Explore DeepSeek V3.2 Exp Model

DeepSeek V3.2 Exp: Efficient long-context text processing.

Input: text Output: text Context: 163,840 tokens Release: 2025-09-29

DeepSeek V3.2 Exp, released by DeepSeek on September 29, 2025, is an experimental text-to-text model designed to explore efficient transformer architectures. It features a large context window of 163,840 tokens and introduces DeepSeek Sparse Attention (DSA) for improved efficiency in long-context scenarios. Users can control reasoning behavior with a simple boolean parameter. The model supports various parameters like frequency_penalty, max_tokens, and temperature, making it versatile for research in efficient transformer design. While it maintains performance comparable to its predecessor, V3.1, it focuses on architectural optimizations rather than raw task accuracy.

Use Cases

Here are a few ways teams apply DeepSeek: DeepSeek V3.2 Exp in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Efficient long-context text analysis

Research in transformer optimizations

Exploring sparse attention mechanisms

Comparative studies with V3.1

Key Features

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

Experimental text-to-text model

DeepSeek Sparse Attention for efficiency

163,840 token context window

Control reasoning with a boolean

Supports diverse parameters

Research-oriented design

Specs

Overview

Vendor
deepseek

Model ID
deepseek/deepseek-v3.2-exp

Release
2025-09-29

Modalities & context

Input
text

Output
text

Context
163,840 tokens

Parameters & defaults

Supported parameters: frequency_penalty, include_reasoning, logprobs, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p

Defaults: temperature 0.6, top_p 0.95

Benchmark tests: DeepSeek: DeepSeek V3.2 Exp

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

AI promises to fundamentally reshape human existence by liberating us from routine. In work, it will automate mundane tasks, shifting our focus to strategic thinking, complex problem-solving, and empathetic roles, fostering a more fulfilling and human-centric economy. For leisure, AI will act as a hyper-personalized concierge, curating unique entertainment, travel, and learning experiences tailored to our deepest interests, making free time more enriching and adventurous. Most profoundly, in creativity, AI will serve as a collaborative partner for everyone. It will democratize artistic and intellectual expression, helping individuals compose music, write novels, or design innovations regardless of their prior training. This symbiosis won't replace human creativity but amplify it, unlocking unprecedented waves of collective imagination and personal growth.

Run this prompt on Upend.AI

Ready to try DeepSeek: DeepSeek V3.2 Exp?

Chat with DeepSeek V3.2 Exp

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.

Privacy Terms