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ENTITY Through the Valley: Path to Effective Long CoT Training for Small Language Models

Through the Valley: Path to Effective Long CoT Training for Small Language Models

PulseAugur coverage of Through the Valley: Path to Effective Long CoT Training for Small Language Models — every cluster mentioning Through the Valley: Path to Effective Long CoT Training for Small Language Models across labs, papers, and developer communities, ranked by signal.

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    Local LLM measurements reveal issues with 'thinking' and self-critique

    Running local LLMs like Qwen3.5 4B requires careful measurement and verification, as results can be inconsistent. Enabling 'thinking' in some models can lead to empty responses if the token budget is exceeded, necessita…