{
  "context_test": "Evaluate model performance and attention stability across varying input lengths by processing progressively longer prompts to identify token processing limits and degradation thresholds.",
  "limitation": "This request is not a real context sweep unless the server is relaunched at different ctx sizes.",
  "next_step": "Restart the inference server with explicitly configured context window parameters (e.g., 2k, 4k, 8k, 16k) and re-run the evaluation pipeline to capture accurate scaling metrics."
}