Posts by Min Choi

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  • SEPT. 4, 2025 / Gemma

    Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings

    Introducing EmbeddingGemma: a new embedding model designed for efficient on-device AI applications from Google. This open model is the highest-ranking text-only multilingual embedding model under 500M parameters on the MTEB benchmark, enabling powerful features like RAG and semantic search directly on mobile devices without an internet connection.

    EmbeddingGemma_Metadata
  • JULY 14, 2025 / Gemini

    Gemini Embedding now generally available in the Gemini API

    The Gemini Embedding text model is now generally available in the Gemini API and Vertex AI. This versatile model has consistently ranked #1 on the MTEB Multilingual leaderboard since its experimental launch in March, supports over 100 languages, has a 2048 maximum input token length, and is priced at $0.15 per 1M input tokens.

    Gemini Embedding now generally available in the Gemini API