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  # AdaSparse-8B (LLaMA-3-8B, MS MARCO)
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  AdaSparse sparse retriever built on `meta-llama/Meta-Llama-3-8B`, trained on MS MARCO with
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- contrastive + knowledge-distillation loss and a learned per-term threshold. This repository
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  contains the LoRA adapter (including the learned `q_thres`/`d_thres` thresholding modules),
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  the tokenizer, and the retriever config.
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  # AdaSparse-8B (LLaMA-3-8B, MS MARCO)
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  AdaSparse sparse retriever built on `meta-llama/Meta-Llama-3-8B`, trained on MS MARCO with
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+ contrastive + knowledge-distillation loss, an adaptive top-k pruning and a learned per-term threshold. This repository
15
  contains the LoRA adapter (including the learned `q_thres`/`d_thres` thresholding modules),
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  the tokenizer, and the retriever config.
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