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benchmarks.txt
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**Model:** Minibase-DeId-Small
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**Dataset:** Personal_De-identifier_Benchmark_SFT.jsonl
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**Sample Size:** 100
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**Date:** 2025-09-25T12:
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## Overall Performance
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| Metric | Score | Description |
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|--------|-------|-------------|
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| PII Detection Rate | 1.000 | How well personal identifiers are detected |
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| Completeness Score | 0.
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| Semantic Preservation | 0.
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| Average Latency |
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## Key Improvements
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### Example 3
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**Input:** Employee ID: EMP-001-XYZ. Name: John Doe. Salary: $85,000. Email: [email protected]. Marital Stat...
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**Expected:** Employee ID: [EMPLOYEE_ID_1]. Name: [NAME_1]. Salary: [SALARY_1]. Email: [EMAIL_1]. Marital Status: ...
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**Predicted:** Employee ID: EMP-[
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**PII Detection:** 1.000
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**Model:** Minibase-DeId-Small
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**Dataset:** Personal_De-identifier_Benchmark_SFT.jsonl
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**Sample Size:** 100
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**Date:** 2025-09-25T12:48:06.242738
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## Overall Performance
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| Metric | Score | Description |
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|--------|-------|-------------|
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| PII Detection Rate | 1.000 | How well personal identifiers are detected |
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| Completeness Score | 0.650 | Percentage of texts fully de-identified |
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| Semantic Preservation | 0.811 | How well meaning is preserved |
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| Average Latency | 477.0ms | Response time performance |
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## Key Improvements
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### Example 3
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**Input:** Employee ID: EMP-001-XYZ. Name: John Doe. Salary: $85,000. Email: [email protected]. Marital Stat...
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**Expected:** Employee ID: [EMPLOYEE_ID_1]. Name: [NAME_1]. Salary: [SALARY_1]. Email: [EMAIL_1]. Marital Status: ...
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**Predicted:** Employee ID: EMP-[CREDITCARDCVV_1]. Name: [FIRSTNAME_1] Doe. Salary: [CURRENCYSYMBOL_1][AMOUNT_1]. E...
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**PII Detection:** 1.000
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