Multimodal
Language Models

Introducing the Hive Vision Language Model, a multimodal language model optimized for tasks like content tagging and moderation

Multimodal
Language Models

Introducing the Hive Vision Language Model, a multimodal language model optimized for tasks like content tagging and moderation

How customers use our Multimodal Language Models

Content Moderation at Scale

Platforms detect harmful content in complex images and text cases to ensure safer user experiences while maintaining compliance.

Content Moderation at Scale

Platforms detect harmful content in complex images and text cases to ensure safer user experiences while maintaining compliance.

Enhance Accessibility

Generate multilingual, context-rich descriptions for images and videos, making visual content more accessible and improving inclusivity across platforms.

Enhance Accessibility

Generate multilingual, context-rich descriptions for images and videos, making visual content more accessible and improving inclusivity across platforms.

Improve Advertising and Insights

Advertisers and platforms analyze visuals to understand ad content, context, and placement opportunities, while gaining deeper insights for data-driven strategies.

Improve Advertising and Insights

Advertisers and platforms analyze visuals to understand ad content, context, and placement opportunities, while gaining deeper insights for data-driven strategies.

Content Moderation at Scale

Platforms detect harmful content in complex images and text cases to ensure safer user experiences while maintaining compliance.

Enhance Accessibility

Generate multilingual, context-rich descriptions for images and videos, making visual content more accessible and improving inclusivity across platforms.

Improve Advertising and Insights

Advertisers and platforms analyze visuals to understand ad content, context, and placement opportunities, while gaining deeper insights for data-driven strategies.

What makes our Hive Vision Language Model unique

Deeper Context, Smarter Moderation

Our model goes beyond traditional image-to-text outputs. With advanced training, it tackles complex moderation scenarios, delivering interactive and context-aware judgments.

Deeper Context, Smarter Moderation

Our model goes beyond traditional image-to-text outputs. With advanced training, it tackles complex moderation scenarios, delivering interactive and context-aware judgments.

Precision You Can Trust

In our visual moderation evaluations, our Hive VLM outperformed Llama 3.2 11B, helping to better moderate complex content effectively at scale.

Precision You Can Trust

In our visual moderation evaluations, our Hive VLM outperformed Llama 3.2 11B, helping to better moderate complex content effectively at scale.

Uncover the Full Story

Our model enables real-time insights by answering questions about images. This empowers platforms to make confident, informed decisions in challenging moderation scenarios.

Uncover the Full Story

Our model enables real-time insights by answering questions about images. This empowers platforms to make confident, informed decisions in challenging moderation scenarios.

Accurate responses for a wide range of multimodal use cases

Explore everything you can achieve with our API in the documentation. From generating detailed captions to answering contextual questions, our models deliver reliable results for text, image, and video inputs.

Input : image (gif, jpg, png, webp) or video (mp4, webm, avi, mkv, wmv, mov), prompt

Response : Clear, accurate captions, direct answers to your questions, or moderation scoring —powered by our advanced Vision models.

Why choose our Multimodal Language Models

Interactive descriptions

Our models not only provide captions, but also allow the user to gain further details by asking questions about the image.

Interactive descriptions

Our models not only provide captions, but also allow the user to gain further details by asking questions about the image.

Accurate captions

In customer-led evaluations, our Multimodal Language Models significantly outperform comparable solutions—don’t just trust us, test us!

Accurate captions

In customer-led evaluations, our Multimodal Language Models significantly outperform comparable solutions—don’t just trust us, test us!

Speed at scale

We handle high volume with ease and efficiency, serving real-time responses to billions of API calls per month.

Speed at scale

We handle high volume with ease and efficiency, serving real-time responses to billions of API calls per month.

Proactive updates

Our Multimodal Language Model is regularly upgraded to improve performance and keep up with evolving customer needs.

Proactive updates

Our Multimodal Language Model is regularly upgraded to improve performance and keep up with evolving customer needs.

Simple integration

Get accurate image descriptions on demand. Integrate our Multimodal Language Model into any application with just a few clicks.

Simple integration

Get accurate image descriptions on demand. Integrate our Multimodal Language Model into any application with just a few clicks.

Speed at scale

We handle high volume with ease and efficiency, serving real-time responses to billions of API calls per month.

Proactive updates

Our Multimodal Language Model is regularly upgraded to improve performance and keep up with evolving customer needs.

Simple integration

Get accurate image descriptions on demand. Integrate our Multimodal Language Model into any application with just a few clicks.

