ollama run now works with embedding models

ollama run can now run embedding models to generate vector embeddings from text:

ollama run embeddinggemma "Hello world"

Content can also be provided to ollama run via standard input:

echo "Hello world" | ollama run embeddinggemma

What's Changed

• Fixed errors when running qwen3-vl:235b and qwen3-vl:235b-instruct
• Enable flash attention for Vulkan (currently needs to be built from source)
• Add Vulkan memory detection for Intel GPU using DXGI+PDH
• Ollama will now return tool call IDs from the /api/chat API
• Fixed hanging due to CPU discovery
• Ollama will now show login instructions when switching to a cloud model in interactive mode
• Fix reading stale VRAM data
• ollama run now works with embedding models

New Contributors

• @ryanycoleman made their first contribution in https://github.com/ollama/ollama/pull/11740
• @Rajathbail made their first contribution in https://github.com/ollama/ollama/pull/12929
• @virajwad made their first contribution in https://github.com/ollama/ollama/pull/12664
• @AXYZdong made their first contribution in https://github.com/ollama/ollama/pull/8601

Full Changelog: https://github.com/ollama/ollama/compare/v0.12.9...v0.12.10