ByteDance LLM family powering the Doubao assistant: multimodal MoE models (text, image, speech) with a deep thinking mode; the most popular AI chatbot in China.
Release date
1 August 2023
Access:APIHostedDeployment:☁ Cloud
Overview
Applications
Access & deployment
APIHosted
Cloud
Weights: Closed
Key parameters
✓ Tools · ✓ Fine-tuning
📥 Input: text, image, audio
Technical specification
License
Proprietary
Hardware requirements
A hosted (cloud) model, delivered as a service via the Volcano Engine platform and ByteDance apps; MoE architecture with an integrated training-inference design. No local deployment (closed weights).
Features:✓ Tool use✓ Fine-tuning
Modalities
⬇ Input
textimageaudio
⬆ Output
textaudiocode
Capabilities and applications
Native model capabilities
Reasoning
The model's ability to reason logically and solve complex problems.
Category: reasoning
Extended thinking mode
A reasoning-model variant with a larger inference budget: more thinking cycles, higher answer precision at the cost of response time. Choice between 'standard' and 'extended' thinking is left to the user (e.g. the selector in GPT-5.2 Pro).
Category: reasoning
Multi-step reasoning
Carrying out multi-step chains of reasoning across long, complex tasks.
Category: reasoning
Coding
Generating, analysing and modifying code in many programming languages. Covers writing functions, debugging, refactoring, code review, and creating tests. Measured by benchmarks such as HumanEval and SWE-bench.
Category: coding
Tool use
The model's ability to call external functions, APIs and tools during a conversation: calculator, search engine, code editor, database. The model decides when and how to use a tool and interprets its result.
Category: planning
Function Calling
Category: planning
Long context
Support for large context windows — tens to hundreds of thousands (or millions) of input tokens. Enables analysis of entire codebases, long documents, and many parallel conversations without losing earlier information. GPT-5.1 supports 400,000 tokens.
Category: language
Multilingual
Competence in many natural languages (from a few to over a hundred): understanding, generation, translation, and code-switching within a single conversation. Frontier models support a wide range of languages with comparable quality.
Category: language
Image understanding
Analysing and interpreting the content of images.
Category: vision
OCR
Recognising text within images and documents.
Category: vision
Structured output
Producing data in structured formats such as JSON.
Category: structured_generation
Instruction following
Precisely following instructions contained in the prompt: response format, length, style, constraints (e.g. 'reply in six words'). GPT-5.1 significantly improved this capability compared to GPT-5.
Category: language
Natural conversation
Conducting a conversation with a tone close to human: a warmer voice, empathy in emotional responses, humour, and avoiding the stiff 'AI assistant jargon'. Introduced as a deliberate improvement in GPT-5.1 Instant.
Category: language
Technical architecture
Core Architecture
Training Techniques
