Skill issue: stop deploying vision language models, use them with Skills to build e2e vision apps on edge

Official Schedule Context

Official Description

With the boom of vision language models barrier of entry to build vision apps are much lower so

developers tend to use them right away. However, these models are very large and inefficient in

production. In this talk, I will go through combining vision language models with Skills to build

end-to-end vision apps from training to deployment using HF Skills, on top of showing the state-of-

the-art in small computer vision/multimodal models.

Related YouTube Video

Self-Training Agents: Hermes Agent, HF Traces, Skills, MCP & Finetuning — Merve Noyan, Hugging Face (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

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Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.

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