{ "format": "mindpipe_hf_save_pretrained_debug", "algorithm": "awq", "model_path": "/mnt/82_store/LLM-weights/openbmb/MiniCPM-V", "result_dir": "/mnt/82_store/wxx/HWQuant/Mindpipe/results/MiniCPM-V/awq/awq_w4a16_seq512", "weight_bits": 4, "activation_bits": 16, "sequence_length": 512, "group_size": 128, "output_dir": "/mnt/82_store/wxx/HWQuant/Mindpipe/tmp_hf_save/MiniCPM-V-AWQ-w4a16g128/_pre_save_workflow", "pre_save_metrics": { "perplexity": 9.501230692469067, "evaluation_dataset": "wikitext2", "sequence_length": 512, "evaluated_chunks": 4, "batch_size": 1, "elapsed_seconds": 0.47178575303405523, "tokens_per_second": 4332.475041594689, "model_path": "/mnt/82_store/LLM-weights/openbmb/MiniCPM-V", "quantization_algorithm": "awq", "weight_bits": 4, "activation_bits": 16, "device": "cuda:0", "dtype": "float16", "artifacts_path": "artifacts.json" }, "load_note": "Use MindPipe to rebuild the compression structure before loading the HF state dict." }