tinker.types.Datum

Generated from tinker 0.30.4 at commit 1e5777e. Source links point at that snapshot.

class tinker.types.Datum()

Fields:

model_input (ModelInput)
loss_fn_inputs (LossFnInputs)
model_input_spans (Optional[ProvenanceSpans]) – Provenance of the input tokens as assembled: consecutive runs tiling model_input (lengths sum to its token length; position comes from order). Attach via with_provenance.
loss_fn_input_spans (Optional[ProvenanceSpans]) – Attribution of the loss rows: consecutive runs tiling loss_fn_inputs["target_tokens"] (lengths sum to its length). Attach via with_provenance.

with_provenance(model_input, loss_fn_inputs)

Return a copy carrying provenance for both span-annotated fields.

Each keyword names the Datum field whose positions its runs tile — model_input spans tile the input tokens, loss_fn_inputs spans tile loss_fn_inputs["target_tokens"]. Tiling is validated here, so a miscounted partition fails at the call site rather than as a request error.

Parameters:

model_input (ProvenanceSpans)
loss_fn_inputs (ProvenanceSpans)

Returns: Self

tinker.types.Datum

class tinker.types.Datum()

with_provenance(model_input, loss_fn_inputs)

Referenced by