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PEFT28 min read

The State Of LLMs 2025: Progress, Problems, and Predictions

A 2025 review of large language models, from DeepSeek R1 and RLVR to inference-time scaling, benchmarks, architectures, and predictions for 2026.

By Sebastian Raschka, PhDAhead of AI (Raschka)
The State Of LLMs 2025: Progress, Problems, and Predictions

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Originally published by Ahead of AI (Raschka) on Dec 30, 2025.

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