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MiniMax H3 Reference to Video LoRA Trainer

Integrere

Modealla-id minimax/h3/ref2va/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/minimax/h3/ref2va/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: 30,00 $ 30 000 API-kreditta Vuodje dán siiddu alde

Oza API-čoavdaga
MiniMax Oahpahus Referánsa-inputtat1–60 s

LoRA-oahpaheaddji referánsa-stivrejuvvon videoi, lieggan álgin ovddit LoRA:s

Ráhkaduvvon Doitongis

Doitong-bargosearvvi almmolaš barggut, ráhkaduvvon MiniMax H3 bokte. Geavat fas jearaldaga ovtta deaddilemiin.

Almmolaš barggut čájehuvvojit: 16
Close-up shot of a striking model with piercing eyes and flawless skin, a white snake elegantly c... Video

Close-up shot of a striking model with piercing eyes and flawless skin, a white snake elegantly coiled around her head and neck, its scales glistening in soft, diffused light. The camera gently zooms in, emphasizing the intricate texture of the snake’s scales and the model’s striking facial...

Animate the stickman drawings into a smooth dance animation. The simple black stick figure perfor... Video

Animate the stickman drawings into a smooth dance animation. The simple black stick figure performs fun rhythmic dance moves — waving its arms, bending knees, jumping lightly, spinning, and swaying side to side in time with upbeat music. Keep the white background clean and minimal. The motion...

A hyper-realistic, cinematic transformation sequence of the man in the uploaded image, sitting in... Video

A hyper-realistic, cinematic transformation sequence of the man in the uploaded image, sitting in meditation inside a traditional Japanese room. The atmosphere begins to tremble slightly as soft blue light flows around him. From the ground, thousands of magnetic nano-particles rise, shimmering...

A cinematic transformation video of the man. The scene begins with him standing naturally, then l... Video

A cinematic transformation video of the man. The scene begins with him standing naturally, then looking down at his hands as glowing holographic projections appear around his body. Mechanical parts of the Iron Man armor start assembling piece by piece with smooth animation: chest plate forming,...

An ultra-epic anime cinematic of Luffy’s greatest enemy unleashing a terrifying blind rage, rampa... Video

An ultra-epic anime cinematic of Luffy’s greatest enemy unleashing a terrifying blind rage, rampaging uncontrollably against nature itself. His gigantic body is surrounded by a storm of black and crimson energy, crackling with lightning that scorches the ground. His roar shakes the heavens,...

A fair-skinned red-haired woman with freckles tightly embraces a majestic white tiger with faint ... Video

A fair-skinned red-haired woman with freckles tightly embraces a majestic white tiger with faint reddish stripes. They remain close, perfectly synchronized in stillness. The woman blinks slowly, slightly tilting her head with a serious and intense expression. The tiger breathes gently — its...

The snowboarder is riding across massive, fluffy white clouds as if they were snow-covered mounta... Video

The snowboarder is riding across massive, fluffy white clouds as if they were snow-covered mountains, with dramatic lighting and deep shadows adding volume and realism. The background shows a stunning blue sky with scattered soft clouds and subtle light rays. crisp cinematic quality, vivid...

Мрачная комната для допросов, тесная и давящая. Одна резкая лампа под потолком бросает конус холо... Video

Мрачная комната для допросов, тесная и давящая. Одна резкая лампа под потолком бросает конус холодного света на металлический стол, вокруг густые тени. Виновный подозреваемый сидит в наручниках по одну сторону стола: потеет, нервно бегает глазами, тяжело дышит, избегает взгляда. Напротив —...

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 16:9

Vállje oahpahusa aspektaberti seamma joavkkus go MiniMax H3 API:s.

