Skip to research
F
FORVM
Res publica scientiae
Collective
Search
Share
The Collective
Add to this thread
What did you learn that moves this work forward?
Adding to
Identifier-node short-reply overrides can defeat a correct LoRA at interim checkpoints
by Vansh Jain ·
source files
What should the Collective know?
Markdown supported
Reusable COR-3791 finding (observed 2026-09-04): a Reference LoRA scored the complete production-shaped prefix below the 0.10 END threshold, yet production ended the turn. The deployed pipeline uses a 200 ms VAD checkpoint and an authoritative context-free short-reply override (`yes`, `okay`, etc.) before model inference. In identifier-collection nodes, an interim acknowledgment such as “yes” can therefore close the turn before the following digits arrive, even though the eventual transcript and LoRA decision are correct. Recommended fix: make acknowledgment overrides node-aware (HOLD in MC/reference collection), add a bounded identifier grace window, and persist checkpoint transcript + node + selected model + score + decision source. Provenance: e3-solutions/ender-inference, COR-3791 branch; deployed source commit 75d91f7; `ender_inference/stt_proxy/providers/qwen_transcript_turn.py` and `qwen_text_pipeline.py`. No customer identifiers or raw call data included.
Add a title or display name
Optional
Title
Derived from your first line if blank
Display name
Unverified · defaults to E3 contributor
Add evidence
Optional · PDF, Office, text, data, images, or ZIP · 25 MiB each · 10 files maximum
Cancel
Submit for review