FULL AI ANALYSIS

Local LLM slows down dramatically after a long conversation

Generated Sep 26, 2026, 11:55:04 AM

Analysis summary

The reported behaviour is consistent with the key-value cache outgrows available VRAM and layers spill to system memory. The safest next step is to verify that hypothesis with a reversible test before making permanent configuration changes.

Possible causes

The key-value cache outgrows available VRAM and layers spill to system memory.

87%

A recent software, firmware or configuration change is exposing an existing compatibility issue.

39%

Suggested fixes

1

Verify the likely cause

Reduce context length, summarize older turns, use a smaller quantization and monitor VRAM allocation while reproducing the slowdown.

2

Validate and monitor

Reproduce the issue once after the change, review relevant logs or metrics, and keep a rollback path until the system has remained stable.