# tinker_cookbook.completers.TokensWithLogprobs

## *class* [**tinker_cookbook.completers.TokensWithLogprobs**](https://github.com/thinking-machines-lab/tinker-cookbook/blob/main/tinker_cookbook/completers.py#L22)()

A sequence of token IDs with optional log-probabilities and a stop reason.

**Fields:**

- [**tokens**](https://github.com/thinking-machines-lab/tinker-cookbook/blob/main/tinker_cookbook/completers.py#L25) (*list[int]*)
- [**maybe_logprobs**](https://github.com/thinking-machines-lab/tinker-cookbook/blob/main/tinker_cookbook/completers.py#L26) (*list[float] | None*)
- [**stop_reason**](https://github.com/thinking-machines-lab/tinker-cookbook/blob/main/tinker_cookbook/completers.py#L27) (*tinker.[StopReason](https://tinker-docs.thinkingmachines.ai/cookbook/api-reference/rl/stopreason/index.md)*, default: `'stop'`)

## Referenced by

- [tinker_cookbook.completers.TinkerTokenCompleter.__call__](https://tinker-docs.thinkingmachines.ai/cookbook/api-reference/completers/tinkertokencompleter/#tinkertokencompleter-call)
- [tinker_cookbook.completers.TokenCompleter.__call__](https://tinker-docs.thinkingmachines.ai/cookbook/api-reference/completers/tokencompleter/#tokencompleter-call)
- [tinker_cookbook.rl.Transition](https://tinker-docs.thinkingmachines.ai/cookbook/api-reference/rl/transition/index.md)