Upload tiny models for LayoutLMv2ForQuestionAnswering

This commit is contained in:
Yih-Dar SHIEH 2022-11-23 19:22:48 +00:00
parent 028e0ce1c7
commit f452e28dd3
7 changed files with 61384 additions and 0 deletions

130
config.json Normal file
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{
"architectures": [
"LayoutLMv2ForQuestionAnswering"
],
"attention_probs_dropout_prob": 0.1,
"convert_sync_batchnorm": true,
"coordinate_size": 6,
"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": 18,
"MODEL.RESNETS.NUM_GROUPS": 1,
"MODEL.RESNETS.OUT_FEATURES": [
"res2",
"res3",
"res4",
"res5"
],
"MODEL.RESNETS.RES2_OUT_CHANNELS": 64,
"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,
"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": 36,
"image_feature_pool_shape": [
7,
7,
256
],
"initializer_range": 0.02,
"intermediate_size": 37,
"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": 4,
"num_hidden_layers": 3,
"pad_token_id": 0,
"rel_2d_pos_bins": 64,
"rel_pos_bins": 32,
"shape_size": 6,
"torch_dtype": "float32",
"transformers_version": "4.25.0.dev0",
"type_vocab_size": 16,
"vocab_size": 30522
}

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preprocessor_config.json Normal file
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{
"apply_ocr": true,
"do_resize": true,
"feature_extractor_type": "LayoutLMv2FeatureExtractor",
"image_processor_type": "LayoutLMv2ImageProcessor",
"ocr_lang": null,
"resample": 2,
"size": {
"height": 224,
"width": 224
},
"tesseract_config": ""
}

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pytorch_model.bin (Stored with Git LFS) Normal file

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special_tokens_map.json Normal file
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{
"cls_token": "[CLS]",
"mask_token": "[MASK]",
"pad_token": "[PAD]",
"sep_token": "[SEP]",
"unk_token": "[UNK]"
}

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tokenizer.json Normal file

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tokenizer_config.json Normal file
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{
"additional_special_tokens": null,
"cls_token": "[CLS]",
"cls_token_box": [
0,
0,
0,
0
],
"do_basic_tokenize": true,
"do_lower_case": true,
"mask_token": "[MASK]",
"model_max_length": 512,
"name_or_path": "temp/dummy/layoutlmv2/processors",
"never_split": null,
"only_label_first_subword": true,
"pad_token": "[PAD]",
"pad_token_box": [
0,
0,
0,
0
],
"pad_token_label": -100,
"sep_token": "[SEP]",
"sep_token_box": [
1000,
1000,
1000,
1000
],
"special_tokens_map_file": null,
"strip_accents": null,
"tokenize_chinese_chars": true,
"tokenizer_class": "LayoutLMv2Tokenizer",
"unk_token": "[UNK]"
}

30522
vocab.txt Normal file

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