Mochi 1

VideogenereringTilgĂŚngelig
af CommunityModell-ID: mochi-1-genmo

Genmo's 10B open-weights text-to-video model. AsymmDiT architecture, 5.4s @ 480p.

Pris
≈ 0,5041 US$/kørsel
Billedformat
16:9, 9:16, 1:1
Input → output
Tekst → Video
Udvikler
Community
Opdateret
23. september 2026
01

Playground

Prøv Mochi 1

Input & resultat

≈ 0,5041 US$/kørsel
Prøv Mochi 1

0 / 2.000

Avancerede indstillinger (3)
Resultat
Din video vises her.

Denne kørsel

ca. 0,5041 US$ ¡ 50,41 credits

1,5121 US$ (151,21 credits) reserveres ved start; den faktiske GPU-tid faktureres.

For konti uden tidligere køb: kørsler over 2 credits krÌver en opladning.

Ny her?

10 gratis credits (0,10 US$) nür du tilmelder dig med Google

Kan bruges 24 timer efter tilmelding, op til 5 kørsler pr. dag og højst 2 credits pr. kørsel. Andre login-metoder starter uden credits.

02

Examples

Real outputs from the public examples of this model on Replicate, with the prompt and settings that produced them. They were not generated live on this page.
  • Prompt

    Close-up of a chameleon's eye, with its scaly skin changing color. Ultra high resolution 4k.

    LĂŚngde: 0:05

    Settings

    num_frames
    121
    fps
    24
  • Prompt

    A pristine snowglobe featuring a winter scene sits peacefully. The globe violently explodes, sending glass, water, and glittering fake snow in all directions. The scene is captured with high-speed photography.

    LĂŚngde: 0:05

    Settings

    num_frames
    121
    fps
    24
  • Prompt

    The video opens with a close-up of a woman in a white and purple outfit, holding a glowing purple butterfly. She has dark hair and walks gracefully through a traditional Japanese-style village at night

    LĂŚngde: 0:05

    Settings

    num_frames
    121
    fps
    24
03

Om Mochi 1

Kort sagtFra 23. september 2026

Mochi 1 er en model af Community i kategorien Videogenerering. På Railwail koster Mochi 1 ≈ 0,5041 US$ pr. kørsel. Understøttede billedformater: 16:9, 9:16 og 1:1.

Baggrund

Om Genmo

Grundlagt 2023 ¡ San Francisco, USA

Genmo was founded in 2023 by Paras Jain (CEO) and Ajay Jain (CTO), both PhDs from UC Berkeley's BAIR lab, with a focus on open-source generative video. The company released the early Replay product and the smaller GEN-1 video model before launching Mochi 1 in October 2024 as a 10B-parameter open-weight text-to-video model under the Apache 2.0 licence -- at the time the largest open-source video model with a fully permissive licence. Genmo positions Mochi 1 as a research foundation for the community to fine-tune, extend and study, in deliberate contrast to closed competitors. The company has raised over $30M from investors including NEA and the Y Combinator network.

Besøg Genmo

Arkitektur

Asymmetric Diffusion Transformer (AsymmDiT) at 10B parameters with custom 3D VAE

Mochi 1 is a 10B-parameter Asymmetric Diffusion Transformer (AsymmDiT) operating on a high-compression 3D causal Variational Autoencoder. The 'asymmetric' design uses dramatically more parameters for the video stream than for the text stream while sharing self-attention, on the hypothesis that visual modeling is the bottleneck for video generation. Position information uses 3D RoPE; the model is trained with Rectified Flow Matching at full resolution and high motion intensity. Text conditioning uses a T5-XXL encoder. Mochi 1 generates 5-second clips at 480p / 30 fps natively (with a 720p HD variant in preview at launch). Training is done on a curated, filtered video corpus with dense captions produced by an in-house captioner. The team explicitly report ablations on resolution scheduling, motion intensity filtering and caption quality.

Parametre
10 billion

Funktioner

  • 10B open-weight text-to-video model under Apache 2.0 (most permissive in class)
  • Asymmetric DiT design biased toward visual capacity
  • 5-second 480p / 30 fps clips natively, 720p variant in preview
  • Strong motion fidelity and prompt adherence relative to model size
  • Permissive licence enables fully commercial fine-tunes and derivatives
  • Runs on multi-GPU setups (4x H100) or quantised on single 80 GB H100
  • Active community ecosystem: image-to-video, LoRAs, ComfyUI nodes
  • Public benchmark contributions and reproducible training recipe
  • Best for: open research, commercial fine-tunes, custom pipelines.

TrĂŚning og licens

Curated filtered video corpus with dense captions from an in-house captioner; specific token / clip counts shared in the Genmo technical blog.

Licens: Apache 2.0 (fully permissive open-source licence on weights, code and inference).

Sikkerhedstests: Data-level filtering and recommended NSFW classifier for deployment; no formal RSP-style policy.

