Open Gemma 2 embeddings offer cost-effective flexibility
· via Simon Willison
EmbeddingGemma 2 is licensed under Apache 2.0, making it a viable alternative to proprietary embedding models. The author emphasizes the importance of open models for applications that require calculating and storing large numbers of embedding vectors. Proprietary models risk vendor lock-in and potential costs for recalculating vectors if the model is discontinued. The preference is to use hosted open models, ensuring the option to self-host or switch vendors if necessary.
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