Explore DeepSeek Prover V2

Discover the power of logic and mathematics with DeepSeek Prover V2.

Input: text Output: text Context: 163,840 tokens Release: 2025-04-30

DeepSeek Prover V2, released by DeepSeek on April 30, 2025, is a robust text-to-text model with 671 billion parameters. It is speculated to be designed for tasks in logic and mathematics, making it a potential upgrade from its predecessor. The model supports a wide range of parameters, including frequency_penalty, max_tokens, and temperature, allowing users to fine-tune its outputs. With an impressive context window of 163,840 tokens, it can handle extensive and complex text inputs, providing detailed and coherent text outputs. Whether you're exploring logic puzzles or mathematical proofs, this model offers a versatile tool for text-based applications.

Use Cases

Here are a few ways teams apply DeepSeek: DeepSeek Prover V2 in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Solve complex logic puzzles

Develop mathematical proofs

Generate coherent text outputs

Fine-tune text generation tasks

Key Features

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

671B parameter model

Designed for logic and mathematics

163,840 token context window

Text-to-text modality

Supports diverse parameters

Released April 30, 2025

Specs

Overview

Vendor
deepseek

Model ID
deepseek/deepseek-prover-v2

Release
2025-04-30

Modalities & context

Input
text

Output
text

Context
163,840 tokens

Parameters & defaults

Supported parameters: frequency_penalty, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, temperature, top_k, top_p

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: DeepSeek: DeepSeek Prover V2

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

**How AI Might Positively Upend Work, Leisure, and Creativity** AI is poised to revolutionize daily life by enhancing productivity, leisure, and creative expression. In **work**, AI automates repetitive tasks, freeing employees to focus on strategic, meaningful work. It enables smarter decision-making through data analysis and supports remote collaboration with virtual assistants. In **leisure**, AI personalizes entertainment—recommending shows, curating music, or generating immersive gaming experiences. Virtual assistants streamline scheduling, allowing more time for hobbies, while AI-driven travel tools optimize itineraries. For **creativity**, AI acts as a collaborative partner, aiding artists, writers, and designers with inspiration and efficiency. Tools like generative AI help overcome creative blocks, democratizing art and storytelling. AI-powered platforms also enable rapid prototyping in fields like architecture and fashion. By augmenting human potential, AI fosters a future where work is more fulfilling, leisure is tailored, and creativity flourishes without limits. The key lies in harnessing its power ethically and inclusively.

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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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