Kendte begrĂŚnsninger

  • Native resolution 480p in base model (720p in preview at launch)
  • 5-second clip duration
  • No audio
  • High inference cost relative to smaller open models
  • Quality below closed leaders (Veo 3, Sora 2, Kling v3) at similar duration
04

Priser

Priser i US-dollar. Forbrug debiteres fra forudbetalte credits.
Typisk kørsel (≈ 275 s på H100)0,5041 US$ pr. kørsel
GPU-tid (H100)0,00183 US$ pr. GPU-sekund
  • Faktureres efter den GPU-tid, som kørslen faktisk tager. NĂĽr kørslen starter, reserveres 3× den typiske pris fra din saldo og afregnes efterfølgende.
  • 1 kredit = 0,01 US$

Omkostningsberegner

Prisberegner

s

Typisk ifølge udbyderen: ca. 275,4 s

I alt

50,41 US$

5.041 credits

Pr. kørsel

0,5041 US$ ¡ 50,41 credits

Fakturering efter faktisk GPU-tid; dette er et estimat.

05

API

Kald Mochi 1 med din Railwail API-nøgle. Brug dette model-ID i anmodningen:
curl https://railwail.com/api/v1/videos/generations \
  -H "Authorization: Bearer $RAILWAIL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "mochi-1-genmo",
    "prompt": "A slow drone shot over a misty pine forest at sunrise"
  }'

# Response: {"job_id": "...", "status": "queued", ...}
# Poll until status is completed, failed or cancelled:
curl https://railwail.com/api/v1/jobs/JOB_ID \
  -H "Authorization: Bearer $RAILWAIL_API_KEY"
Indstil din nøgle som RAILWAIL_API_KEYOpret API-nøgle

Videoer køres asynkront: det første kald returnerer et job_id; forespørg /api/v1/jobs/JOB_ID, indtil status er completed.

06

Specifikationer

Model-ID
mochi-1-genmo
Udvikler
Community
Input
Tekst
Output
Video
Billedformat
16:9, 9:16, 1:1
Fakturering
Efter forbrug (tokens eller GPU-tid)
Modelstørrelse
10 billion
Licens
Apache 2.0 (fully permissive open-source licence on weights, code and inference).
Katalogelement opdateret
23. september 2026

Inputparametre

Inputs og indstillinger fra modellens inputskema. Eksemplet i API-afsnittet viser, hvilke af dem API'en accepterer.

  • promptpĂĽkrĂŚvet

    What video to generate

    Type: Tekst
    Standard: –
    Tilladte vĂŚrdier: op til 2.000 tegn
  • fps
    Type: Heltal
    Standard: 24
    Tilladte vĂŚrdier: 8 til 30
  • seed

    Optional seed for reproducibility

    Type: Heltal
    Standard: –
    Tilladte værdier: –
  • aspect_ratio
    Type: Valg
    Standard: 16:9
    Tilladte vĂŚrdier: 16:9, 9:16 eller 1:1
  • duration_sec
    Type: Heltal
    Standard: 5
    Tilladte vĂŚrdier: 1 til 6
  • motion_strength
    Type: Tal
    Standard: 0.5
    Tilladte vĂŚrdier: 0 til 1

Tags

  • genmo
  • mochi
  • text-to-video
  • open-weights
  • apache-2
  • pricing-tbd
07

AnvendelsestilfĂŚlde

Hvad det bruges til

  • Open-source research and pipelines
  • Commercial fine-tunes for branded styles
  • Image-to-video extensions
  • On-prem creative tools
  • Benchmark baseline for new models
  • Educational and reproducibility studies
08

Ofte stillede spørgsmül

Hvad er Mochi 1?

Mochi 1 er en model fra Community i kategorien Videogenerering. Pü Railwail kan du kalde den med en API-nøgle via Railwail API.

Hvad koster Mochi 1 pĂĽ Railwail?

På Railwail koster Mochi 1 ≈ 0,5041 US$ pr. kørsel. Du betaler for det, som hver anmodning faktisk bruger. Forbrug betales fra forudbetalte credits; 1 credit svarer til 0,01 US$.

Hvilke indstillinger understøtter Mochi 1?

Ifølge dens inputskema kender Mochi 1 disse parametre: prompt (op til 2.000 tegn), fps (8 til 30), seed, aspect_ratio (16:9, 9:16 eller 1:1), duration_sec (1 til 6) og motion_strength (0 til 1).

Hvor hurtig er Mochi 1?

Der er endnu ikke nok mülte kørsler af Mochi 1 pü Railwail til at angive en udførelsestid. Det afhÌnger af inputtet, indstillingerne og belastningen hos provideren.

Er Mochi 1 bedre end Google Veo 3.1?

Det afhĂŚnger af opgaven. Mochi 1 (Community) og Google Veo 3.1 (Google DeepMind) er begge modeller i kategorien Videogenerering. Sammenligningssiden viser deres priser og specifikationer side om side.

Sammenlign Mochi 1 og Google Veo 3.1

Hvordan bruger jeg Mochi 1 via API'en?

Opret en Railwail API-nøgle og send din anmodning med model-ID'en mochi-1-genmo. Kodeeksempler til curl, Python og JavaScript findes i API-sektionen pü denne side.

09

Sammenlignelige modeller

Alle i denne kategori

Brug Mochi 1 via API'en

En API-nøgle til alle modeller pü Railwail. Forbrug debiteres fra forudbetalte credits, 1 credit = 0,01 US$.