LayoutXLM not loaded
Author: tommasodelorenzo
Pull request: no

I am trying to use [layoutxlm model](https://huggingface.co/microsoft/layoutxlm-base), but I get the following error when loading either the tokenizer or the model with respectively `AutoTokenizer.from_pretrained("microsoft/layoutxlm-base")` or `AutoModelForTokenClassification.from_pretrained("microsoft/layoutxlm-base")`.
```
---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
<ipython-input-11-381e58ab16b7> in <module>
      1 model_name="microsoft/layoutxlm-base"
----> 2 tokenizer = AutoTokenizer.from_pretrained(model_name)

/opt/conda/lib/python3.8/site-packages/transformers/models/auto/tokenization_auto.py in from_pretrained(cls, pretrained_model_name_or_path, *inputs, **kwargs)
    400         kwargs["_from_auto"] = True
    401         if not isinstance(config, PretrainedConfig):
--> 402             config = AutoConfig.from_pretrained(pretrained_model_name_or_path, **kwargs)
    403 
    404         use_fast = kwargs.pop("use_fast", True)

/opt/conda/lib/python3.8/site-packages/transformers/models/auto/configuration_auto.py in from_pretrained(cls, pretrained_model_name_or_path, **kwargs)
    430         config_dict, _ = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
    431         if "model_type" in config_dict:
--> 432             config_class = CONFIG_MAPPING[config_dict["model_type"]]
    433             return config_class.from_dict(config_dict, **kwargs)
    434         else:

KeyError: 'layoutxlm'
```
Using `transformers 4.6.1`

Comments:
LayoutXLM is not yet supported by the AutoModel API. You can probably plug it into a `LayoutLMTokenizer` and a `LayoutLMForTokenClassification`.  

I had already tried that, but did not work.
```
model_name="microsoft/layoutxlm-base"
tokenizer = LayoutLMTokenizer.from_pretrained(model_name)
```
Gives me the error
```
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-6-720ed3162350> in <module>
      1 model_name="microsoft/layoutxlm-base"
----> 2 tokenizer = LayoutLMTokenizer.from_pretrained(model_name)

/opt/conda/lib/python3.8/site-packages/transformers/tokenization_utils_base.py in from_pretrained(cls, pretrained_model_name_or_path, *init_inputs, **kwargs)
   1717                 logger.info(f"loading file {file_path} from cache at {resolved_vocab_files[file_id]}")
   1718 
-> 1719         return cls._from_pretrained(
   1720             resolved_vocab_files, pretrained_model_name_or_path, init_configuration, *init_inputs, **kwargs
   1721         )

/opt/conda/lib/python3.8/site-packages/transformers/tokenization_utils_base.py in _from_pretrained(cls, resolved_vocab_files, pretrained_model_name_or_path, init_configuration, *init_inputs, **kwargs)
   1789         # Instantiate tokenizer.
   1790         try:
-> 1791             tokenizer = cls(*init_inputs, **init_kwargs)
   1792         except OSError:
   1793             raise OSError(

/opt/conda/lib/python3.8/site-packages/transformers/models/bert/tokenization_bert.py in __init__(self, vocab_file, do_lower_case, do_basic_tokenize, never_split, unk_token, sep_token, pad_token, cls_token, mask_token, tokenize_chinese_chars, strip_accents, **kwargs)
    191         )
    192 
--> 193         if not os.path.isfile(vocab_file):
    194             raise ValueError(
    195                 f"Can't find a vocabulary file at path '{vocab_file}'. To load the vocabulary from a Google pretrained "

/opt/conda/lib/python3.8/genericpath.py in isfile(path)
     28     """Test whether a path is a regular file"""
     29     try:
---> 30         st = os.stat(path)
     31     except (OSError, ValueError):
     32         return False

TypeError: stat: path should be string, bytes, os.PathLike or integer, not NoneType
```
While, `model = LayoutLMModel.from_pretrained(model_name)` does not throw an error, but it seems not able to correctly initialize weights.
```
You are using a model of type layoutxlm to instantiate a model of type layoutlm. This is not supported for all configurations of models and can yield errors.
