Network Intelligence Research Center (NIRC)
Network Intelligence Research Center (NIRC)
Jul 13, 2025 · Artificial Intelligence

Getting Started with Hugging Face Transformers Trainer

This guide walks through the Hugging Face Transformers Trainer library, explaining its core features such as configurable training loops, mixed‑precision and gradient‑accumulation support, seamless distributed training via Accelerate and DeepSpeed, and provides a step‑by‑step example of converting a simple PyTorch CNN model to use Trainer.

AccelerateDeepSpeedDistributed Training
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Getting Started with Hugging Face Transformers Trainer
DevOps
DevOps
Apr 24, 2019 · Operations

2019 Accelerate State of DevOps Survey: Participation Guide, Insights, and Interview with Nicole Forsgren

This article introduces the 2019 Accelerate State of DevOps survey, explains how to join the questionnaire, provides background on previous reports, shares a detailed interview with Nicole Forsgren about research design and key findings such as architecture, cloud adoption, and outsourcing, and encourages community participation.

AccelerateDevOpsNicole Forsgren
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2019 Accelerate State of DevOps Survey: Participation Guide, Insights, and Interview with Nicole Forsgren