allenai / allenai/tutormoments
Rename TTFT to TTFAT
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- Python
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Beschreibung
Our implementation of TTFT time to first token is actually TTFAT time to first answer token. Time to first token counts the time to the first reasoning token for reasoning models. Time to first answer token measures the time to the first non-reasoning answer token. We don't care when the model supplies a reasoning token, students don't see reasoning tokens, what matters is when the student sees the answer. Someone who is up on latency tracking e.g., via artificial analysis might mis-interpret our TTFT as currently reported.
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Rechercherichtung
Search the repository for TTFT and identify the implementation, user-facing labels, and documentation that use the term. Rename those references to TTFAT while preserving the distinction between reasoning and answer tokens, then run the existing test suite and confirm no misleading TTFT references remain.
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Bewertung
- Tech-Stack
- python
- Bereich
- observability-sre
- Issue-Typ
- Refactoring
- Schwierigkeit
- 2/5
- Geschätzter Aufwand
- 1-3 Stunden
- Aktivitätsstatus
- Aktiv
- Klarheit
- Größtenteils klar
- Anfängerfreundlichkeit
- 72/100