Steven Gonsalvez

Software Engineer

VibeThinker: 3B param model that beats Opus 4.5 on reasoning with novel SFT+GRPO

Why CEREBRO kept it

Novel SFT+GRPO technique beating Opus; LLM mechanics.

The text below is an automated extraction of the article at https://arxiv.org/abs/2606.16140, stored verbatim in the public cerebro-vault repository. Copyright remains with the original publisher (arxiv.org).

Computer Science > Artificial Intelligence [Submitted on 15 Jun 2026] Title:VibeThinker-3B: Exploring the Frontier of Verifiable Reasoning in Small Language Models View PDF HTML (experimental)Abstract:This technical report introduces VibeThinker-3B, a compact dense model with 3B parameters developed to investigate how far verifiable reasoning can be pushed within a strictly small-model regime. Building upon the Spectrum-to-Signal post-training paradigm, we systematically enhance the model through an optimized pipeline that includes curriculum-based supervised fine-tuning, multi-domain re

Community take

VibeThinker excels at Python reasoning but fails outside its domain: found zero security bugs in benchmark, won't generalize to other languages.

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