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README.md
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This model is a fine-tuned version of `google/muril-large-cased` on the English [Few-NERD](https://huggingface.co/datasets/DFKI-SLT/few-nerd) dataset.
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It is part of the [AWED-PIPER](https://github.com/PrachuryyaKaushik/AWED-PIPER) ecosystem: [**Paper**](https://huggingface.co/papers/2601.10161) | [**Agent for FgNER**](https://github.com/PrachuryyaKaushik/AWED-FiNER) | [**Web App for FgNER**](https://huggingface.co/spaces/prachuryyaIITG/AWED-FiNER) | [**Agent for PII Protection**](https://github.com/PrachuryyaKaushik/AWED-PIPER) | [**Web App for PII Protection**](https://huggingface.co/spaces/prachuryyaIITG/AWED_PII_Protector)
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The tagset of [Few-NERD](https://aclanthology.org/2021.acl-long.248.pdf) is a fine-grained tagset. The fine to coarse level mapping of the tags are as follows:
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* Location : GPE, Body of Water, Island, Mountain, Park, Road/Transit, Other
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Weight Decay: 0.01 <br>
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Batch Size: 64 <br>
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## Sample Usage of Agentic Tool
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The AWED-FiNER agentic tool can be used to interact with expert models trained using this framework. Below is an example:
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This model is a fine-tuned version of `google/muril-large-cased` on the English [Few-NERD](https://huggingface.co/datasets/DFKI-SLT/few-nerd) dataset.
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The tagset of [Few-NERD](https://aclanthology.org/2021.acl-long.248.pdf) is a fine-grained tagset. The fine to coarse level mapping of the tags are as follows:
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* Location : GPE, Body of Water, Island, Mountain, Park, Road/Transit, Other
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Weight Decay: 0.01 <br>
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Batch Size: 64 <br>
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It is part of the [AWED-PIPER](https://github.com/PrachuryyaKaushik/AWED-PIPER) ecosystem: [**Paper**](https://huggingface.co/papers/2601.10161) | [**Agent for FgNER**](https://github.com/PrachuryyaKaushik/AWED-FiNER) | [**Web App for FgNER**](https://huggingface.co/spaces/prachuryyaIITG/AWED-FiNER) | [**Agent for PII Protection**](https://github.com/PrachuryyaKaushik/AWED-PIPER) | [**Web App for PII Protection**](https://huggingface.co/spaces/prachuryyaIITG/AWED_PII_Protector)
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## Sample Usage of Agentic Tool
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The AWED-FiNER agentic tool can be used to interact with expert models trained using this framework. Below is an example:
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