Inception: Mercury Coder - Speedy AI for Coders

Experience rapid coding support with Mercury Coder's advanced AI.

Input: text Output: text Context: 128,000 tokens Release: 2025-04-30

Inception's Mercury Coder, released on April 30, 2025, is a text-to-text AI model designed to enhance coding efficiency. Utilizing a discrete diffusion approach, it operates 5-10 times faster than other models, maintaining high performance levels. With a substantial context length of 128,000 tokens, it facilitates seamless and responsive code completion and chat-based iterations. Mercury Coder accepts text inputs and outputs, making it a versatile tool for developers seeking quick and reliable assistance. Supported parameters include frequency penalty, max tokens, and more, allowing for tailored responses to meet specific coding needs.

Use Cases

Here are a few ways teams apply Inception: Mercury Coder in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Accelerate code completion with fast iterations

Enhance developer workflow with quick AI responses

Utilize large context for complex coding tasks

Customize responses with parameter options

Key Features

A quick look at the capabilities that make this model useful in real projects.

Discrete diffusion approach for enhanced speed

Operates 5-10x faster than optimized models

128,000 token context length for extensive tasks

Text-to-text input and output

Supports various customizable parameters

Specs

Overview

Vendor
inception

Model ID
inception/mercury-coder

Release
2025-04-30

Modalities & context

Input
text

Output
text

Context
128,000 tokens

Parameters & defaults

Supported parameters: frequency_penalty, max_tokens, presence_penalty, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p

Defaults: temperature 0, top_p 0.95

Benchmark tests: Inception: Mercury Coder

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:

Write 150 words on how AI might positively upend work, leisure and creativity

Artificial Intelligence (AI) is poised to transform various aspects of human life, including work, leisure, and creativity, in ways that could significantly enhance productivity, satisfaction, and innovation. In the realm of work, AI can automate routine tasks, reducing the need for manual labor and allowing employees to focus on more complex and creative activities. This shift not only increases efficiency but also opens up new job opportunities in fields such as AI development, data analysis, and strategic planning. Moreover, AI can provide personalized learning and development resources, helping workers acquire new skills and adapt to evolving job markets. In leisure, AI can offer tailored recommendations and experiences, enhancing personalization and enjoyment. For instance, AI-driven systems can suggest movies, books, or music based on individual preferences, creating more engaging and satisfying leisure activities. Additionally, AI can facilitate virtual reality experiences, making them more immersive and interactive, thereby enriching entertainment and relaxation. Regarding creativity, AI can serve as a powerful tool for artists, writers, and musicians, providing new inspiration and methods. AI algorithms can analyze vast amounts of data to generate original content, such as composing music, writing stories, or designing art, which can then be refined by human creators. This collaboration between AI and humans can lead to innovative and unique creations, pushing the boundaries of what is possible in creative fields. Furthermore, AI can assist in the design process by simulating different scenarios and outcomes, enabling creators to experiment and innovate more freely. Overall, AI has the potential to revolutionize work, leisure, and creativity, making each aspect more efficient, enjoyable, and innovative.

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up.end

/ˌəpˈend/

verb

To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.

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