Hugging Face's logo

amaye15
/
DaViT

Transformers
Safetensors
davit
Inference Endpoints
Model card Files Community
DaViT
File size: 803 Bytes 
c433e44
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a96d58f
c433e44
 
 
 
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
 
{
  "architectures": [
    "DaViTModel"
  ],
  "conv_at_attn": true,
  "conv_at_ffn": true,
  "depths": [
    1,
    1,
    9,
    1
  ],
  "drop_path_rate": 0.1,
  "embed_dims": [
    256,
    512,
    1024,
    2048
  ],
  "enable_checkpoint": false,
  "in_chans": 3,
  "mlp_ratio": 4.0,
  "model_type": "davit",
  "norm_layer": "layer_norm",
  "num_groups": [
    8,
    16,
    32,
    64
  ],
  "num_heads": [
    8,
    16,
    32,
    64
  ],
  "patch_padding": [
    3,
    1,
    1,
    1
  ],
  "patch_prenorm": [
    false,
    true,
    true,
    true
  ],
  "patch_size": [
    7,
    3,
    3,
    3
  ],
  "patch_stride": [
    4,
    2,
    2,
    2
  ],
  "projection_dim": 1024,
  "qkv_bias": true,
  "torch_dtype": "float16",
  "transformers_version": "4.43.3",
  "window_size": 12
}