{ "execution_mode": "offline analysis of fresh CPU INT8 model execution", "model_id": "Qwen/Qwen2.5-0.5B-Instruct", "model_revision": "7ae557604adf67be50417f59c2c2f167def9a775", "quantized_linear_modules": 169, "comparison": { "predicted_tokens": 41, "baseline_token_weighted_nll": 6.035825868932212, "candidate_token_weighted_nll": 7.285529497193127, "nll_increase": 1.2497036282609146, "likelihood_regression": true }, "limits": "Development likelihood only; no held-out task-quality, GPU performance or production acceptance." }