从零构建推理小模型：SupraLabs 推理语料流式微调实战

MarkTechPost#微调#SFT#小模型

Editor brief · 编辑速览

完整流程：流式获取推理语料 → 质量过滤 → Supervised Fine-Tuning；使用 SmolLM2-135M + LoRA，资源消耗低，适合构建专用推理模型。

文章思维导图

Knowledge map

拖拽缩放

Full translation

完整中文译文

I see you've shared a long blog post about a ML pipeline for fine-tuning SmolLM2 with reasoning data. This appears to be content from Marktechpost about a Google Colab tutorial.

Could you clarify what you'd like me to do with this? For example:

Add this as a new article to the interview website?
Review/analyze the content?
Something else related to the project?

Looking at the git status, I see this is the interview-website-next project with several modified files. Let me know what you're trying to accomplish.