趋近智
注意力结构
Multi-Head Attention
隐藏维度大小
-
层数
-
注意力头
-
键值头
-
激活函数
-
归一化
-
位置嵌入
Absolute Position Embedding
GPT-5 Pro represents OpenAI's frontier reasoning model, architected to address highly complex computational and logic-based challenges through a specialized thinking-heavy framework. Unlike standard autoregressive models that prioritize immediate token generation, the Pro variant utilizes a sophisticated internal routing system and extended test-time compute. This allows the model to explore multiple internal chain-of-thought paths and verify intermediate steps before finalizing an output. The system is designed for high-stakes enterprise applications, including autonomous software engineering, intricate financial modeling, and scientific analysis where structural integrity and factual precision are non-negotiable.
The underlying architecture is a dense, decoder-only transformer that integrates native multimodal capabilities for text and image processing. It features a massive 400,000-token context window through the API, partitioned to support approximately 272,000 input tokens and 128,000 output tokens. This expansive memory allows for the ingestion of entire technical repositories or multi-volume documentation without the loss of long-range dependencies. Technical refinements include the use of Rotary Positional Embeddings (RoPE) and advanced attention mechanisms to maintain nearly 100% information recall across its total context capacity.
From a development perspective, GPT-5 Pro introduces granular controls for 'reasoning_effort' and 'verbosity,' enabling engineers to tune the balance between latency and cognitive depth. The model is specifically optimized for agentic workflows, demonstrating superior reliability in multi-step planning and complex tool calling. It maintains a formal, structured tone suited for professional environments and is delivered as a proprietary service via the OpenAI API and ChatGPT Pro tiers, ensuring a high degree of consistency and safety through a unified intelligence system.
OpenAI's latest generation of language models featuring advanced reasoning capabilities, extended context windows up to 400K tokens, and specialized variants for coding, general intelligence, and efficiency. GPT-5 series introduces improved thinking modes, superior performance across benchmarks, and variants optimized for different use cases from high-capacity Pro models to efficient Nano models. Features native multimodal understanding, enhanced mathematical reasoning, and state-of-the-art coding abilities through Codex variants.
排名
#15
| 基准 | 分数 | 排名 |
|---|---|---|
Reasoning LiveBench Reasoning | 0.82 | 🥉 3 |
StackUnseen ProLLM Stack Unseen | 0.88 | 🥉 3 |
Mathematics LiveBench Mathematics | 0.86 | ⭐ 5 |
Agentic Coding LiveBench Agentic | 0.52 | 9 |
Data Analysis LiveBench Data Analysis | 0.72 | 11 |
Coding LiveBench Coding | 0.72 | 23 |