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atroposlib/envs/server_handling/README.md
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@ -10,13 +10,13 @@ For automatic token and logprob tracking, see the [ManagedServer Guide](MANAGED_
### Normalized `get_logprobs` API
`ManagedServer` and server backends expose a normalized `get_logprobs(...)` interface so callers can consume a single schema across backends:
`ManagedServer` and supported server backends expose a normalized `get_logprobs(...)` interface so callers can consume a single schema:
- `prompt_tokens`
- `prompt_topk_token_ids`
- `prompt_topk_logprobs`
Backends must return real prompt top-k arrays. Missing keys or malformed shapes fail fast.
Backends are expected to return real prompt top-k arrays (`[pos][k]`) matching this schema.
## Reasoning Model Support