File size: 2,216 Bytes
6a63ea0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
{
  "ok": true,
  "mode": "run",
  "model": "runtime_moe8_artifacts/checkpoints/lfm25_experts_int8_mlx",
  "data": "runtime_moe8_artifacts/datasets/hermes_filtered_text_10k",
  "save_model": null,
  "unified_memory_gb": 68.719476736,
  "target_memory_limit_gb": 55.0,
  "hard_memory_limit_gb": 60.0,
  "layers": [
    22,
    23
  ],
  "groups": [
    [
      22,
      23
    ]
  ],
  "group_size": 2,
  "max_seq_length": 2048,
  "prefer_long": false,
  "train_router": true,
  "loss_before": 6.162249565124512,
  "loss_after": 6.163837432861328,
  "tokens": 2047,
  "elapsed_s": 1.6018787079956383,
  "peak_memory_gb": 16.264195438,
  "group_reports": [
    {
      "group": [
        22,
        23
      ],
      "loss": 6.127015113830566,
      "tokens": 2047,
      "elapsed_s": 0.8993441659258679,
      "trainable_param_count": 704774144,
      "trainable_tensor_count": 8,
      "peak_memory_gb": 16.264195438,
      "code_changes": {
        "22": {
          "gate_proj": {
            "changed_codes": 7001976,
            "total_codes": 29360128,
            "changed_fraction": 0.23848588126046316,
            "saturation_rate": 0.0
          },
          "up_proj": {
            "changed_codes": 7199564,
            "total_codes": 29360128,
            "changed_fraction": 0.24521568843296596,
            "saturation_rate": 0.0
          },
          "down_proj": {
            "changed_codes": 7144004,
            "total_codes": 29360128,
            "changed_fraction": 0.24332332611083984,
            "saturation_rate": 0.0
          }
        },
        "23": {
          "gate_proj": {
            "changed_codes": 6822416,
            "total_codes": 29360128,
            "changed_fraction": 0.23237010410853795,
            "saturation_rate": 0.0
          },
          "up_proj": {
            "changed_codes": 7092182,
            "total_codes": 29360128,
            "changed_fraction": 0.24155827930995397,
            "saturation_rate": 0.0
          },
          "down_proj": {
            "changed_codes": 6881317,
            "total_codes": 29360128,
            "changed_fraction": 0.23437626021248953,
            "saturation_rate": 0.0
          }
        }
      }
    }
  ]
}