáhtolaš
Šládjanumber
Standárda0.5
0 – 1
Buorid image-to-video-láhttema, lasihemiin man dávjá training geavaha vuosttas-rámma kondišunerema; dát árvu mearrida proseanta.
validationeaktodáhtolaš
Šládjaobject[]
Standárda[]
≤ 2 merki
Training-valideren-bivdda-listu, man sisa-addit galget juohkehaččat sisttisdoallat govaid dahje juohkehaččat guođđat daid eret.
validation[].promptgáibiduvvo
Šládjastring
Bivdda mii geavahuvvo validerenis.
validation[].image_urleaktodáhtolaš
Šládjaurl · image
Govva image-to-video-validerenii, lobálaš dušše jos buot eará valideren-sisa-addit maiddái sisttisdoallat govva.
validation_negative_prompteaktodáhtolaš
Šládjastring
Standárdaworst quality, inconsistent motion, blurry, jittery, distorted
Negatiivvalaš bivdda validerenas.
validation_number_of_frameseaktodáhtolaš
Šládjainteger
Standárda89
9 – 121
Rámmaid lohku juohke valideren-videoi.
validation_frame_rateeaktodáhtolaš
Šládjainteger
Standárda25
8 – 60
Ulbmil-valideren-video rámma-dávjáivuohta, meroštuvvon rámman sekunda.
validation_resolutioneaktodáhtolaš
Šládjaenum
Standárdahigh
lowmediumhigh
Validerenis geavahuvvon resolušuvdna.
validation_aspect_ratioeaktodáhtolaš
Šládjaenum
Standárda1:1
16:91:19:16
Validerenis geavahuvvon aspektarátio.
stg_scaleeaktodáhtolaš
Šládjanumber
Standárda1
0 – 3
Spatio-Temporal Guidance (STG) skála, 1.0 lea ávkkálaš ja 0.0 časkkáda STG:a.
generate_audio_in_validationeaktodáhtolaš
Šládjaboolean
Standárdatrue
Stivre leatgo valideren-sámpalat ráhkaduvvon jietnain.
gáibiduvvo

Boađus

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "ltx23-video-trainer",
  "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": 9600,
    "usd": "9.60",
    "charged": 9600,
    "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
    },
    "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"
  }
}
Du fiillat, du válljenJuohke outputs[].url lea kopia min vurkemis: bisuhuvvo álo (mákso GB-mánu mielde) dahje 7 beaivvi nuvttá, du konto­o heiveheami dahje ?storage= mielde.
Seammá hápmi juohke modeallastype, url, content_type, width, height ja duration, govvii, videoii ja jienai seammá ládje. output lea modealla iežas boađusobjekta.
Outputa giettit
video
object {url, content_type, file_name, file_size} | nullURL vejolaš valideren-videoide.
lora_file
object {url, content_type, file_name, file_size}Oahpahuvvon LoRA-veagaid URL .safetensors-formáhtas.
config_file
object {url, content_type, file_name, file_size}Heivehus inferensa-loahppačuoggá sajáiduhttimii.
debug_dataset
object {url, content_type, file_name, file_size} | nullNedjerduvvon debug-arkiiva, máhccá dušše sisa-addiide main `debug_dataset` lea fámuhuvvon; sisttisdoallá preprosesserejuvvon training-dataset, dekodahttojuvvon jietnaga ja videoiguin.

AI-agenttaide: dán siidu Markdowna lea dáppe https://doitong.com/se/developers/models/ltx23-video-trainer.md. Buot modeallat ja ráđit: https://doitong.com/developers/llms.txt