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  # Bio-SIEVE
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- [Arxiv](https://arxiv.org/abs/2308.06610) [Github](https://github.com/ambroser53/Bio-SIEVE)
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  The single-task Bio-SIEVE optimised for Inclusion/Exclusion classification of biomedical literature given the systematic review's objectives and selection criteria.
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- These are LoRA weights, having continued training from Guanaco7B. The base LLaMA model will be automatically downloaded when used with the generate_cli.py script from our [Github](https://github.com/ambroser53/Bio-SIEVE).
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- Also see the [multi-task variant](https://huggingface.co/Ambroser53/Bio-SIEVE-Multi) for exclusion reasoning and PIO extraction. Variants trained without instruction tuned pretraining TBD.
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  ---
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  library_name: peft
 
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  # Bio-SIEVE
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+ [Arxiv](https://arxiv.org/abs/2308.06610) [Github](https://github.com/GateNLP/Bio-SIEVE)
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  The single-task Bio-SIEVE optimised for Inclusion/Exclusion classification of biomedical literature given the systematic review's objectives and selection criteria.
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+ These are LoRA weights, having continued training from Guanaco7B. The base LLaMA model will be automatically downloaded when used with the generate_cli.py script from our [Github](https://github.com/GateNLP/Bio-SIEVE).
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+ Also see the [multi-task variant](https://huggingface.co/GateNLP/Bio-SIEVE-Multi) for exclusion reasoning and PIO extraction. Variants trained without instruction tuned pretraining TBD.
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  ---
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  library_name: peft