Mercury Coder
Explore the revolutionary capabilities of Mercury Coder, the first commercial diffusion-based language model designed for unparalleled speed and quality in code generation.

Introduction to Mercury Coder
Mercury Coder is a pioneering large language model utilizing a diffusion-based architecture that processes tokens in parallel, dramatically enhancing text generation speed and quality.
- Diffusion ArchitectureEmploys diffusion, refining text iteratively to enhance output quality and speed.
- Ultra-Fast SpeedGenerates over 1,000 tokens per second, significantly faster than traditional models.
- High PerformanceExcels in coding tasks, producing superior code snippets accurately across programming languages.
Why Choose Mercury Coder?
Explore the unparalleled benefits of using Mercury Coder, a groundbreaking diffusion-based language model for code generation and complex text tasks.



Features of Mercury Coder
Mercury Coder is an innovative large language model developed by Inception Labs, designed to transform the landscape of AI-driven code generation and text processing with its unique diffusion-based approach.
Diffusion-Based Architecture
Employs a diffusion-based architecture akin to image and video generation models, processing all tokens simultaneously for faster and more accurate text generation.
High-Speed Token Generation
Capable of generating over 1,000 tokens per second, significantly outpacing other models like GPT-4 and enabling quick response times for developers.
Benchmark Excellence
Achieves high performance on coding benchmarks such as HumanEval and MBPP, often outperforming existing models while maintaining superior speed advantages.
Scalability and Efficiency
Supports extensive scalability, handling up to 100,000 tokens and enabling real-time collaboration for large documents and multi-user environments.
Versatile Code Generation
Excels in generating code snippets in multiple languages, supporting complex applications and long-form text handling with high accuracy.
Wide Accessibility and Deployment
Available for public testing and enterprise use, with options for API access and local deployment to suit various organizational needs.
Mercury Coder at a Glance
Explore the groundbreaking advancements of Mercury Coder with these impressive statistics that define its performance and capabilities.
Adopted by
5000+
users
Supports
30+
languages
Generates
1000+
tokens/sec
What Users Are Saying About Mercury Coder
Testimonials from our users and experts highlight Mercury Coder's innovations and benefits.
Alex
Software Developer
Mercury Coder has dramatically improved our code productivity with its fast text generation and high-quality outputs.
Sam
Tech Strategist
The diffusion-based method used by Mercury Coder revolutionizes the way we generate and refine text.
Jamie
Backend Engineer
I am impressed by Mercury Coder's speed and its ability to handle complex coding tasks effortlessly.
Taylor
Project Manager
Switching to Mercury Coder has led to quicker development cycles and more efficient workflows.
Jordan
IT Consultant
The ultra-fast speeds of Mercury Coder makes it the go-to model for high-demand coding environments.
Casey
AI Researcher
Mercury Coder highlights the next step in language model evolution with its innovative and scalable solutions.
Your Questions About Mercury Coder Answered
Learn more about Mercury Coder with answers to commonly asked questions.
What makes Mercury Coder unique?
Mercury Coder stands out for its diffusion-based architecture that allows for simultaneous token processing, leading to significantly faster and higher-quality outputs.
How does the diffusion-based approach work?
Mercury Coder employs a diffusion method, starting with a noisy representation and iteratively denoising it to generate coherent outputs.
How fast is Mercury Coder?
Mercury Coder can generate up to 1,109 tokens per second, far exceeding the rates of traditional autoregressive models.
What are the primary applications of Mercury Coder?
Mercury Coder excels in coding tasks, long contextual conversations, and complex text processing applications.
How can I use or access Mercury Coder?
You can try Mercury Coder via a demo at chat.inceptionlabs.ai or acquire enterprise options through contacting [email protected].
How does Mercury Coder perform on coding benchmarks compared to others?
Mercury Coder achieves competitive performance on multiple coding benchmarks, sometimes surpassing models like GPT-4.
What options do enterprises have for deploying Mercury Coder?
Enterprises can deploy Mercury Coder locally or access it through APIs provided for secure and customizable use cases.
What hardware is optimized for Mercury Coder?
Mercury Coder is optimized for NVIDIA H100 GPUs, ensuring robust performance on widely accessible hardware.
Why is Mercury Coder considered innovative?
Mercury Coder represents a paradigm shift by applying diffusion techniques, previously reserved for image generation, to text processing effectively.
Where can I find more information or request a demo?
You can reach out to Inception Labs via their published contact channels for more details about technical and deployment options.
Experience Mercury Coder
Discover the cutting-edge Mercury Coder, revolutionizing the world of coding with its unparalleled speed and precision using diffusion-based technology.