Adam789 commited on
Commit
d7f635d
1 Parent(s): b1c4808

Upload LayoutLMv2ForTokenClassification

Browse files
Files changed (2) hide show
  1. config.json +183 -0
  2. pytorch_model.bin +3 -0
config.json ADDED
@@ -0,0 +1,183 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "microsoft/layoutlmv2-base-uncased",
3
+ "architectures": [
4
+ "LayoutLMv2ForTokenClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "convert_sync_batchnorm": true,
8
+ "coordinate_size": 128,
9
+ "detectron2_config_args": {
10
+ "MODEL.ANCHOR_GENERATOR.SIZES": [
11
+ [
12
+ 32
13
+ ],
14
+ [
15
+ 64
16
+ ],
17
+ [
18
+ 128
19
+ ],
20
+ [
21
+ 256
22
+ ],
23
+ [
24
+ 512
25
+ ]
26
+ ],
27
+ "MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone",
28
+ "MODEL.FPN.IN_FEATURES": [
29
+ "res2",
30
+ "res3",
31
+ "res4",
32
+ "res5"
33
+ ],
34
+ "MODEL.MASK_ON": true,
35
+ "MODEL.PIXEL_STD": [
36
+ 57.375,
37
+ 57.12,
38
+ 58.395
39
+ ],
40
+ "MODEL.POST_NMS_TOPK_TEST": 1000,
41
+ "MODEL.RESNETS.ASPECT_RATIOS": [
42
+ [
43
+ 0.5,
44
+ 1.0,
45
+ 2.0
46
+ ]
47
+ ],
48
+ "MODEL.RESNETS.DEPTH": 101,
49
+ "MODEL.RESNETS.NUM_GROUPS": 32,
50
+ "MODEL.RESNETS.OUT_FEATURES": [
51
+ "res2",
52
+ "res3",
53
+ "res4",
54
+ "res5"
55
+ ],
56
+ "MODEL.RESNETS.SIZES": [
57
+ [
58
+ 32
59
+ ],
60
+ [
61
+ 64
62
+ ],
63
+ [
64
+ 128
65
+ ],
66
+ [
67
+ 256
68
+ ],
69
+ [
70
+ 512
71
+ ]
72
+ ],
73
+ "MODEL.RESNETS.STRIDE_IN_1X1": false,
74
+ "MODEL.RESNETS.WIDTH_PER_GROUP": 8,
75
+ "MODEL.ROI_BOX_HEAD.NAME": "FastRCNNConvFCHead",
76
+ "MODEL.ROI_BOX_HEAD.NUM_FC": 2,
77
+ "MODEL.ROI_BOX_HEAD.POOLER_RESOLUTION": 14,
78
+ "MODEL.ROI_HEADS.IN_FEATURES": [
79
+ "p2",
80
+ "p3",
81
+ "p4",
82
+ "p5"
83
+ ],
84
+ "MODEL.ROI_HEADS.NAME": "StandardROIHeads",
85
+ "MODEL.ROI_HEADS.NUM_CLASSES": 5,
86
+ "MODEL.ROI_MASK_HEAD.NAME": "MaskRCNNConvUpsampleHead",
87
+ "MODEL.ROI_MASK_HEAD.NUM_CONV": 4,
88
+ "MODEL.ROI_MASK_HEAD.POOLER_RESOLUTION": 7,
89
+ "MODEL.RPN.IN_FEATURES": [
90
+ "p2",
91
+ "p3",
92
+ "p4",
93
+ "p5",
94
+ "p6"
95
+ ],
96
+ "MODEL.RPN.POST_NMS_TOPK_TRAIN": 1000,
97
+ "MODEL.RPN.PRE_NMS_TOPK_TEST": 1000,
98
+ "MODEL.RPN.PRE_NMS_TOPK_TRAIN": 2000
99
+ },
100
+ "fast_qkv": true,
101
+ "gradient_checkpointing": false,
102
+ "has_relative_attention_bias": true,
103
+ "has_spatial_attention_bias": true,
104
+ "has_visual_segment_embedding": false,
105
+ "hidden_act": "gelu",
106
+ "hidden_dropout_prob": 0.1,
107
+ "hidden_size": 768,
108
+ "id2label": {
109
+ "0": "B-Chapter",
110
+ "1": "I-Chapter",
111
+ "2": "B-Section",
112
+ "3": "I-Section",
113
+ "4": "B-Paragraph",
114
+ "5": "I-Paragraph",
115
+ "6": "B-Quote",
116
+ "7": "I-Quote",
117
+ "8": "B-Item",
118
+ "9": "I-Item",
119
+ "10": "B-Figure",
120
+ "11": "I-Figure",
121
+ "12": "B-P-continue",
122
+ "13": "I-P-continue",
123
+ "14": "B-Caption",
124
+ "15": "I-Caption",
125
+ "16": "B-Quote-con",
126
+ "17": "I-Quote-con",
127
+ "18": "B-Footnote",
128
+ "19": "I-Footnote",
129
+ "20": "B-Table",
130
+ "21": "I-Table",
131
+ "22": "O"
132
+ },
133
+ "image_feature_pool_shape": [
134
+ 7,
135
+ 7,
136
+ 256
137
+ ],
138
+ "initializer_range": 0.02,
139
+ "intermediate_size": 3072,
140
+ "label2id": {
141
+ "B-Caption": 14,
142
+ "B-Chapter": 0,
143
+ "B-Figure": 10,
144
+ "B-Footnote": 18,
145
+ "B-Item": 8,
146
+ "B-P-continue": 12,
147
+ "B-Paragraph": 4,
148
+ "B-Quote": 6,
149
+ "B-Quote-con": 16,
150
+ "B-Section": 2,
151
+ "B-Table": 20,
152
+ "I-Caption": 15,
153
+ "I-Chapter": 1,
154
+ "I-Figure": 11,
155
+ "I-Footnote": 19,
156
+ "I-Item": 9,
157
+ "I-P-continue": 13,
158
+ "I-Paragraph": 5,
159
+ "I-Quote": 7,
160
+ "I-Quote-con": 17,
161
+ "I-Section": 3,
162
+ "I-Table": 21,
163
+ "O": 22
164
+ },
165
+ "layer_norm_eps": 1e-12,
166
+ "max_2d_position_embeddings": 1024,
167
+ "max_position_embeddings": 1024,
168
+ "max_rel_2d_pos": 256,
169
+ "max_rel_pos": 128,
170
+ "model_type": "layoutlmv2",
171
+ "num_attention_heads": 12,
172
+ "num_hidden_layers": 12,
173
+ "output_past": true,
174
+ "pad_token_id": 0,
175
+ "problem_type": "multi_label_classification",
176
+ "rel_2d_pos_bins": 64,
177
+ "rel_pos_bins": 32,
178
+ "shape_size": 128,
179
+ "torch_dtype": "float32",
180
+ "transformers_version": "4.29.2",
181
+ "type_vocab_size": 2,
182
+ "vocab_size": 30522
183
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ddaa8efdb7fd7ece0c1354ee54718b89dd38ae294f7cf2b092f157f593269e0
3
+ size 803857209