New Model: Nanbeige4.2-3B (Looped Transformer, outperforms 4x size)

Reddit r/LocalLLaMA Models

Summary

Nanbeige4.2-3B is a new 3B parameter AI model using a looped transformer architecture that outperforms models 4x its size.

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Nanbeige/Nanbeige4.2-3B

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Nanbeige4.2-3B is a compact agentic model using Looped Transformer architecture, demonstrating strong performance on agentic and reasoning benchmarks at the 3B scale, outperforming larger models such as Qwen3.5-9B and Gemma4-12B.

Nanbeige4.2-3B: Unlocking Agentic Capabilities in a Compact Mode

arXiv cs.CL

Nanbeige4.2-3B is a compact 3B parameter general agentic model pretrained from scratch with a Looped Transformer, achieving strong agentic and reasoning performance, outperforming larger models on diverse benchmarks. The model and code are open-sourced.