Overview
Diffusion-based approach to language generation is pioneered and inspired by advanced AI systems for images and video like Midjourney and Sora and provides unprecedented speed, quality, and generative control. Our diffusion large language models (dLLMs) provide: 1. Unparalleled speed 2. Improved efficiency 3. Enhanced quality.
Highlights
- Unparalleled speed - 5-10X faster than than traditional LLMs.
- Improved efficiency - 5-10X cheaper than traditional LLMs.
- Enhanced quality - 2X model size with the same latency and cost.
Details
Unlock automation with AI agent solutions

Features and programs
Financing for AWS Marketplace purchases
Pricing
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Dimension | Description | Cost/host/hour |
|---|---|---|
ml.g5.12xlarge Inference (Batch) Recommended | Model inference on the ml.g5.12xlarge instance type, batch mode | $5.00 |
ml.p5.48xlarge Inference (Real-Time) Recommended | Model inference on the ml.p5.48xlarge instance type, real-time mode | $6.25 |
ml.g5.24xlarge Inference (Batch) | Model inference on the ml.g5.24xlarge instance type, batch mode | $5.00 |
ml.g5.48xlarge Inference (Batch) | Model inference on the ml.g5.48xlarge instance type, batch mode | $5.00 |
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Delivery details
Amazon SageMaker model
An Amazon SageMaker model package is a pre-trained machine learning model ready to use without additional training. Use the model package to create a model on Amazon SageMaker for real-time inference or batch processing. Amazon SageMaker is a fully managed platform for building, training, and deploying machine learning models at scale.
Version release notes
- First release
Additional details
Inputs
- Summary
Our model takes inputs in OpenAI-compatible chat completions format:
{ "messages": [ { "role": "user", "content": "Hello! How are you?" } ], "stream": false, "max_tokens": 1024 }
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