Marengo

Marengo

TwelveLabs
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About

CogVideoX is a text-to-video generation tool. Before running the model, please refer to this guide to see how we use the GLM-4 model to optimize the prompt. This is crucial because the model is trained with long prompts, and a good prompt directly affects the quality of the generated video. Contains the inference code and fine-tuning code of SAT weights. It is recommended to improve based on the CogVideoX model structure. Innovative researchers use this code to better perform rapid stacking and development. A detailed wooden toy ship with intricately carved masts and sails is seen gliding smoothly over a plush, blue carpet that mimics the waves of the sea. The ship's hull is painted a rich brown, with tiny windows. The carpet, soft and textured, provides a perfect backdrop, resembling an oceanic expanse. Surrounding the ship are various other toys and children's items, hinting at a playful environment.

About

Marengo is a multimodal video foundation model that transforms video, audio, image, and text inputs into unified embeddings, enabling powerful “any-to-any” search, retrieval, classification, and analysis across vast video and multimedia libraries. It integrates visual frames (with spatial and temporal dynamics), audio (speech, ambient sound, music), and textual content (subtitles, overlays, metadata) to create a rich, multidimensional representation of each media item. With this embedding architecture, Marengo supports robust tasks such as search (text-to-video, image-to-video, video-to-audio, etc.), semantic content discovery, anomaly detection, hybrid search, clustering, and similarity-based recommendation. The latest versions introduce multi-vector embeddings, separating representations for appearance, motion, and audio/text features, which significantly improve precision and context awareness, especially for complex or long-form content.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Individuals wanting an AI solution to generate videos using text prompts

Audience

Media companies, AI researchers, and platforms searching for a tool to build smart search engines, content discovery tools, recommendation systems, or video-analysis workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

$0.042 per minute
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

CogVideoX
github.com/zai-org/CogVideo

Company Information

TwelveLabs
Founded: 2021
United States
www.twelvelabs.io/product/models-overview#marengo

Alternatives

LTX

LTX

Lightricks

Alternatives

VideoPoet

VideoPoet

Google
Sora

Sora

OpenAI
Seedance 2.5

Seedance 2.5

ByteDance
Kling O1

Kling O1

Kling AI
LTX-2.3

LTX-2.3

Lightricks
Gen-4.5

Gen-4.5

Runway
Wan2.1

Wan2.1

Alibaba

Categories

Categories

Integrations

TwelveLabs

Integrations

TwelveLabs
Claim CogVideoX and update features and information
Claim CogVideoX and update features and information
Claim Marengo and update features and information
Claim Marengo and update features and information