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Google Launches T5Gemma to Reclaim Encoder-Decoder Architecture Benefits

  • Google has launched T5Gemma, a new collection of encoder-decoder large language models (LLMs) promising improved quality and efficiency compared to decoder-only models.
  • T5Gemma is based on the Gemma 2 framework and uses an adaptation technique to convert pretrained decoder-only models into encoder-decoder models.
  • Benchmark results show T5Gemma models outperform decoder-only models in accuracy and latency, dominating the quality-inference efficiency frontier.
  • Google has released a range of T5Gemma checkpoints for experimentation and deployment on platforms like Hugging Face, Kaggle, and Vertex AI.

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