← Bruno Pistone

Publications

AWS blog posts and documentation contributions on foundation model customization, distributed training, and MLOps. Blog posts across the AWS Artificial Intelligence and AWS for Industries blogs, 2021–Present.

AWS Blog

2026 2 posts

Train CodeFu-7B with veRL and Ray on Amazon SageMaker Training jobs Feb · Artificial Intelligence Scale LLM fine-tuning with Hugging Face and Amazon SageMaker AI Feb · Artificial Intelligence

2025 6 posts

How Amazon Search increased ML training twofold using AWS Batch for Amazon SageMaker Training jobs Nov · Artificial Intelligence Customize Amazon Nova in Amazon SageMaker AI using Direct Preference Optimization Jul · Artificial Intelligence End-to-End model training and deployment with Amazon SageMaker Unified Studio Jul · Artificial Intelligence Accelerate foundation model training and inference with Amazon SageMaker HyperPod and Amazon SageMaker Studio Jun · Artificial Intelligence Software-defined Vehicles, GenAI, IoT – The Path to AI-Defined Vehicles Mar · AWS for Industries Customize DeepSeek-R1 distilled models using Amazon SageMaker HyperPod recipes – Part 1 Mar · Artificial Intelligence

2024 5 posts

Customize small language models on AWS with automotive terminology Nov · Artificial Intelligence Build a multi-tenant generative AI environment for your enterprise on AWS Nov · Artificial Intelligence BMW Group fosters data-driven culture with a no-code generative AI data analytics solution on AWS Oct · AWS for Industries How Audi improved their chat experience with Generative AI on Amazon SageMaker Feb · AWS for Industries Build an internal SaaS service with cost and usage tracking for foundation models on Amazon Bedrock Feb · Artificial Intelligence

2023 5 posts

New – Code Editor, based on Code-OSS VS Code Open Source now available in Amazon SageMaker Studio Nov · Artificial Intelligence Fine-tune Falcon 7B and other LLMs on Amazon SageMaker with @remote decorator Sep · Artificial Intelligence Host the Spark UI on Amazon SageMaker Studio Aug · Artificial Intelligence Configure and use defaults for Amazon SageMaker resources with the SageMaker Python SDK May · Artificial Intelligence Training large language models on Amazon SageMaker: best practices Mar · Artificial Intelligence

2022 1 post

MLOps at the edge with Amazon SageMaker Edge Manager and AWS IoT Greengrass Aug · Artificial Intelligence

2021 1 post

Patterns for multi-account, hub-and-spoke Amazon SageMaker model registry Aug · Artificial Intelligence AWS author profile →

AWS Documentation

Generative AI Lens — AWS Well-Architected Framework Contributor · AWS Documentation

Elsewhere

Medium Long-form writing on model customization and applied GenAI GitHub Code, notebooks, and open source

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