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README.md
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# BitNet-Search-LoRA-TRNQ
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Ternary-quantized LoRA adapter for [Trillim/BitNet-TRNQ](https://huggingface.co/Trillim/BitNet-TRNQ) that teaches the model to search. Generates search queries in <search>...</search> XML tags. Need to use Trillim (https://trillim.com) with a search harness to respond to the model's search calls and improve results.
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This adapter runs entirely on CPU — no GPU required.
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pip install trillim
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trillim pull Trillim/BitNet-TRNQ
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trillim pull Trillim/BitNet-Search-LoRA-TRNQ
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trillim chat Trillim/BitNet-TRNQ Trillim/BitNet-
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```
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This starts an interactive CLI chat.
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# BitNet-Search-LoRA-TRNQ
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Ternary-quantized LoRA adapter for [Trillim/BitNet-TRNQ](https://huggingface.co/Trillim/BitNet-TRNQ) that teaches the model to search. Generates search queries in `<search>...</search>` XML tags. Need to use Trillim (https://trillim.com) with a search harness to respond to the model's search calls and improve results.
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This adapter runs entirely on CPU — no GPU required.
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pip install trillim
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trillim pull Trillim/BitNet-TRNQ
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trillim pull Trillim/BitNet-Search-LoRA-TRNQ
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trillim chat Trillim/BitNet-TRNQ Trillim/BitNet-Search-LoRA-TRNQ
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```
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This starts an interactive CLI chat.
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