EPISODE · May 21, 2025 · 19 MIN
SmolLM2探秘：小模型的大作为
from AI Podcast · host weedge
深入探讨SmolLM2，一个17亿参数的小型语言模型，如何通过以数据为中心的训练和创新的数据集构建，在性能上超越同类模型。我们将揭示其多阶段预训练过程、专门数据集FineMath、Stack-Edu和SmolTalk的创建，以及后训练微调的秘诀。
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SmolLM2探秘：小模型的大作为
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This episode is 19 minutes long.
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This episode was published on May 21, 2025.
What is this episode about?
深入探讨SmolLM2，一个17亿参数的小型语言模型，如何通过以数据为中心的训练和创新的数据集构建，在性能上超越同类模型。我们将揭示其多阶段预训练过程、专门数据集FineMath、Stack-Edu和SmolTalk的创建，以及后训练微调的秘诀。
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