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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
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Update PII detector model card

#1
by iamleonie - opened
base: refs/heads/main
←
from: refs/pr/1
Discussion Files changed
+20
-21
initial commit503f2a02
 pii-detect interim (ckpt-4000, epoch 0.23) + public-eval leaderboard3e44fc84
 add leaderboard plot + embed in cardc4e1bd64
 add leaderboard plot + embed in cardb8b9774a
 v2: +EU langs/legal/format-diversity, judged-1M+2M-v2 data64b744be
 v3a: +public train splits (in-distribution) -> #1 on all 4 clean benchmarks984783a4
 leaderboard: fair GLiNER prompting49c7f2d5
 leaderboard: fair GLiNER prompting8a3be95f
 v4: +v7 proxy in-distribution (gate F1 .60->.72), 32 types, #1 on all 4 clean helde7134907
 corrected proxy-gate numbers (crosswalk fix) + reproduced q4 baseline26eb45a8
 Upload plots/internal_v1/by_domain_f1.png with huggingface_hube5dad893
 Upload plots/internal_v1/by_language_f1.png with huggingface_huba57c82eb
 Upload plots/internal_v1/by_edge_f1.png with huggingface_hub24773e94
 Upload plots/internal_v1/overall_summary.png with huggingface_hubd270921e
 Upload plots/internal_v1/gap_probe_recall.png with huggingface_hub289e5226
 Upload plots/internal_v1/partial_vs_exact.png with huggingface_hub12ca95f1
 Upload plots/internal_v1/per_type_f1.png with huggingface_hubd7721722
 Add internal-eval (v1) results + plots301e0590
 Upload model.safetensors with huggingface_hubf0534579
 Upload config.json with huggingface_hub6b99b764
 Upload pii_hybrid_decode.py with huggingface_hub30d8c635
 Upload plots/v7/by_domain_f1.png with huggingface_hub33e16bc0
 Upload plots/v7/by_edge_f1.png with huggingface_hubcac36d4d
 Upload plots/v7/by_language_f1.png with huggingface_hubd9968e4a
 Upload plots/v7/gap_probe_recall.png with huggingface_hub779b6d9d
 Upload plots/v7/overall_summary.png with huggingface_hub37945047
 Upload plots/v7/partial_vs_exact.png with huggingface_hub043d5a03
 Upload plots/v7/per_type_f1.png with huggingface_hubc6cfa89d
 v7: 40-type multilingual PII + hybrid decodea513b0b4
 Upload model.safetensors with huggingface_hub04bb37f4
 Upload plots/v8/by_domain_f1.png with huggingface_hubabb33485
 Upload plots/v8/by_language_f1.png with huggingface_hub19243c86
 Upload plots/v8/by_edge_f1.png with huggingface_hub9e36d029
 Upload plots/v8/gap_probe_recall.png with huggingface_hub4676f3d8
 Upload plots/v8/partial_vs_exact.png with huggingface_hub5fcb1173
 Upload plots/v8/overall_summary.png with huggingface_hub3ce40c16
 Upload plots/v8/per_type_f1.png with huggingface_hub87ed872a
 v8: best on internal+ShieldFlow+most public; 40-type + hybrid decodebe03d5b0
 Upload pii_hybrid_decode.py with huggingface_hub24de66d7
 Decode upgrade: boundary-snap + precision guards (exact-F1 0.361->0.429, proxy ->0.829)c950946c
 Upload plots/candidates_comparison.png with huggingface_hub4e8acb20
 Add all-candidate-models comparison table + plot17a928c2
 Upload plots/vs_external.png with huggingface_hub8b5b4fe0
 Add external-model comparison (GLiNER, Piiranha, OpenMed, OpenAI-PF, LFM demo) + plotd2a3d946
 Note v9 outcome (evaluated, not published)8197e2e1
 Upload context_cued.py with huggingface_hub50f364e8
 Upload pii_hybrid_decode.py with huggingface_hub48d34f16
 Ship context-cued ID decode tier (internal F1 .641->.691; Group-A IDs ~0->.6-.75)c8173c9c
 Refresh v8 numbers w/ context tier (internal .691) + development-notes loga795fc8e
 Upload context_cued.py with huggingface_hubc1d30438
 Upload pii_hybrid_decode.py with huggingface_hub82cb1b07
 Ship Group-B cue tier (amount .16->.77; internal F1 .691->.727); refresh card525c234e
 Add LICENSEaa42180b
 Add LICENSE4d3d6d76
 Add LICENSE89c77bf1
 Add LICENSE35ec4bda
 Upload config.json with huggingface_hub280bcac3
 Upload model.safetensors with huggingface_hubec2d3494
 Upload modeling_lfm2_tc.py with huggingface_hub135e2d9b
 Upload README.md with huggingface_hub3951541c
 Upload leaderboard_18lang.png with huggingface_hubce5be565
 Add entity-type list (40 types x 11 domains) to model cardb7a57b25
 Upload model.safetensors with huggingface_huba8d0f2dc
 Upload config.json with huggingface_hubb7cb6bd1
 Upload modeling_phase2_tc.py with huggingface_hubdbd7316b
 Upload pii_hybrid_decode.py with huggingface_hub983a9a75
 Upload README.md with huggingface_hube86f68c6
 Upload leaderboard_18lang.png with huggingface_hub9a4c4352
 Delete modeling_lfm2_tc.py with huggingface_hub42566e2d
 Delete leaderboard.png with huggingface_hubab1a7972
iamleonie
 Liquid AI org Hugging Face CLI

Replaces the README with the drafted PII detector model card.
Update PII detector model card91221ca9
yungisimon changed pull request status to open
yungisimon changed pull request status to merged

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