gliner_multi_pii-v1

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urchade commited on Apr 23, 2024

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035dcbf

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1 Parent(s): 06e6cb4

Update app.py

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app.py CHANGED Viewed

@@ -122,10 +122,12 @@ def ner(
 with gr.Blocks(title="GLiNER-M-v2.1") as demo:
     gr.Markdown(
         """
-        # GLiNER-base
         GLiNER is a Named Entity Recognition (NER) model capable of identifying any entity type using a bidirectional transformer encoder (BERT-like). It provides a practical alternative to traditional NER models, which are limited to predefined entities, and Large Language Models (LLMs) that, despite their flexibility, are costly and large for resource-constrained scenarios.
         ## Links
         * Model: https://huggingface.co/urchade/gliner_multi-v2.1

 with gr.Blocks(title="GLiNER-M-v2.1") as demo:
     gr.Markdown(
         """
+        # GLiNER-PII (Personnally Identifiable Information extraction)
         GLiNER is a Named Entity Recognition (NER) model capable of identifying any entity type using a bidirectional transformer encoder (BERT-like). It provides a practical alternative to traditional NER models, which are limited to predefined entities, and Large Language Models (LLMs) that, despite their flexibility, are costly and large for resource-constrained scenarios.
+        The model has been trained by fine-tuning urchade/gliner_multi-v2.1 on the urchade/synthetic-pii-ner-mistral-v1 dataset.
         ## Links
         * Model: https://huggingface.co/urchade/gliner_multi-v2.1