Peke ki ngā ihirangi

MiniMax H3 Reference to Video LoRA Trainer

Whakauru

id tauira 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"

Tēnei tono: $ 30.00 30,000 whiwhinga API Whakahaerehia ki tēnei whārangi

Tikina he kī API
MiniMax Whakangungu Ngā tāuru tohutoro1–60 s

Kaiako LoRA mō te ataata kua whakaritea e ngā tohutoro, me te tīmatanga mahana mai i tētahi LoRA o mua

I hangaia ki Doitong

Ngā mahi tūmatanui i hangaia ki MiniMax H3 e te hapori Doitong. Whakamahia anō he tono mā te pāwhiri kotahi.

Ngā mahi tūmatanui kua whakaaturia: 16
Close-up shot of a striking model with piercing eyes and flawless skin, a white snake elegantly c... Ataata

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... Ataata

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... Ataata

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... Ataata

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... Ataata

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 ... Ataata

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... Ataata

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... Ataata

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 —...

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 16:9

Kōwhiria te ōwehenga āhuatanga whakangungu mai i te huinga kotahi e wātea ana mā te MiniMax H3 API.

•e hiahiatia ana

URL mō tētahi ZIP o ngā ataata whakangungu kaupapa; ka whakahētia ngā huinga raraunga atahanga-anake me ngā pūranga whakangungu whakauru atahanga/ataata, nō reira me whakamahi ngā atahanga hei sidecar tohutoro. Ka tiri ngā tāpiringa kōwhiri i te ingoa pūtake o ia topenga: he tapanga pēnei i `clip01.txt` me ngā tohutoro kua raupapahia mai i `ref_1` ki `ref_4`, ko ngā ingoa `clip01.ref_1.<ext>` ki `clip01.ref_4.<ext>`; ki te kore he sidecar tohutoro, mā tētahi anga o te topenga tōna ake tohutoro e tuku. Mā te `<ext>` te momo tohutoro e tautuhi: ngā atahanga (.png/.jpg/.jpeg), te ororongo (.wav/.mp3/.flac/.m4a/.ogg/.aac), ngā ataata (.mp4/.mov/.avi/.mkv/.webm), ā, ka noho hoki ō rātou puoro hei tohutoro ororongo. E tautoko ana ngā topenga whakangungu i .mp4, .mov, .avi, me .mkv; whāia kia 10 rawa ngā topenga, ā, he pai ake te nui ake.

taunoa 2000

Te tatau katoa o ngā hipanga whakangungu.

Arā atu 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 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.

taunoa

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

URL mō te whakangungu warm-start me tētahi LoRA .safetensors i hangaia kē e tēnei kaiwhakangungu, whai muri ko te maha o ngā kaupae whakangungu number_of_steps tāpiri. Kāore he mea e whakahokia atu, engari ko ngā taumaha pūurutau: ka tīmata anō te arotautanga me te whakarite learning-rate.

taunoa 0.0002

Auau ako mō te arotautanga, e whakataurite ana i te whakatere pea o te whakangungu ki te mōrea o te overfitting ina whakanuia.

taunoa 73

Te tatau anga mō ia tauira whakangungu; me waiho he toenga 5 ina whakawehea ki te 17. Ko ngā tauira ko 22, 39, 56, 73, 90, 107, me 124.

taunoa 24

Auau anga o te ataata whāinga, ka inehia ki ngā anga ia hēkona.

taunoa 0.9

Whakaritea te auau e whakamahi ai te whakangungu i te conditioning atahanga tohutoro, whakaritea ki te whakangungu text-to-video-audio kāore he conditioning. Ka haere te tūponotanga e toe ana ki te whāinga kāore he conditioning hei pupuri i te whakaputanga pūmau mā te tohutohu-anake.

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.

POST /run/minimax/h3/ref2va/trainer?wait=20 utu → $ 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"

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 MiniMax H3 Reference to Video LoRA Trainer

Ka whakangungu i tētahi LoRA i runga i te zip o ngā topenga ataata kaupapa kia ārahi ai ngā tāuru tohutoro i te hanga ataata. Mā `reference_conditioning_p` e whakarite te auau whakamahi tohutoro i te wā whakangungu, ā, mā `resume_from_lora_url` e haere tonu mai i tētahi LoRA kua whakangungua i mua. Ka taea hoki te whakarite: `rank`, `number_of_steps`, `number_of_frames`, `frame_rate` me `aspect_ratio`. Ka whakahoki i ngā taumaha me tētahi kōnae whirihoranga.

