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  - ranker
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- # GorankLabs/Ranker-Gemma-4B
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- `GorankLabs/Ranker-Gemma-4B` is a LoRA fine-tune built on top of `google/gemma-3-4b-it`, designed for fast search-style answering, grounded summarization, and concise web-assisted responses.
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  The model is tuned to behave like a lightweight answer engine: it prioritizes speed, directness, readable structure, and strong grounding behavior when search results or retrieved passages are included in the prompt. Instead of drifting into generic assistant chatter, it is shaped to answer first, synthesize quickly, and stay close to the evidence it is given.
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  - ranker
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+ # Ranker-Gemma-4B
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+ `Ranker-Gemma-4B` is a LoRA fine-tune built on top of `google/gemma-3-4b-it`, designed for fast search-style answering, grounded summarization, and concise web-assisted responses.
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  The model is tuned to behave like a lightweight answer engine: it prioritizes speed, directness, readable structure, and strong grounding behavior when search results or retrieved passages are included in the prompt. Instead of drifting into generic assistant chatter, it is shaped to answer first, synthesize quickly, and stay close to the evidence it is given.
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