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9 changes: 6 additions & 3 deletions verifiers/v1/clients/train.py
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,7 @@
from typing import Any, ClassVar, TypeVar

from openai import OpenAIError
from openai.types import CompletionUsage
from renderers import OverlongPromptError, RenderedTokens, Renderer, RendererConfig
from renderers.base import ToolCallParseStatus, is_multimodal

Expand Down Expand Up @@ -145,9 +146,11 @@ def response_from_generate(
tool_calls=tool_calls,
),
finish_reason=finish,
# /inference/v1/generate returns exact token ids but no usage details, so the
# completion's reasoning-token subset is unknown.
usage=Usage(
# Preserve provider cache/reasoning details through the same accounting as chat.
# Older endpoints/renderers may omit usage; exact token lengths remain a fallback.
usage=Usage.from_openai(CompletionUsage.model_validate(result["usage"]))
if result.get("usage") is not None
else Usage(
prompt_tokens=len(prompt_ids), completion_tokens=len(completion_ids)
),
# generate() returns owned, typed lists. Skip revalidation here to avoid copying
Expand Down