Hugging Face's logo

facebook
/
data2vec-vision-large

Image Classification Transformers PyTorch TensorFlow Safetensors
data2vec-vision image-feature-extraction vision Inference Endpoints
Model card Files Community
2
data2vec-vision-large
File size: 1,037 Bytes 
9352793
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "architectures": [
    "Data2VecVisionModel"
  ],
  "attention_probs_dropout_prob": 0.0,
  "auxiliary_channels": 256,
  "auxiliary_concat_input": false,
  "auxiliary_loss_weight": 0.4,
  "auxiliary_num_convs": 1,
  "drop_path_rate": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 1024,
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 4096,
  "layer_norm_eps": 1e-12,
  "layer_scale_init_value": 0.1,
  "model_type": "data2vec-vision",
  "num_attention_heads": 16,
  "num_channels": 3,
  "num_hidden_layers": 24,
  "out_indices": [
    3,
    5,
    7,
    11
  ],
  "patch_size": 16,
  "pool_scales": [
    1,
    2,
    3,
    6
  ],
  "semantic_loss_ignore_index": 255,
  "torch_dtype": "float32",
  "transformers_version": "4.19.0.dev0",
  "use_absolute_position_embeddings": false,
  "use_auxiliary_head": true,
  "use_mask_token": false,
  "use_mean_pooling": false,
  "use_relative_position_bias": false,
  "use_shared_relative_position_bias": true,
  "vocab_size": 8192
}