Posts by Ian Ballantyne

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  • OCT. 8, 2025 / Web

    Own your AI: Learn how to fine-tune Gemma 3 270M and run it on-device

    This guide shows you how to fine-tune the Gemma 3 270M model for custom tasks, like an emoji translator. Learn to quantize and convert the model for on-device use, deploying it in a web app with MediaPipe or Transformers.js for a fast, private, and offline-capable user experience.

    OYOAI_Metadata_RD2-V01
  • SEPT. 4, 2025 / AI

    From Fine-Tuning to Production: A Scalable Embedding Pipeline with Dataflow

    Learn how to use Google's EmbeddingGemma, an efficient open model, with Google Cloud's Dataflow and vector databases like AlloyDB to build scalable, real-time knowledge ingestion pipelines.

    EG+Dataflow_Metadatal
  • JUNE 26, 2025 / Gemma

    Introducing Gemma 3n: The developer guide

    The Gemma 3n model has been fully released, building on the success of previous Gemma models and bringing advanced on-device multimodal capabilities to edge devices with unprecedented performance. Explore Gemma 3n's innovations, including its mobile-first architecture, MatFormer technology, Per-Layer Embeddings, KV Cache Sharing, and new audio and MobileNet-V5 vision encoders, and how developers can start building with it today.

    Introducing Gemma 3n: The Developer Guide