The LinkBERT model runs as a standalone local CPU service, exposing word-level probability scores over an HTTP endpoint.
sequenceDiagram
autonumber
participant App as Main Web App
participant Service as LinkBERT Service
participant Model as PyTorch (CPU)
App->>Service: Send raw text
activate Service
Service->>Model: Run Tokenizer & Inference
activate Model
Model-->>Service: Output Tensors
deactivate Model
Service->>Service: Map Spans & Probabilities
Service-->>App: JSON (Words, Scores, Character Spans)
deactivate Service