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v0.7.1 — Image embeddings

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@LogneBudo LogneBudo released this 11 Oct 20:43
· 55 commits to master since this release
v0.7.1
9d98da6

Added

  • Image embeddings on the Embeddings page. On a model that reports both embedding and vision (Ollama 0.40 /api/embed object input), attach an image in the playground or on either side of the Similarity Calculator: photo against sentence, photo against photo, or an image alone. Text-only models show no image controls.
  • Every embedding result shows the prompt tokens it cost. An image is a fixed block on top of the text: 7 tokens for a short sentence, 265 with a tiny image, measured on embeddinggemma-2.
  • Guide section "Embedding Images" in English, French and Chinese, including how to forward a Mac's daemon over SSH from a Windows or Linux machine.

The only model that embeds images today, embeddinggemma-2, runs on Ollama's MLX runtime, which exists on Apple Silicon only.

npx llmxray

docker pull djovaneli/llmxray:0.7.1
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