Some weights of the model checkpoint at microsoft/layoutxlm-base were not used when initializing LayoutLMModel: ['layoutlmv2.visual.backbone.bottom_up.res4.1.conv3.norm.running_var', 'layoutlmv2.encoder.layer.7.output.dense.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.18.conv1.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.17.conv3.norm.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.21.conv3.norm.running_var', 'layoutlmv2.visual.backbone.fpn_output5.bias', 'layoutlmv2.visual.backbone.bottom_up.res2.2.conv3.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.10.conv2.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res2.2.conv3.norm.weight', 'layoutlmv2.encoder.layer.3.output.LayerNorm.bias', 'layoutlmv2.encoder.layer.9.attention.output.LayerNorm.bias', 'layoutlmv2.encoder.layer.10.attention.output.LayerNorm.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.19.conv3.norm.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.20.conv3.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.21.conv2.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.0.conv2.norm.running_mean', 'layoutlmv2.encoder.layer.3.attention.output.dense.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.20.conv2.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res5.0.conv2.norm.running_mean', 'layoutlmv2.visual.backbone.bottom_up.res4.21.conv2.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res3.1.conv2.norm.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.10.conv3.norm.running_var', 'layoutlmv2.embeddings.position_embeddings.weight', 'layoutlmv2.visual.backbone.bottom_up.res2.0.conv1.norm.bias', 'layoutlmv2.embeddings.LayerNorm.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.4.conv2.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.9.conv1.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.9.conv2.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.0.conv2.norm.weight', 'layoutlmv2.visual.backbone.bottom_up.res2.1.conv1.norm.running_mean', 'layoutlmv2.visual.backbone.bottom_up.stem.conv1.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.21.conv1.norm.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.0.shortcut.norm.running_mean', 'layoutlmv2.visual.backbone.bottom_up.res5.1.conv1.norm.running_mean', 'layoutlmv2.visual.backbone.bottom_up.res4.4.conv2.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.13.conv1.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.15.conv2.norm.running_mean', 'layoutlmv2.visual.backbone.bottom_up.res4.2.conv1.weight', 'layoutlmv2.encoder.layer.5.intermediate.dense.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.5.conv1.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.16.conv3.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res5.2.conv1.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res3.0.conv2.weight', 'layoutlmv2.visual.backbone.bottom_up.res2.1.conv1.norm.bias', 'layoutlmv2.visual.backbone.fpn_lateral3.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.19.conv3.norm.running_mean', 'layoutlmv2.visual.backbone.bottom_up.res3.0.conv1.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res3.1.conv1.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res2.0.conv3.norm.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.8.conv1.norm.num_batches_tracked', 'layoutlmv2.encoder.layer.6.output.LayerNorm.bias', 'layoutlmv2.visual.backbone.bottom_up.res2.1.conv3.norm.bias', 'layoutlmv2.encoder.layer.9.attention.self.value.weight', 'layoutlmv2.encoder.layer.5.attention.self.query.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.2.conv2.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.9.conv2.weight', 'layoutlmv2.visual.backbone.bottom_up.res3.0.conv2.norm.weight', 'layoutlmv2.visual.backbone.bottom_up.res3.2.conv3.norm.running_mean', 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'layoutlmv2.encoder.layer.8.intermediate.dense.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.3.conv3.norm.weight', 'layoutlmv2.encoder.layer.2.intermediate.dense.weight', 'layoutlmv2.encoder.layer.0.attention.output.dense.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.10.conv1.norm.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.14.conv1.norm.bias', 'layoutlmv2.encoder.layer.3.attention.self.value.bias', 'layoutlmv2.encoder.layer.5.attention.self.key.weight', 'layoutlmv2.visual.backbone.fpn_lateral2.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.0.conv3.norm.running_mean', 'layoutlmv2.encoder.layer.1.attention.self.query.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.19.conv1.norm.running_var', 'layoutlmv2.encoder.layer.3.attention.output.LayerNorm.bias', 'layoutlmv2.encoder.layer.3.attention.self.value.weight', 'layoutlmv2.visual.backbone.bottom_up.res3.0.conv3.