Ruka hadi kwenye maudhui

MiniMax H3 Image to Video Audio LoRA Trainer

Unganisha

Kitambulisho cha modeli minimax/h3/i2v/trainer
# 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/minimax/h3/i2v/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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Ombi hili: $ 20.00 salio za API 20,000 · ≈ ₽ 2,151.59 Iendeshe kwenye ukurasa huu

Pata ufunguo wa API
MiniMax Mafunzo 1–60 s #utility#editing

Kifundisha LoRA kinachofundisha image-to-video ya fremu ya kwanza yenye sauti kutoka kwenye klipu za video

Imetengenezwa kwenye Doitong

Kazi za umma zilizotengenezwa kwa MiniMax H3 na jumuiya ya Doitong. Tumia tena kidokezo kwa kubofya mara moja.

Kazi za umma zilizoonyeshwa: 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...

Video

Используй это изображение как точный референс. Вертикальное реалистичное видео 9:16, тёплая кинематографичная ночная сцена в спальне. Полностью сохранить лица Ани и Павла, их внешность, причёски, одежду, освещение, кровать, панорамные окна и ночной город. Камера статичная, средний крупный план....

Unda ombi

Vidhibiti vinazalishwa kutoka kwenye schema ya modeli. Msimbo na bei husasishwa unapovibadilisha.

resolution chaguomsingi medium

Mwonekano wa mafunzo. Kuongeza mwonekano huongeza mahitaji ya kumbukumbu.

aspect_ratio chaguomsingi 16:9

Chagua uwiano wa pande wa mafunzo kutoka seti ileile inayopatikana kupitia MiniMax H3 API.

•inahitajika

URL ya ZIP yenye video za mafunzo katika muundo wa .mp4, .mov, .avi, au .mkv; angalau klipu 10 zinapendekezwa, na mikusanyiko mikubwa hupendelewa. Picha haziwezi kuwa nyenzo za mafunzo: seti za data za picha pekee na nyaraka zinazochanganya picha za mafunzo na video hukataliwa, ingawa baadhi ya endpoint huruhusu picha kama sidecar za conditioning. Faili za manukuu za hiari zinaweza kuambatana na klipu, huku kila faili ya maandishi ikishiriki jina la msingi la video yake.

chaguomsingi 2000

Jumla ya idadi ya hatua za mafunzo.

Ya kina rank · trigger_phrase · learning_rate · number_of_frames · frame_rate · first_frame_conditioning_p · split_input_duration_threshold · auto_scale_input · split_input_into_scenes · debug_dataset · strict_dataset
rank chaguomsingi 32

Daraja la urekebishaji la LoRA, linalobadilisha matumizi makubwa ya kumbukumbu kwa uwezo mkubwa zaidi kadiri mpangilio unavyoongezeka.

chaguomsingi

Kauli ya uanzishaji wa mtindo wa LoRA, inayowekwa mwanzoni mwa manukuu wakati wa mafunzo.

chaguomsingi 0.0002

Kiwango cha kujifunza cha uboreshaji, kinachosawazisha ongezeko linalowezekana la kasi ya mafunzo dhidi ya hatari ya overfitting kinapoongezwa.

chaguomsingi 73

Idadi ya fremu kwa kila sampuli ya mafunzo; kuigawa kwa 17 lazima kuache salio la 5. Mifano ni 22, 39, 56, 73, 90, 107, na 124.

chaguomsingi 24

Kasi lengwa ya fremu ya video, inayopimwa kwa fremu kwa sekunde.

chaguomsingi 0.5

Boresha utendaji wa image-to-video kwa kuongeza mara ambazo mafunzo hutumia masharti ya fremu ya kwanza; thamani hii huweka uwezekano huo.

chaguomsingi 30

Kichocheo cha kugawa mandhari kinachoonyeshwa kama muda kwa sekunde: video ndefu kuliko kizingiti pekee ndizo hugawanywa.

POST /run/minimax/h3/i2v/trainer?wait=20 makadirio → $ 20.00
# 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/minimax/h3/i2v/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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Endesha ombi hili

Key yako inabaki kwenye kivinjari hiki: inatumwa kwa Doitong API pekee na kuhifadhiwa (localStorage) tu ukiweka tiki kwenye Kumbuka. Pata ufunguo wa API

Kuhusu MiniMax H3 Image to Video Audio LoRA Trainer

Hufundisha LoRA kutoka kwenye zip ya klipu za video katika `training_data_url`, kwa kutumia masharti ya fremu ya kwanza ili picha tuli iweze kuhuishwa kuwa video. Seti ya data lazima iwe na video pekee. Mipangilio inajumuisha `rank` ya 8 hadi 128, `number_of_steps` hadi 15000, `number_of_frames` kutoka 22 hadi 124, `frame_rate` kutoka 8 hadi 60 na `trigger_phrase`. Hutoa uzani wa LoRA na faili la usanidi.

