Description
d3-ultra is the latest 27B multimodal decision model from the vLLM Semantic Router, designed to handle complex decision-making tasks. This model can process inputs in the form of text, JSON, images, and videos, allowing users to ask a variety of questions such as making choices, answering yes or no, rating on a scale, or identifying objects within images or videos. The model reads the input once per request and provides a probability for each answer, ensuring efficient processing without generating text.
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One of the standout features of d3-ultra is its ability to handle long contexts, supporting up to 131,072 tokens per question. This capability is particularly beneficial for tasks that require extensive data analysis and decision-making. The model operates on a single AMD Instinct MI325X, offering impressive performance metrics, with the ability to answer multiple questions about the same input with minimal additional processing time.
d3-ultra is licensed under Apache-2.0, making it accessible for a wide range of applications. Users can try the model for free via the official API, which serves as an excellent opportunity to explore its capabilities. The model's performance has been evaluated against other models like GLiDE V1.2 and d3-turbo, showcasing its strengths in various domains.
The model is particularly effective in scenarios requiring precise decision-making, such as evaluating art, analyzing scientific data, or processing complex visual inputs. Its ability to provide a single box with confidence for object detection tasks makes it a valuable tool for industries that rely on accurate image and video analysis.
- CategoryAI Models & LLMs
- Pricing ModelFreemium
- DeploymentCloud
- PlatformsWeb
d3-ultra Highlights
27B multimodal decision model
Processes text, JSON, images, and videos
Answers with probabilities
Supports up to 131,072 tokens per question
Operates on AMD Instinct MI325X
Apache-2.0 license
Free API available
Efficient input processing
Getting Started with d3-ultra
Access model: visit official space
Authenticate: obtain API key
Set up environment: configure system
Integrate via API: connect to application
Optimize: refine model usage
d3-ultra's Use Cases
- Art Analysis
- Scientific Data Processing
- Visual Object Detection
- Decision-Making Tasks
- Multimodal Input Processing
