Philipp Schmid

Technical Lead & Open-Source LLM Specialist | Ex-Technical Lead at Hugging Face

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ABOUT

Philipp Schmid is a leading AI engineer and open-source educator who served as Technical Lead at Hugging Face, driving partnerships with AWS, Google Cloud, and enterprise infrastructure providers. Philipp is widely followed for his production guides and open-source cookbooks on fine-tuning, serving, and evaluating open-weight foundation models.

Areas of focus

Professional niches

THE WORK BEHIND THE PROFILE

Proof of Work

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implementationChecked Sep 20, 2026

Production Open-Source LLM Fine-Tuning & Evaluation Cookbook with TRL and vLLM

Comprehensive production blueprint demonstrating automated DPO, SFT, and vLLM deployment pipelines with continuous evaluation harnesses on AWS SageMaker and Kubernetes.

Scope & limitations

Requires careful GPU memory budget tuning when scaling multi-GPU distributed tensor parallelism across heterogenous cluster nodes.

Context: Hugging Face TRL, vLLM, PyTorch, Ray, and AWS SageMaker.

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