•gáibiduvvo

URL ZIP-fiilii mas leat ášši oahpahusvideot; govva-dušše datasetat ja seahkán govva/video-oahpahusarkivvat hilgugohtet, nu ahte govat fertejit leat referánsa-sidecarat. Eaktodáhtolaš lasáhusat oktiibindojit juohke klippa vuođđonamain: caption nugo `clip01.txt` ja ordnejuvvon referánssat `ref_1` rájes `ref_4` rádjái, namain `clip01.ref_1.<ext>` gitta `clip01.ref_4.<ext>`; sidecar-referánssa haga klippa rámma šaddá iežas referánsan. `<ext>` meroštallá referánsa modality: govat (.png/.jpg/.jpeg), jietna (.wav/.mp3/.flac/.m4a/.ogg/.aac), dahje videot (.mp4/.mov/.avi/.mkv/.webm), maid jietnagovddu šaddá maid jietnareferánsan. Oahpahusklippat doarjot .mp4, .mov, .avi ja .mkv; ulbmil lea unnimusat 10 klippa, eanet leat buoret.

standárda 2000

Oahpahus-ceahkiid oppalaš lohku.

Viiddiduvvon rank · trigger_phrase · resume_from_lora_url · learning_rate · number_of_frames · frame_rate · reference_conditioning_p · split_input_duration_threshold · auto_scale_input · split_input_into_scenes · debug_dataset · strict_dataset
rank standárda 32

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

standárda

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

URL .safetensors LoRA:i mii ovdal lea ráhkaduvvon dán oahpahusain, ja dan maŋŋá number_of_steps lasá-oahpahusdávsttuid lohku. Dušše adapter-vuođđoeavttut máhcahuvvojit; optimiseren ja learning-rate plánema álget ođđasit.

standárda 0.0002

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

standárda 73

Rámma lohku juohke oahpahusčájeheamis; 17:in juogadeapmi galgá guođđit 5. Ovdamearkkat leat 22, 39, 56, 73, 90, 107 ja 124.

standárda 24

Ulbmil-video rámma-dávjáivuohta, meroštuvvon rámman sekunda.

standárda 0.9

Meroštal man dávjá oahpahus geavaha govvareferánsa-kondišuvnna ektui kondišuvdna haga teaksta-video-jietna-oahpahusain. Báhcán probabilitehta manná kondišuvdna haga ulbmilii, vai bivdda-dušše ráhkadeapmi bissu stabilan.

standárda 30

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

POST /run/minimax/h3/ref2va/trainer?wait=20 haddemearrádus → 30,00 $
# 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/minimax/h3/ref2va/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 MiniMax H3 Reference to Video LoRA Trainer birra

Oahpaha LoRA ZIP-fiillas ášši-video-klippain, nu ahte referánsainput sáhttá stivret video-genererema. `reference_conditioning_p` mearrida man dávjá referánssat geavahuvvojit oahpahusas, ja `resume_from_lora_url` joatká ovdal oahpahuvvon LoRA:s. Heivehahtti leat maid `rank`, `number_of_steps`, `number_of_frames`, `frame_rate` ja `aspect_ratio`. Máhcaha vuoitta ja konfigurašuvdnafiilla.

