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LiquidAI
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LFM2.5-Encoder-350M-PII-Detector

Token Classification
Transformers
Safetensors
lfm2
liquid
lfm2.5
bidirectional
masked-lm
encoder
pii
ner
privacy
multilingual
custom_code
Model card Files
xet
 Community
2
LFM2.5-Encoder-350M-PII-Detector

Commit History

  1. Update PII detector model card⁠

    iamleonie
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  1. Delete leaderboard.png with huggingface_hub

    yungisimon
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  2. Delete modeling_lfm2_tc.py with huggingface_hub

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  3. Upload leaderboard_18lang.png with huggingface_hub

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  4. Upload README.md with huggingface_hub

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  5. Upload pii_hybrid_decode.py with huggingface_hub

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  6. Upload modeling_phase2_tc.py with huggingface_hub

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  7. Upload config.json with huggingface_hub

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  8. Upload model.safetensors with huggingface_hub

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  1. Add entity-type list (40 types x 11 domains) to model card

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  2. Upload leaderboard_18lang.png with huggingface_hub

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  3. Upload README.md with huggingface_hub

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  4. Upload modeling_lfm2_tc.py with huggingface_hub

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  5. Upload config.json with huggingface_hub

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  6. Upload model.safetensors with huggingface_hub

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  1. Add LICENSE

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  2. Add LICENSE

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  3. Add LICENSE

    tuliren
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  4. Add LICENSE

    tuliren
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  1. Ship Group-B cue tier (amount .16->.77; internal F1 .691->.727); refresh card

    yungisimon
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  2. Upload pii_hybrid_decode.py with huggingface_hub

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  3. Upload context_cued.py with huggingface_hub

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  1. Refresh v8 numbers w/ context tier (internal .691) + development-notes log

    yungisimon
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  2. Ship context-cued ID decode tier (internal F1 .641->.691; Group-A IDs ~0->.6-.75)

    yungisimon
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  3. Upload pii_hybrid_decode.py with huggingface_hub

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  4. Upload context_cued.py with huggingface_hub

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  5. Note v9 outcome (evaluated, not published)

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  6. Add external-model comparison (GLiNER, Piiranha, OpenMed, OpenAI-PF, LFM demo) + plot

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  7. Upload plots/vs_external.png with huggingface_hub

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  8. Add all-candidate-models comparison table + plot

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  9. Upload plots/candidates_comparison.png with huggingface_hub

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  10. Decode upgrade: boundary-snap + precision guards (exact-F1 0.361->0.429, proxy ->0.829)

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  11. Upload pii_hybrid_decode.py with huggingface_hub

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  1. v8: best on internal+ShieldFlow+most public; 40-type + hybrid decode

    yungisimon
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  2. Upload plots/v8/per_type_f1.png with huggingface_hub

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  3. Upload plots/v8/partial_vs_exact.png with huggingface_hub

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  4. Upload plots/v8/overall_summary.png with huggingface_hub

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  5. Upload plots/v8/gap_probe_recall.png with huggingface_hub

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  6. Upload plots/v8/by_language_f1.png with huggingface_hub

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  7. Upload plots/v8/by_edge_f1.png with huggingface_hub

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  8. Upload plots/v8/by_domain_f1.png with huggingface_hub

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  9. Upload model.safetensors with huggingface_hub

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  10. v7: 40-type multilingual PII + hybrid decode

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  11. Upload plots/v7/per_type_f1.png with huggingface_hub

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  12. Upload plots/v7/partial_vs_exact.png with huggingface_hub

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  13. Upload plots/v7/overall_summary.png with huggingface_hub

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  14. Upload plots/v7/gap_probe_recall.png with huggingface_hub

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  15. Upload plots/v7/by_language_f1.png with huggingface_hub

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  16. Upload plots/v7/by_edge_f1.png with huggingface_hub

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  17. Upload plots/v7/by_domain_f1.png with huggingface_hub

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