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# benchmarks → deepseek → reinforcement-learning → open-source

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Thread by @suchenzang on Thread Reader App

This article discusses advancements in the Deepseek model, highlighting reduced attention complexity and innovations in reinforcement learning training. It also critiques the assumptions surrounding open-source large language models and questions the benchmarks used to evaluate their performance.
Saved by tldr-importer · Last saved February 14, 2026 · 3 min read
deepseek ✓ + llm reinforcement-learning ✓ benchmarks ✓ open-source ✓