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  One encoder model that replaces your entire guardrail stack: safety classification, PII detection, adversarial attack detection, intent and tone analysis — all in a single forward pass.
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  ![GLiNER Guard architecture](biencoder.png)
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- **147M params · GLiNER2 · biencoder · modernbert multilingual · zero-shot classification, NER and more · no LLM required**
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  ## Installation
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  Install dependencies\
 
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  One encoder model that replaces your entire guardrail stack: safety classification, PII detection, adversarial attack detection, intent and tone analysis — all in a single forward pass.
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  ![GLiNER Guard architecture](biencoder.png)
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+ **145M params · GLiNER2 · biencoder · modernbert multilingual · zero-shot classification, NER and more · no LLM required**
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  ## Installation
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  Install dependencies\