Module adapter 

Resolve a raw provider response into a task’s per-row output, given the (task, backend) pair. Local classification takes argmax over logits (equal to argmax of softmax — classify returns only the label, so no softmax). Sentiment is numeric: local softmaxes the logits to P(pos) − P(neg), remote parses a number from the reply — a continuous score in [-1, 1]. Stays Arrow-free: returns InferenceOutputs; the operator builds the column.

Enums

AdapterError

Errors from adapting a response to a task output.

Functions

parse_response

Resolve a raw provider response into the task’s per-row output column.