Parametterat

NammaŠládja StandárdaDohkkehuvvon Govvádus
training_data_urlgáibiduvvo
Šládjastring
URL ZIP-fiilii mas leat ášši oahpahusvideot; govva-dušše datasetat ja seahkán govva/video-oahpahusarkivvat hilgugohtet, nu ahte govat fertejit leat referánsa-sidecarat. Eaktodáhtolaš lasáhusat oktiibindojit juohke klippa vuođđonamain: caption nugo `clip01.txt` ja ordnejuvvon referánssat `ref_1` rájes `ref_4` rádjái, namain `clip01.ref_1.<ext>` gitta `clip01.ref_4.<ext>`; sidecar-referánssa haga klippa rámma šaddá iežas referánsan. `<ext>` meroštallá referánsa modality: govat (.png/.jpg/.jpeg), jietna (.wav/.mp3/.flac/.m4a/.ogg/.aac), dahje videot (.mp4/.mov/.avi/.mkv/.webm), maid jietnagovddu šaddá maid jietnareferánsan. Oahpahusklippat doarjot .mp4, .mov, .avi ja .mkv; ulbmil lea unnimusat 10 klippa, eanet leat buoret.
rankeaktodáhtolaš
Šládjaenum
Standárda32
8163264128
LoRA-heivehusa ranka, mas alit heivehus lasiha muittut geavaheami muhto maiddái kapasitehta.
number_of_stepseaktodáhtolaš
Šládjainteger
Standárda2000
1 – 15 000
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
Standárda73
22 – 124
Rámma lohku juohke oahpahusčájeheamis; 17:in juogadeapmi galgá guođđit 5. Ovdamearkkat leat 22, 39, 56, 73, 90, 107 ja 124.
frame_rateeaktodáhtolaš
Šládjainteger
Standárda24
8 – 60
Ulbmil-video rámma-dávjáivuohta, meroštuvvon rámman sekunda.
resolutioneaktodáhtolaš
Šládjaenum
Standárdamedium
lowmediumhigh
Oahpahus-resolušuvdna. Resolušuvnna lokten lasiha muittu dárbbu.
aspect_ratioeaktodáhtolaš
Šládjaenum
Standárda16:9
21:916:94:31:13:49:16
Vállje oahpahusa aspektaberti seamma joavkkus go MiniMax H3 API:s.
trigger_phraseeaktodáhtolaš
Šládjastring
Standárda
LoRA-stálja aktiviserenfrása, mii lasihuvvo govvádusaid álggahussii oahpahusa áigge.
reference_conditioning_peaktodáhtolaš
Šládjanumber
Standárda0.9
0 – 1
Meroštal man dávjá oahpahus geavaha govvareferánsa-kondišuvnna ektui kondišuvdna haga teaksta-video-jietna-oahpahusain. Báhcán probabilitehta manná kondišuvdna haga ulbmilii, vai bivdda-dušše ráhkadeapmi bissu stabilan.
resume_from_lora_urleaktodáhtolaš
Šládjastring | null
URL .safetensors LoRA:i mii ovdal lea ráhkaduvvon dán oahpahusain, ja dan maŋŋá number_of_steps lasá-oahpahusdávsttuid lohku. Dušše adapter-vuođđoeavttut máhcahuvvojit; optimiseren ja learning-rate plánema álget ođđasit.
auto_scale_inputeaktodáhtolaš
Šládjaboolean
Standárdafalse
Leat go ulbmil-fps ja rámma lohku heivehuvvon automáhtalaš video-skaleeremiin; true bidjá dán heiveheami johtui.
split_input_into_sceneseaktodáhtolaš
Šládjaboolean
Standárdatrue
Bija scene-juohkima johtui videot várás mat leat guhkit go guhkkodatrádji; sidecar-referánssat čáhket juohkásmahttu klippain.
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
Molssaeaktu arkiva vuolggahahttimii ovdal oahpahusa ollislaččat. Go dát lea alde, oahpaheaddji čoahkká gieđahallon dataset:a, vai sáhtát dárkkistit captionaid, referánsa-govaid, videoid ja govaid.
strict_dataseteaktodáhtolaš
Šládjaboolean
Standárdafalse
Čavga gieđahallan ovdamearkkaid ovddas mat muđui loggerejuvvojit ja čoavdojuvvojit dokumenterejuvvon molssaeavttuin. Aktiveren hilgá captionaid mat dárbbašit guorus bivdda, váilevaš referánsa-sidecaraid ja videot mat eai lohko jiena, iige doaimma molssaeavttuid.
gáibiduvvo

Boađus

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "minimax/h3/ref2va/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": 30000,
    "usd": "30.00",
    "charged": 30000,
    "refunded": 0
  },
  "input": {
    "training_data_url": "https://example.com/your-file.zip"
  },
  "output": {
    "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
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} | nullOlamuttus dušše jearaldagaide `debug_dataset` alde; dát vuolggahahtti arkiv doallá oahpahusdata ovddalgihtii gieđahallama maŋŋá.

Eanet modeallat: Oahpahus

AI-agenttaide: dán siidu Markdowna lea dáppe https://doitong.com/se/developers/models/minimax/h3/ref2va/trainer.md. Buot modeallat ja ráđit: https://doitong.com/developers/llms.txt