Unverified50% confidenceDecision RuleExact time
When about 134 hours of labeled speech are available, a full encoder update is affordable; with less data, partial unfreezing is the risk-controllable choice.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAfter disabling idle auto-compaction, long sessions exceeding 200K tokens may result in higher cache costs and longer response times.73% similarUnverifiedWith about 134 hours of target speech, partial freezing costs 2.4 percentage points of performance compared with full fine-tuning.72% similar
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