Update to v.1.2.0
Browse filesExtended PII classifier (EN / RU) and Guard Model (EN / RU + partial other languages).
- README.md +1 -1
- ogl-mini-pii.int8.onnx +3 -0
- ogl-mini-pii.json +29 -0
- ogl-mini-pii.onnx +3 -0
- ogl-mini-pii.pkl +3 -0
- ogl-mini.int8.onnx +2 -2
- ogl-mini.json +4 -4
- ogl-mini.onnx +2 -2
- ogl-mini.pkl +2 -2
- pii.onnx +3 -0
README.md
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@@ -151,4 +151,4 @@ inference: true
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url={https://huggingface.co/devsdaddy/ogl-mini},
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note={Guard 110k (shieldlm 54k + agentic 22.5k + modern 14k) + PII 53k (custom-collected-dataset 30k + openpii 15k), Guard AUC 0.997, PII F1 0.86}
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}
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-
```
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url={https://huggingface.co/devsdaddy/ogl-mini},
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note={Guard 110k (shieldlm 54k + agentic 22.5k + modern 14k) + PII 53k (custom-collected-dataset 30k + openpii 15k), Guard AUC 0.997, PII F1 0.86}
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}
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```
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ogl-mini-pii.int8.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:88bc7d194572e9b2108f0663d0735e52599e0ff3aa1377a83094e1d1a03f745e
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size 3848159
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ogl-mini-pii.json
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{
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"model_name": "ogl-mini-pii",
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"version": "1.1.0-small",
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"labels": [
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"EMAIL",
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"PHONE",
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"PERSON",
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"IP",
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"IBAN",
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"BANK_CARD",
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"PASSPORT",
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"GOV_ID",
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"DOB",
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"ADDRESS",
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"SOCIAL"
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],
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"f1_micro": 0.8598,
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"languages": [
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"ru",
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"en",
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"fr",
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"de",
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"es",
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"it",
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"pt"
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],
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"training": "53000 texts, custom pii datas 15k + synthetic",
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"quantization": "FP32 + INT8"
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}
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ogl-mini-pii.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:5344e155ca937516a0afcb117147be92e95c0196112976c8b69d690ac4952bb2
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size 3846699
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ogl-mini-pii.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:cdfe10b4502a5be87e142541ce355cb2d212471ea34be6c9f472631579a42808
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size 3697115
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ogl-mini.int8.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:24278818279e38b2c4766e98c37086cb57c0c5de355514c50fc4304030604f27
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size 2930575
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ogl-mini.json
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{
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"model_name": "ogl-mini",
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"version": "1.
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"base_models": [
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"microsoft/deberta-v3-xsmall (70M) distilled via TF-IDF 80k + LR",
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"sentence-transformers/all-MiniLM-L6-v2 (PII)"
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],
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"architecture": "
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"training_data": {
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"shieldlm": 54162,
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"agentic_synthetic": 15000,
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"pii": 15000,
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"total":
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"owasp_coverage": [
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"LLM01 Prompt Injection",
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"LLM02 Sensitive Disclosure",
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},
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"quantization": "FP32 (INT8 variant available, size ~250MB)",
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"metrics": {
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"auc": 0.
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"size_mb": 250.0
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},
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"languages": [
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{
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"model_name": "ogl-mini",
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"version": "1.1.0-full",
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"base_models": [
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"microsoft/deberta-v3-xsmall (70M) distilled via TF-IDF 80k + LR",
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"sentence-transformers/all-MiniLM-L6-v2 (PII)"
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],
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"architecture": "Hybrid 3-stage: heuristics + TF-IDF 80k TFIDF+LR (250MB ONNX) + PII hybrid",
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"training_data": {
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"shieldlm": 54162,
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"agentic_synthetic": 15000,
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"pii": 15000,
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"total": 110734,
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"owasp_coverage": [
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"LLM01 Prompt Injection",
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"LLM02 Sensitive Disclosure",
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},
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"quantization": "FP32 (INT8 variant available, size ~250MB)",
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"metrics": {
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"auc": 0.997,
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"size_mb": 250.0
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},
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"languages": [
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ogl-mini.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:cebf669e70dfd845322a9dc44d8dc74f42365d4383e1c560cae1ba55e938033e
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size 262142030
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ogl-mini.pkl
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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size 3924347
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pii.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:66e40d0602ecc503736e4fe33597066ccdad2011c9b3f85cebec23ce3b2b0bcf
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size 362633
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