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[ARTICLE · art-46175] src=pub.towardsai.net ↗ pub= topic=large-language-models verified=true sentiment=· neutral

Encoder VS Decoder Bert VS GPT

A new article explains that encoder and decoder models like BERT and GPT share the same underlying architecture, with the key difference being which tokens each model is allowed to attend to during processing.

read1 min views1 publishedJul 1, 2026

They share the same architecture. The only real difference is which tokens each one is allowed to look at. Continue reading on Towards AI »

source & further reading
pub.towardsai.net — original article The Only Loop Engineering Roadmap You Need to Build Production-Ready AI Agents! Run the Neo4j MCP Server Locally with Docker (No Codespaces Needed) I Tested Claude Sonnet 5 vs Opus 4.8
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