Model overview
**`rizzo-pii-0.3B`** is a lightweight, **CPU-friendly, Italian-first** token-classification model (≈0.3B parameters, mmBERT / ModernBERT backbone) that detects **22 categories of personal data** — including the Italian legal identifiers (**codice fiscale**, **partita IVA**, **dati catastali**) that no other open model covers — to drive a fully **reversible** anonymization workflow: The sensitive values never leave your machine. Only the placeholders go to the API; the local dictionary rebuilds the original from the model's answer. Built for **law firms and GDPR compliance**. > **💡 Production tip:** always pair the model with a **regex + checksum** safety net for > structured fields (EMAIL / TELEPHONE / IBAN / CF / PIVA / credit-card / amount / plate). > IBAN, CF, PIVA and card numbers are mathematically verifiable — let the checksum override the > model when they disagree. This is exactly what the rizzo-pii desktop app does.
Key features
特点摘要待依据来源补齐，不凭模型名称推断能力。
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
暂无已采集的可核验公开评分。模型未上榜不代表能力较低。
View full indexed rankings →Frequently asked questions
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：mit。模型介绍与第三方评测均以原来源的具体版本和方法为准。