File size: 2,533 Bytes
2ea2835
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
86
87
88
89
90
91
92
93
94
95
96
97
98
99
{
  "variant": "14B three encoders, checkpoint 80",
  "reference_count": 8000,
  "weights": [
    10.0,
    1.0,
    1.0
  ],
  "divisor": 3.0,
  "batch_geometry": [
    256,
    128,
    128
  ],
  "branches": {
    "DINOv3": {
      "sigma": 341.2794189453125,
      "landmark_shape": [
        256,
        1024,
        1024
      ],
      "nystrom": {
        "bandwidth_source": "median_frobenius_distance",
        "generated_gram": "biased_exact_including_diagonal",
        "kernel": "gaussian_rbf",
        "kernel_metric": "frobenius",
        "kmeans": "deterministic_farthest_first_lloyd",
        "kmeans_iterations": 20,
        "median_max_samples": 2048,
        "num_landmarks": 256,
        "reference_count": 8000,
        "ridge": 1e-06,
        "sample_axis": "video",
        "sample_shape": [
          1024,
          1024
        ],
        "seed": 0
      },
      "content_hash": "67851f7828ee0b9e12643242ff93f2b2b9b7c56059e51b9b2f267972da15eba9"
    },
    "V-JEPA 2": {
      "sigma": 3025.305908203125,
      "landmark_shape": [
        1024,
        1024,
        1024
      ],
      "nystrom": {
        "bandwidth_source": "median_frobenius_distance",
        "generated_gram": "biased_exact_including_diagonal",
        "kernel": "gaussian_rbf",
        "kernel_metric": "frobenius",
        "kmeans": "deterministic_farthest_first_lloyd",
        "kmeans_iterations": 20,
        "median_max_samples": 2048,
        "num_landmarks": 1024,
        "reference_count": 8000,
        "ridge": 1e-06,
        "sample_axis": "video",
        "sample_shape": [
          1024,
          1024
        ],
        "seed": 0
      },
      "content_hash": "d588e77dd6ea5d5611f5aeaac2c7f9a8c4e4fc36940209df32118a91e22d168b"
    },
    "VideoMAEv2": {
      "sigma": 3204.123291015625,
      "landmark_shape": [
        256,
        1280,
        1024
      ],
      "nystrom": {
        "bandwidth_source": "median_frobenius_distance",
        "generated_gram": "biased_exact_including_diagonal",
        "kernel": "gaussian_rbf",
        "kernel_metric": "frobenius",
        "kmeans": "deterministic_farthest_first_lloyd",
        "kmeans_iterations": 20,
        "median_max_samples": 2048,
        "num_landmarks": 256,
        "reference_count": 8000,
        "ridge": 1e-06,
        "sample_axis": "video",
        "sample_shape": [
          1280,
          1024
        ],
        "seed": 0
      },
      "content_hash": "88d55200ebb71d20ea75c70358eb8e5e68511c030546c5f832b53e591dd5a9b2"
    }
  }
}