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Provide usage details in OpenAI-compatible /chat/completions and /embeddings endpoints#5204
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All contributors have signed the CLA ✍️ ✅ |
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greg80303 commentedDec 15, 2025
I have read the Contributor License Agreement (CLA) and hereby sign the CLA. |
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This PR add details usage data (cached prompt tokens, etc) to the OpenAI inference endpoints. Tried to add support for as many model providers as I could, looking for how each model provider returns this information.
Did not touch the native T0 API. Also did not check the OpenAI
/responsesAPI -- this might make the implementation more complete (at least from the OpenAI API perspective).Important
Enhance OpenAI-compatible endpoints with detailed token usage information, including cached and reasoning tokens, across various providers.
/chat/completionsand/embeddings).cached_tokens,reasoning_tokens,audio_tokens,accepted_prediction_tokens, andrejected_prediction_tokens.Usagestruct inusage.rsto includeinput_tokens_detailsandoutput_tokens_details.InputTokensDetailsandOutputTokensDetailsstructs for detailed token breakdown.inference-openai-compatible.mdxanddata-model.mdxto document new usage details.usage-details.mdxto explain token usage details and provider support.exact_match.rs,tests.rs, and other files to validate new usage details.This description was created by
for5bfc8cd. You cancustomize this summary. It will automatically update as commits are pushed.