File size: 1,069 Bytes
fbf43fd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
{
  "format": "mindpipe_hf_save_pretrained_debug",
  "algorithm": "smoothquant",
  "model_path": "/mnt/82_store/LLM-weights/Qwen3.5-4B",
  "result_dir": "/mnt/82_store/wxx/HWQuant/Mindpipe/results/Qwen3.5-4B/smoothquant/smoothquant_w8a8_seq512_alpha0p85",
  "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-SmoothQuant-w8a8/_pre_save_workflow",
  "pre_save_metrics": {
    "perplexity": 12.321548162109526,
    "evaluation_dataset": "wikitext2",
    "sequence_length": 512,
    "evaluated_chunks": 4,
    "batch_size": 1,
    "elapsed_seconds": 2.5450740084052086,
    "tokens_per_second": 803.1200637975982,
    "model_path": "/mnt/82_store/LLM-weights/Qwen3.5-4B",
    "quantization_algorithm": "smoothquant",
    "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."
}