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tinker.types.TopkPromptLogprobs

class tinker.types.TopkPromptLogprobs(**)

Top-k most likely tokens at each prompt position, as dense numpy matrices.

Both matrices have shape (prompt_length, k) where k is the number of top tokens requested. Empty positions are filled with sentinel values (token_id=0, logprob=-99999.0).

Fields:

  • token_ids – int32 matrix of token IDs, shape (prompt_length, k).
  • logprobs – float32 matrix of log probabilities, shape (prompt_length, k).