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Tiny Specialized Models beat LLMs at PII Entity Extraction
Ettin-68M-Nemotron-PII model
- achieves strong F1-score of 96.27% with just 68M parameters.
- beats popular LLMs like GPT-4o-mini (78.69%) and DeepSeek-v4-flash (84.89%).
More details in the blog post - https://huggingface.co/blog/kalyan-ks/tiny-pii-entity-detection-models
Ettin-68M-Nemotron-PII model
- achieves strong F1-score of 96.27% with just 68M parameters.
- beats popular LLMs like GPT-4o-mini (78.69%) and DeepSeek-v4-flash (84.89%).
More details in the blog post - https://huggingface.co/blog/kalyan-ks/tiny-pii-entity-detection-models