{ "format": "mindpipe_hf_save_pretrained_debug", "algorithm": "splitquant", "model_path": "/mnt/82_store/LLM-weights/Qwen3.5-4B", "result_dir": "/mnt/82_store/wxx/HWQuant/Mindpipe/results/Qwen3.5-4B/splitquant/splitquant_w8a8_q16k16v16_seq512", "weight_bits": 8, "activation_bits": 8, "sequence_length": 512, "group_size": 128, "output_dir": "/mnt/82_store/wxx/HWQuant/Mindpipe/tmp_hf_save/Qwen3.5-4B-SplitQuant-w8a8g128/_pre_save_workflow", "pre_save_metrics": { "perplexity": 12.042268661599156, "evaluation_dataset": "wikitext2", "sequence_length": 512, "evaluated_chunks": 4, "batch_size": 1, "elapsed_seconds": 3.419880154542625, "tokens_per_second": 597.681762995395, "model_path": "/mnt/82_store/LLM-weights/Qwen3.5-4B", "quantization_algorithm": "splitquant", "weight_bits": 8, "activation_bits": 8, "device": "cuda:0", "dtype": "float16", "artifacts_path": "artifacts.json" }, "load_note": "Use MindPipe to rebuild the compression structure before loading the HF state dict." }