Simple usage based pricing so you only pay for what you use

Multimodal Language Model Pricing Details

Model

Pricing

Unit

Hive Vision Language Model

$0.50

1M Input Tokens

$2.50

1M Output Tokens

Note:
For Hive Vision Language Model, each input image is broken down into up to 6 tiles depending on the aspect ratio, and each tile is 256 Input Tokens.

Explore related products from Hive

Image Generation

Generate images using
text promptsGenerate images using text prompts

Image Generation

Generate images using
text promptsGenerate images using text prompts

Learn More

Contextual Scene Classification

Identify a variety of objects and settings in visual content for tagging and contextual advertising

Contextual Scene Classification

Identify a variety of objects and settings in visual content for tagging and contextual advertising

Learn More

Visual Moderation

Best-in-class moderation for a wide variety of visual content types, including images, videos, and GIFs

Visual Moderation

Best-in-class moderation for a wide variety of visual content types, including images, videos, and GIFs

Learn More

Image Generation

Generate images using
text promptsGenerate images using text prompts

Contextual Scene Classification

Identify a variety of objects and settings in visual content for tagging and contextual advertising

Visual Moderation

Best-in-class moderation for a wide variety of visual content types, including images, videos, and GIFs

Hive

MultimodalLanguage Models

Introducing the Hive Vision Language Model, a multimodal language model optimized for tasks like content tagging and moderation

MultimodalLanguage Models

Introducing the Hive Vision Language Model, a multimodal language model optimized for tasks like content tagging and moderation

How customers use our Multimodal Language Models

How customers use our Multimodal Language Models

Content Moderation at Scale

Content Moderation at Scale

Platforms detect harmful content in complex images and text cases to ensure safer user experiences while maintaining compliance.

Enhance Accessibility

Enhance Accessibility

Generate multilingual, context-rich descriptions for images and videos, making visual content more accessible and improving inclusivity across platforms.

Improve Advertising and Insights

Improve Advertising and Insights

Advertisers and platforms analyze visuals to understand ad content, context, and placement opportunities, while gaining deeper insights for data-driven strategies.

Content Moderation at Scale

Enhance Accessibility

Improve Advertising and Insights

What makes our Hive Vision Language Model unique

What makes our Hive Vision Language Model unique

Deeper Context, Smarter Moderation

Deeper Context, Smarter Moderation

Our model goes beyond traditional image-to-text outputs. With advanced training, it tackles complex moderation scenarios, delivering interactive and context-aware judgments.

Precision You Can Trust

Precision You Can Trust

In our visual moderation evaluations, our Hive VLM outperformed Llama 3.2 11B, helping to better moderate complex content effectively at scale.

Uncover the Full Story

Uncover the Full Story

Our model enables real-time insights by answering questions about images. This empowers platforms to make confident, informed decisions in challenging moderation scenarios.

Accurate responses for a wide range of multimodal use cases

Accurate responses for a wide range of multimodal use cases

Why choose our Multimodal Language Models

Why choose our Multimodal Language Models

Interactive descriptions

Interactive descriptions

Our models not only provide captions, but also allow the user to gain further details by asking questions about the image.

Accurate captions

Accurate captions

In customer-led evaluations, our Multimodal Language Models significantly outperform comparable solutions—don’t just trust us, test us!

Speed at scale

Speed at scale

We handle high volume with ease and efficiency, serving real-time responses to billions of API calls per month.

Proactive updates

Proactive updates

Our Multimodal Language Model is regularly upgraded to improve performance and keep up with evolving customer needs.

Simple integration

Simple integration

Get accurate image descriptions on demand. Integrate our Multimodal Language Model into any application with just a few clicks.

Speed at scale

Proactive updates

Simple integration

Simple usage based pricing so you only pay for what you use

Simple usage based pricing so you only pay for what you use

Multimodal Language Model Pricing Details

Model

Pricing

Unit

Explore related products from Hive

Explore related products from Hive

Image Generation

Image Generation

Generate images using text promptsGenerate images using text prompts

Learn More

Contextual Scene Classification

Contextual Scene Classification

Identify a variety of objects and settings in visual content for tagging and contextual advertising

Learn More

Visual Moderation

Visual Moderation

Best-in-class moderation for a wide variety of visual content types, including images, videos, and GIFs

Learn More

Image Generation

Generate images using text promptsGenerate images using text prompts

Contextual Scene Classification

Identify a variety of objects and settings in visual content for tagging and contextual advertising

Visual Moderation

Best-in-class moderation for a wide variety of visual content types, including images, videos, and GIFs

Ready to build something?

Ready to build something?

Multimodal
Language Models

Multimodal
Language Models

Generate images using
text promptsGenerate images using text prompts

Generate images using
text promptsGenerate images using text prompts