Hugging Face's logo

liuliu96
/
layoutlmv2-base-uncased_finetuned_docvqa

Document Question Answering
Transformers
PyTorch
TensorBoard
layoutlmv2
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
2
layoutlmv2-base-uncased_finetuned_docvqa
File size: 2,756 Bytes 
5bb6b6e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
 
{
  "_name_or_path": "microsoft/layoutlmv2-base-uncased",
  "architectures": [
    "LayoutLMv2ForQuestionAnswering"
  ],
  "attention_probs_dropout_prob": 0.1,
  "convert_sync_batchnorm": true,
  "coordinate_size": 128,
  "detectron2_config_args": {
    "MODEL.ANCHOR_GENERATOR.SIZES": [
      [
        32
      ],
      [
        64
      ],
      [
        128
      ],
      [
        256
      ],
      [
        512
      ]
    ],
    "MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone",
    "MODEL.FPN.IN_FEATURES": [
      "res2",
      "res3",
      "res4",
      "res5"
    ],
    "MODEL.MASK_ON": true,
    "MODEL.PIXEL_STD": [
      57.375,
      57.12,
      58.395
    ],
    "MODEL.POST_NMS_TOPK_TEST": 1000,
    "MODEL.RESNETS.ASPECT_RATIOS": [
      [
        0.5,
        1.0,
        2.0
      ]
    ],
    "MODEL.RESNETS.DEPTH": 101,
    "MODEL.RESNETS.NUM_GROUPS": 32,
    "MODEL.RESNETS.OUT_FEATURES": [
      "res2",
      "res3",
      "res4",
      "res5"
    ],
    "MODEL.RESNETS.SIZES": [
      [
        32
      ],
      [
        64
      ],
      [
        128
      ],
      [
        256
      ],
      [
        512
      ]
    ],
    "MODEL.RESNETS.STRIDE_IN_1X1": false,
    "MODEL.RESNETS.WIDTH_PER_GROUP": 8,
    "MODEL.ROI_BOX_HEAD.NAME": "FastRCNNConvFCHead",
    "MODEL.ROI_BOX_HEAD.NUM_FC": 2,
    "MODEL.ROI_BOX_HEAD.POOLER_RESOLUTION": 14,
    "MODEL.ROI_HEADS.IN_FEATURES": [
      "p2",
      "p3",
      "p4",
      "p5"
    ],
    "MODEL.ROI_HEADS.NAME": "StandardROIHeads",
    "MODEL.ROI_HEADS.NUM_CLASSES": 5,
    "MODEL.ROI_MASK_HEAD.NAME": "MaskRCNNConvUpsampleHead",
    "MODEL.ROI_MASK_HEAD.NUM_CONV": 4,
    "MODEL.ROI_MASK_HEAD.POOLER_RESOLUTION": 7,
    "MODEL.RPN.IN_FEATURES": [
      "p2",
      "p3",
      "p4",
      "p5",
      "p6"
    ],
    "MODEL.RPN.POST_NMS_TOPK_TRAIN": 1000,
    "MODEL.RPN.PRE_NMS_TOPK_TEST": 1000,
    "MODEL.RPN.PRE_NMS_TOPK_TRAIN": 2000
  },
  "fast_qkv": true,
  "gradient_checkpointing": false,
  "has_relative_attention_bias": true,
  "has_spatial_attention_bias": true,
  "has_visual_segment_embedding": true,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "image_feature_pool_shape": [
    7,
    7,
    256
  ],
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "layer_norm_eps": 1e-12,
  "max_2d_position_embeddings": 1024,
  "max_position_embeddings": 512,
  "max_rel_2d_pos": 256,
  "max_rel_pos": 128,
  "model_type": "layoutlmv2",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 0,
  "rel_2d_pos_bins": 64,
  "rel_pos_bins": 32,
  "shape_size": 128,
  "torch_dtype": "float32",
  "transformers_version": "4.28.1",
  "type_vocab_size": 2,
  "vocab_size": 30522
}