Ollama Library · bert
Can I run snowflake-arctic-embed2?
Snowflake's frontier embedding model. Arctic Embed 2.0 adds multilingual support without sacrificing English performance or scalability.
Parameter counts and memory belong to each build below. A family can contain several sizes and tasks; fitting in memory is not a quality ranking.
Calculate memory for a build and contextsnowflake-arctic-embed2 system requirements
Memory needed at 4K context, counting model weights, KV cache, compute buffers and runtime overhead. Download sizes come from the official Ollama registry.
| Build | Quantization | Download | Memory needed |
|---|---|---|---|
| snowflake-arctic-embed2:568m568M parameters (tag)8K documented maximum contextBuild sourceCatalog checked 2026-10-13 | F16 | 1.1 GB | ~1.6 GB |
Showing the 1 smallest non-alias builds. Choose any build and change the context. A context above the build's documented maximum is a hypothetical calculation, not a supported setting.
How to run snowflake-arctic-embed2 locally
- 1.Install Ollama for Windows, macOS or Linux.
- 2.Download this exact build in a terminal:
ollama pull snowflake-arctic-embed2:568m - 3.Use the Ollama embedding API with this tag. Embedding vectors are used for search and retrieval; this is not a chat model.
Frequently asked questions about snowflake-arctic-embed2
- How much VRAM do I need to run snowflake-arctic-embed2?
- At 4K context, the smallest published build of snowflake-arctic-embed2 (F16) needs roughly 1.6 GB of GPU memory once weights, KV cache, compute buffers and runtime overhead are counted. Bigger quantizations and longer context windows need more. It can also run partly or entirely on the CPU using system RAM, more slowly.
- Can I run snowflake-arctic-embed2 without a dedicated GPU?
- A supported CPU runtime can use system RAM. The smallest listed build needs an estimated 1.6 GB at 4K context, plus headroom for your operating system. Check the build's runtime requirements. We have not measured its speed on your CPU.
- How big is the snowflake-arctic-embed2 download?
- The smallest published build is 1.1 GB. Leave some extra free disk space beyond the download itself.
- How do I run snowflake-arctic-embed2 locally?
- Install Ollama, then download a specific build with "ollama pull snowflake-arctic-embed2:568m". This is an embedding model: use the embedding API with a supported client, not an interactive chat prompt.
Will snowflake-arctic-embed2 run on your PC?
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Model data from the official Ollama registry · verified 13/10/2026