Vigezo

JinaAina ChaguomsingiInaruhusiwa Maelezo
training_data_urlinahitajika
Ainastring
URL ya ZIP yenye video za mafunzo katika muundo wa .mp4, .mov, .avi, au .mkv; angalau klipu 10 zinapendekezwa, na mikusanyiko mikubwa hupendelewa. Picha haziwezi kuwa nyenzo za mafunzo: seti za data za picha pekee na nyaraka zinazochanganya picha za mafunzo na video hukataliwa, ingawa baadhi ya endpoint huruhusu picha kama sidecar za conditioning. Faili za manukuu za hiari zinaweza kuambatana na klipu, huku kila faili ya maandishi ikishiriki jina la msingi la video yake.
ranksi lazima
Ainaenum
Chaguomsingi32
8163264128
Daraja la urekebishaji la LoRA, linalobadilisha matumizi makubwa ya kumbukumbu kwa uwezo mkubwa zaidi kadiri mpangilio unavyoongezeka.
number_of_stepssi lazima
Ainainteger
Chaguomsingi2000
1 – 15,000
Jumla ya idadi ya hatua za mafunzo.
learning_ratesi lazima
Ainanumber
Chaguomsingi0.0002
0.000001 – 1
Kiwango cha kujifunza cha uboreshaji, kinachosawazisha ongezeko linalowezekana la kasi ya mafunzo dhidi ya hatari ya overfitting kinapoongezwa.
number_of_framessi lazima
Ainainteger
Chaguomsingi73
22 – 124
Idadi ya fremu kwa kila sampuli ya mafunzo; kuigawa kwa 17 lazima kuache salio la 5. Mifano ni 22, 39, 56, 73, 90, 107, na 124.
frame_ratesi lazima
Ainainteger
Chaguomsingi24
8 – 60
Kasi lengwa ya fremu ya video, inayopimwa kwa fremu kwa sekunde.
resolutionsi lazima
Ainaenum
Chaguomsingimedium
lowmediumhigh
Mwonekano wa mafunzo. Kuongeza mwonekano huongeza mahitaji ya kumbukumbu.
aspect_ratiosi lazima
Ainaenum
Chaguomsingi16:9
21:916:94:31:13:49:16
Chagua uwiano wa pande wa mafunzo kutoka seti ileile inayopatikana kupitia MiniMax H3 API.
trigger_phrasesi lazima
Ainastring
Chaguomsingi
Kauli ya uanzishaji wa mtindo wa LoRA, inayowekwa mwanzoni mwa manukuu wakati wa mafunzo.
first_frame_conditioning_psi lazima
Ainanumber
Chaguomsingi0.5
0 – 1
Boresha utendaji wa image-to-video kwa kuongeza mara ambazo mafunzo hutumia masharti ya fremu ya kwanza; thamani hii huweka uwezekano huo.
auto_scale_inputsi lazima
Ainaboolean
Chaguomsingifalse
Iwapo fps lengwa na idadi ya fremu zitalinganishwa kupitia kuongeza ukubwa wa video kiotomatiki; true huwezesha marekebisho haya.
split_input_into_scenessi lazima
Ainaboolean
Chaguomsingitrue
Ugawaji wa mandhari kwa video zinazozidi kizingiti cha muda, ukiwashwa wakati true.
split_input_duration_thresholdsi lazima
Ainanumber
Chaguomsingi30
1 – 60
Kichocheo cha kugawa mandhari kinachoonyeshwa kama muda kwa sekunde: video ndefu kuliko kizingiti pekee ndizo hugawanywa.
debug_datasetsi lazima
Ainaboolean
Chaguomsingifalse
Hali ya ukaguzi wa uchakataji awali kwa kuangalia video, picha na manukuu kabla ya uendeshaji kamili wa mafunzo. Kuiwasha humfanya mkufunzi arudishe seti ya data ya mafunzo iliyochakatwa katika jalada linaloweza kupakuliwa kwa ukaguzi wa mikono.
strict_datasetsi lazima
Ainaboolean
Chaguomsingifalse
Ushughulikiaji mkali wa matatizo ya uchakataji wa awali ambayo vinginevyo yangeandikwa kwenye logi na kutatuliwa kwa kutumia fallback zilizoandikwa. Kuiwezesha hukataa manukuu yanayohitaji vidokezo tupu, keyframe za sidecar zinazokosekana, na video zenye sauti isiyosomeka badala ya kutumia kidokezo tupu, fremu ya klipu, au ukimya, mtawalia.
inahitajika

Tokeo

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "minimax/h3/i2v/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": 20000,
    "usd": "20.00",
    "charged": 20000,
    "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.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
Faili zako, chaguo lakoKila outputs[].url ni nakala kwenye hifadhi yetu: huhifadhiwa milele (hutozwa kwa GB kwa mwezi) au 7 siku bila malipo, kulingana na mpangilio wa akaunti yako au ?storage=.
Muundo uleule kwenye kila modelitype, url, content_type, width, height na duration, kwa picha, video na sauti. output ni kitu cha matokeo cha modeli yenyewe.
Sehemu za tokeo
lora_file
object {url, content_type, file_name, file_size}URL ya uzito wa LoRA uliofunzwa katika umbizo la .safetensors.
config_file
object {url, content_type, file_name, file_size}Usanidi wa kuweka endpoint ya uelekezaji.
debug_dataset
object {url, content_type, file_name, file_size} | nullInapatikana tu kwa maombi yenye `debug_dataset` iliyowezeshwa; jalada hili linaloweza kupakuliwa huhifadhi data ya mafunzo baada ya uchakataji wa awali.

Miundo zaidi: Mafunzo

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/minimax/h3/i2v/trainer.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt