Discover the Versatile Virtuoso Large Model

Virtuoso Large excels in cross-domain reasoning and creative tasks.

Input: text Output: text Context: 131,072 tokens Release: 2025-05-05

Arcee AI's Virtuoso Large, released on May 5, 2025, is a large language model designed for text-to-text tasks. With a context window of 131,072 tokens, it excels in handling extensive inputs like books and codebases. This model supports various input and output modalities, focusing on text, making it suitable for diverse applications such as creative writing and enterprise-level question answering. Virtuoso Large is fine-tuned through advanced training techniques, including DeepSeek R1 distillation and RLHF alignment, ensuring robust performance across challenging benchmarks. Its efficient KV-cache optimizations ensure low latency, even on substantial hardware setups, making it a practical choice for production environments.

Use Cases

Here are a few ways teams apply Arcee AI: Virtuoso Large in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Enhance enterprise QA systems

Improve creative writing processes

Analyze large codebases efficiently

Process extensive financial documents

Serve as a reliable fallback in AI pipelines

Key Features

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

72 billion parameters for comprehensive reasoning

128k context window for extensive input handling

Optimized for low latency on H100 nodes

Supports text-to-text input and output

Trained with DeepSeek R1 and RLHF techniques

Specs

Overview

Vendor
arcee-ai

Model ID
arcee-ai/virtuoso-large

Release
2025-05-05

Modalities & context

Input
text

Output
text

Context
131,072 tokens

Parameters & defaults

Supported parameters: frequency_penalty, logit_bias, max_tokens, min_p, presence_penalty, repetition_penalty, stop, temperature, tool_choice, tools, top_k, top_p

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: Arcee AI: Virtuoso Large

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 revolutionize work, leisure, and creativity in profoundly positive ways. In the workplace, AI can automate mundane tasks, freeing employees to focus on more strategic and creative endeavors. This shift not only enhances productivity but also boosts job satisfaction by reducing burnout and increasing opportunities for personal and professional growth. For instance, AI-driven analytics can provide deep insights, enabling better decision-making and innovation. In leisure, AI personalizes entertainment and educational experiences, tailoring content to individual preferences and learning styles. Virtual assistants can manage schedules, allowing more time for hobbies and relaxation. AI-generated content, from music to literature, can inspire new forms of entertainment and self-expression. Creatively, AI acts as a powerful tool, augmenting human capabilities. Artists and designers can use AI to generate ideas, experiment with new forms, and refine their work. AI can also democratize creativity, making tools and resources accessible to a broader audience, fostering a more inclusive and vibrant creative ecosystem. Overall, AI's potential to enhance and enrich our lives is vast, promising a future where work is more fulfilling, leisure is more enjoyable, and creativity knows no bounds.

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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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