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Qwen3-8B-Base

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04:00
2026-08-04
arxiv.org
machine-learning

Verifier-Induced Support Reshaping in On-Policy Optimization

A study from arXiv (arXiv:2608.00220v1) shows that on-policy reinforcement learning with verifiable rewards (RLVR) can improve the current objective while making successful behaviors for later objecti…

04:00
2026-07-31
machinebrief.com
large-language-models

HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs

Researchers introduced HSS-Synth, the first data synthesis pipeline for humanities and social sciences, generating 237,000 instruction-tuning samples that outperform 14 leading baselines on 16 benchma…

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