Verified70% confidenceFactExact time
BERT, the GPT series, LLaMA, and Claude are all built on the Transformer architecture.
4
Sources
70%
Confidence
Long-term
Relevance
7/13/2026
First Seen
Sources
语言学转型NLP工程师：三条路径对比与最优策略
Related Claims
VerifiedModern LLMs (such as the GPT series, Claude, and Llama) are all based on the Transformer architecture, and their decoding process is essentially a Markov chain.79% similarUnverifiedTransformer 取代了此前主流的 RNN/LSTM 序列模型，成为 GPT、LLaMA、Claude 等主流大模型的基础结构79% similarVerifiedThe core innovation of the Transformer is the self-attention mechanism, and mainstream large models such as GPT, Claude, and Gemini are all built on the Transformer.78% similarVerified当前所有主流大模型（GPT、BERT、LLaMA等）都基于Transformer架构77% similarVerifiedModern AI systems such as GPT, BERT, and ChatGPT all have the Transformer as their core architecture.76% similar
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