Unverified50% confidenceSolutionExact time
Measures to mitigate repetition degeneration include raising the temperature, enabling a repetition penalty, explicitly indicating the current story stage in the prompt, and periodically summarising and compressing the conversation history.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
DeepSeek-V4.1 Meets AI Galgame: A Hands-On Test of Free Web-Based Romance
bilibili雷霆大思考10/18/2026
Related Entities
Related Claims
UnverifiedCommon strategies for handling extremely long conversation history include a sliding window that retains the most recent several turns, generating summaries of earlier history and putting them back into the context, and scoring information to keep only the important parts.68% similarUnverifiedThe memory summarization mechanism periodically compresses multiple historical interactions into structured short summaries, reducing token consumption while preserving core insights.66% similarUnverifiedShort-term memory generally retains the raw content of the most recent 5–10 conversation turns and triggers a compression summary when the threshold is exceeded.65% similarUnverifiedIn scenarios requiring precise tracing of history over long debugging cycles or code review that relies on complete conversation records, disabling idle auto-compaction is more prudent.64% similar
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