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SRL converts expert trajectories into per-step rewarded actions and lets models produce private reasoning spans before each action, giving dense learning signals that boost 7B open models on hard math and coding tasks
'Alibaba introduces two 4B-parameter models with native 256K token context windows: an Instruct model for concise multilingual responses and a Thinking model for explicit chain-of-thought reasoning, both optimized for consumer deployments.'
Small language models are emerging as efficient and cost-effective alternatives to large language models for many agentic AI tasks, promising more practical and sustainable AI deployment.
Yubei Chen, co-founder of Aizip, shares insights on developing ultra-efficient AI models for edge devices and the future of autonomous edge AI powered by innovative automation.