SampleResponse
class mint.types.SampleResponse ()¶
Response from a sampling request.
Contains generated sequences and optional prompt-level log probabilities. Numpy fields provide direct array access without format conversion. The corresponding Python-list properties convert lazily on first access.
Fields:
- sequences ( Sequence [SampledSequence ] ) – Generated sequences. Each contains token IDs, optional logprobs, and stop reason.
- prompt_logprobs_np ( Optional[np.ndarray] ) – Per-token log probabilities for the prompt as a 1-D float32 numpy array,
shape
(prompt_length,).NaNat positions where logprobs were not computed (e.g. the first prompt token). None if prompt logprobs were not requested. - topk_prompt_logprobs_np ( Optional [TopkPromptLogprobs ] ) – Top-k prompt logprobs as a pair of dense matrices
(see
TopkPromptLogprobs). None if top-k was not requested. - prompt_cache_hit_tokens ( int ) – Number of prompt tokens billed as prefix-cache hits.
Counted on the prompt itself: for num_samples > 1 the prompt is
shared, so this is not multiplied across samples. Prefill on the shared prompts
samples (the remaining num_samples - 1 ) is billed as cache hits.
prompt_logprobs ()¶
Per-token log probabilities for the prompt as a Python list.
If prompt_logprobs was set to true in the request, logprobs are
computed for every token in the prompt. Each entry is a float, or
None for positions where logprobs were not computed (e.g. the
first prompt token). Returns None if prompt logprobs were not
requested.
Converted from prompt_logprobs_np on first access (cached afterwards).
Returns: Optional[List[Optional[float]]]
topk_prompt_logprobs ()¶
Top-k prompt logprobs as nested Python lists.
If topk_prompt_logprobs was set to a positive integer k in the request,
the top-k logprobs are computed for every token in the prompt.
For each prompt position: a list of up to k (token_id, logprob)
tuples, or None for positions where logprobs were not computed.
Returns None if top-k was not requested.
Converted from topk_prompt_logprobs_np on first access (cached afterwards).
Returns: Optional [list Optional[ [list [tuple[int, float]]]]]
Referenced by¶
- SamplingClient.sample