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  GLiNER2.5 Small is the compact English boundary checkpoint. It keeps the same public API as the larger 2.5 models while running faster on CPU and edge-style deployments. Load it with `AutoExtractor`: the checkpoint's `architecture` field selects `BoundaryExtractor` automatically.
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- Fine-tune via [Fastino](https://fastino.ai). Join discussions on [Discord](https://discord.gg/fastino) and [Reddit](https://www.reddit.com/r/GLiNER/).
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  ## ✨ Why GLiNER2.5?
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  GLiNER2.5 Small is the compact English boundary checkpoint. It keeps the same public API as the larger 2.5 models while running faster on CPU and edge-style deployments. Load it with `AutoExtractor`: the checkpoint's `architecture` field selects `BoundaryExtractor` automatically.
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+ Fine-tune via [Fastino](https://fastino.ai). Join discussions [Reddit](https://www.reddit.com/r/GLiNER/).
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  ## ✨ Why GLiNER2.5?
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