Hugging Face's logo

layel2
/
dinov2-base

Image Feature Extraction
Transformers
Safetensors
dinov2
Inference Endpoints
Model card Files Community
dinov2-base
File size: 922 Bytes 
c974bb2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1f39d7e
c974bb2
 
 
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
 
{
  "_name_or_path": "facebook/dinov2-base",
  "apply_layernorm": true,
  "architectures": [
    "Dinov2Model"
  ],
  "attention_probs_dropout_prob": 0.0,
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "image_size": 518,
  "initializer_range": 0.02,
  "layer_norm_eps": 1e-06,
  "layerscale_value": 1.0,
  "mlp_ratio": 4,
  "model_type": "dinov2",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "out_features": [
    "stage12"
  ],
  "out_indices": [
    12
  ],
  "patch_size": 14,
  "qkv_bias": true,
  "reshape_hidden_states": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7",
    "stage8",
    "stage9",
    "stage10",
    "stage11",
    "stage12"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.39.3",
  "use_swiglu_ffn": false
}