Ngā tawhā

IngoaMomo TaunoaE whakaaetia ana Whakamārama
training_data_urle hiahiatia ana
Momostring
URL mō tētahi ZIP o ngā ataata whakangungu kaupapa; ka whakahētia ngā huinga raraunga atahanga-anake me ngā pūranga whakangungu whakauru atahanga/ataata, nō reira me whakamahi ngā atahanga hei sidecar tohutoro. Ka tiri ngā tāpiringa kōwhiri i te ingoa pūtake o ia topenga: he tapanga pēnei i `clip01.txt` me ngā tohutoro kua raupapahia mai i `ref_1` ki `ref_4`, ko ngā ingoa `clip01.ref_1.<ext>` ki `clip01.ref_4.<ext>`; ki te kore he sidecar tohutoro, mā tētahi anga o te topenga tōna ake tohutoro e tuku. Mā te `<ext>` te momo tohutoro e tautuhi: ngā atahanga (.png/.jpg/.jpeg), te ororongo (.wav/.mp3/.flac/.m4a/.ogg/.aac), ngā ataata (.mp4/.mov/.avi/.mkv/.webm), ā, ka noho hoki ō rātou puoro hei tohutoro ororongo. E tautoko ana ngā topenga whakangungu i .mp4, .mov, .avi, me .mkv; whāia kia 10 rawa ngā topenga, ā, he pai ake te nui ake.
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
1 – 15,000
Te tatau katoa o ngā hipanga whakangungu.
learning_ratekōwhiringa
Momonumber
Taunoa0.0002
0.000001 – 1
Auau ako mō te arotautanga, e whakataurite ana i te whakatere pea o te whakangungu ki te mōrea o te overfitting ina whakanuia.
number_of_frameskōwhiringa
Momointeger
Taunoa73
22 – 124
Te tatau anga mō ia tauira whakangungu; me waiho he toenga 5 ina whakawehea ki te 17. Ko ngā tauira ko 22, 39, 56, 73, 90, 107, me 124.
frame_ratekōwhiringa
Momointeger
Taunoa24
8 – 60
Auau anga o te ataata whāinga, ka inehia ki ngā anga ia hēkona.
resolutionkōwhiringa
Momoenum
Taunoamedium
lowmediumhigh
Te taumira whakangungu. Mā te whakapiki i te taumira ka piki ngā hiahia mahara.
aspect_ratiokōwhiringa
Momoenum
Taunoa16:9
21:916:94:31:13:49:16
Kōwhiria te ōwehenga āhuatanga whakangungu mai i te huinga kotahi e wātea ana mā te MiniMax H3 API.
trigger_phrasekōwhiringa
Momostring
Taunoa
Te rerenga whakakā kāhua LoRA, ka whakaurua ki te tīmatanga o ngā tapanga i te wā whakangungu.
reference_conditioning_pkōwhiringa
Momonumber
Taunoa0.9
0 – 1
Whakaritea te auau e whakamahi ai te whakangungu i te conditioning atahanga tohutoro, whakaritea ki te whakangungu text-to-video-audio kāore he conditioning. Ka haere te tūponotanga e toe ana ki te whāinga kāore he conditioning hei pupuri i te whakaputanga pūmau mā te tohutohu-anake.
resume_from_lora_urlkōwhiringa
Momostring | null
URL mō te whakangungu warm-start me tētahi LoRA .safetensors i hangaia kē e tēnei kaiwhakangungu, whai muri ko te maha o ngā kaupae whakangungu number_of_steps tāpiri. Kāore he mea e whakahokia atu, engari ko ngā taumaha pūurutau: ka tīmata anō te arotautanga me te whakarite learning-rate.
auto_scale_inputkōwhiringa
Momoboolean
Taunoafalse
Mēnā ka taurite te fps whāia me te tatau anga mā te whakatauine ataata aunoa; mā true e whakakā tēnei whakarerekētanga.
split_input_into_sceneskōwhiringa
Momoboolean
Taunoatrue
Whakakāhia te wehe whakaari mō ngā ataata roa ake i te paepae roanga, me te whakarere i ngā sidecar tohutoro mai i ngā topenga kua wehea.
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
Kōwhiringa ki te tikiake pūranga hei tirotiro i te tukatuka-mua i mua i te whakaae ki te whakangungu katoa. Ki te whakakā, ka tākai te kaiwhakangungu i te huinga raraunga kua tukatukatia kia āhei ai koe ki te tiro ā-ringa i ngā tapanga, ngā atahanga tohutoro, ngā ataata me ngā atahanga mō te tika.
strict_datasetkōwhiringa
Momoboolean
Taunoafalse
Te whakahaere tino pakari i ngā raruraru tukatuka-mua ka tuhia, ka whakatauhia mā te fallback kua tuhia. Mā te whakakā e whakahē ngā tapanga me whai tohutohu wātea, ngā sidecar tohutoro kua ngaro, me ngā ataata kāore e taea te pānui i te ororongo, kaua ko te tuku i aua fallback.
e hiahiatia ana

Putanga

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"
  }
}
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
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} | nullKa wātea anake mō ngā tono kua whakakāhia `debug_dataset`; kei roto i tēnei pūranga tikiake 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/minimax/h3/ref2va/trainer.md. Ngā tauira me ngā aratohu katoa: https://doitong.com/developers/llms.txt