prompt logprobs

atroposlib/envs/server_handling/MANAGED_SERVER.md

@@ -624,7 +624,6 @@ Fetch logprobs with a normalized schema that is backend-agnostic.
   "prompt_tokens": List[int],
   "prompt_topk_token_ids": List[List[int]],       # [pos][k]
   "prompt_topk_logprobs": List[List[float]],      # [pos][k]
-  "finish_reasons": List[Any],                     # optional compatibility field
 }
 ```
 

atroposlib/envs/server_handling/README.md

@@ -15,7 +15,6 @@ For automatic token and logprob tracking, see the [ManagedServer Guide](MANAGED_
 - `prompt_tokens`
 - `prompt_topk_token_ids`
 - `prompt_topk_logprobs`
-- `finish_reasons`
 
 For backends that only expose sampled-token logprobs, prompt top-k arrays are synthesized with `k=1` for interface compatibility.
 

atroposlib/envs/server_handling/managed_server.py

@@ -711,13 +711,11 @@ class DummyManagedServer:
         This keeps interface parity with ManagedServer while making it explicit
         that results are placeholders and not suitable for training.
         """
-        n = int(kwargs.get("n", 1))
         prompt_tokens = self.DUMMY_TOKENS[:]
         return {
             "prompt_tokens": prompt_tokens,
             "prompt_topk_token_ids": [[tok] for tok in prompt_tokens],
             "prompt_topk_logprobs": [[self.DUMMY_LOGPROBS[0]] for _ in prompt_tokens],
-            "finish_reasons": ["stop"] * n,  # Retained for compatibility in callers.
         }