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.22.conv2.weight', 'layoutlmv2.encoder.layer.6.output.dense.bias', 'layoutlmv2.visual.backbone.bottom_up.res2.0.conv1.norm.running_mean', 'layoutlmv2.encoder.layer.8.attention.output.dense.bias', 'layoutlmv2.visual.backbone.bottom_up.res3.3.conv1.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res5.0.conv1.weight', 'layoutlmv2.visual.backbone.bottom_up.res5.0.shortcut.norm.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.5.conv2.norm.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.11.conv3.norm.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.22.conv1.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.7.conv1.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.19.conv1.norm.bias', 'layoutlmv2.encoder.layer.7.attention.self.value.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.15.conv2.norm.bias', 'layoutlmv2.encoder.layer.3.output.dense.bias', 'layoutlmv2.visual.backbone.bottom_up.res3.2.conv2.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.19.conv2.norm.running_var', 'layoutlmv2.visual.backbone.bottom_up.res4.10.conv1.norm.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.11.conv1.norm.bias', 'layoutlmv2.encoder.layer.10.output.LayerNorm.weight', 'layoutlmv2.visual.backbone.bottom_up.res4.16.conv2.norm.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.15.conv3.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.8.conv2.norm.weight', 'layoutlmv2.encoder.layer.3.attention.self.key.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.10.conv2.weight', 'layoutlmv2.encoder.layer.5.attention.output.LayerNorm.bias', 'layoutlmv2.visual.backbone.bottom_up.res4.0.conv1.norm.num_batches_tracked', 'layoutlmv2.visual.backbone.bottom_up.res4.4.conv2.norm.running_mean']
- This IS expected if you are initializing LayoutLMModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing LayoutLMModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of LayoutLMModel were not initialized from the model checkpoint at microsoft/layoutxlm-base and are newly initialized: ['layoutlm.encoder.layer.4.intermediate.dense.weight', 'layoutlm.encoder.layer.4.intermediate.dense.bias', 'layoutlm.encoder.layer.10.attention.self.query.weight', 'layoutlm.encoder.layer.6.output.LayerNorm.bias', 'layoutlm.encoder.layer.2.attention.self.value.bias', 'layoutlm.encoder.layer.2.intermediate.dense.bias', 'layoutlm.encoder.layer.5.output.dense.bias', 'layoutlm.encoder.layer.10.output.LayerNorm.bias', 'layoutlm.encoder.layer.9.output.dense.weight', 'layoutlm.encoder.layer.0.attention.self.value.weight', 'layoutlm.encoder.layer.7.attention.self.key.bias', 'layoutlm.encoder.layer.2.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.1.attention.self.key.weight', 'layoutlm.encoder.layer.8.output.dense.bias', 'layoutlm.encoder.layer.1.intermediate.dense.weight', 'layoutlm.encoder.layer.6.attention.self.query.bias', 'layoutlm.encoder.layer.11.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.3.attention.self.query.bias', 'layoutlm.encoder.layer.1.attention.self.value.bias', 'layoutlm.encoder.layer.7.output.dense.bias', 'layoutlm.encoder.layer.5.attention.output.dense.bias', 'layoutlm.encoder.layer.9.attention.output.dense.bias', 'layoutlm.encoder.layer.9.attention.self.key.bias', 'layoutlm.encoder.layer.9.output.dense.bias', 'layoutlm.encoder.layer.5.output.LayerNorm.bias', 'layoutlm.encoder.layer.6.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.6.output.dense.bias', 'layoutlm.pooler.dense.weight', 'layoutlm.encoder.layer.1.attention.output.dense.bias', 'layoutlm.encoder.layer.7.output.LayerNorm.bias', 'layoutlm.encoder.layer.2.attention.self.key.bias', 'layoutlm.encoder.layer.1.attention.self.value.weight', 'layoutlm.encoder.layer.3.attention.output.dense.weight', 'layoutlm.encoder.layer.10.intermediate.dense.weight', 'layoutlm.encoder.layer.6.attention.self.query.weight', 'layoutlm.encoder.layer.6.attention.output.dense.weight', 'layoutlm.encoder.layer.7.intermediate.dense.bias', 'layoutlm.encoder.layer.3.intermediate.dense.weight', 'layoutlm.encoder.layer.7.attention.self.value.weight', 'layoutlm.encoder.layer.8.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.6.attention.self.key.weight', 'layoutlm.encoder.layer.1.output.dense.bias', 'layoutlm.encoder.layer.3.attention.self.key.weight', 'layoutlm.encoder.layer.5.output.LayerNorm.weight', 'layoutlm.encoder.layer.1.attention.self.query.bias', 'layoutlm.encoder.layer.11.attention.output.dense.weight', 'layoutlm.encoder.layer.10.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.0.attention.self.query.weight', 'layoutlm.encoder.layer.11.attention.self.key.bias', 'layoutlm.encoder.layer.2.attention.self.query.weight', 'layoutlm.encoder.layer.11.attention.self.query.weight', 'layoutlm.encoder.layer.7.attention.self.key.weight', 'layoutlm.encoder.layer.10.output.dense.weight', 'layoutlm.encoder.layer.0.attention.self.key.bias', 'layoutlm.encoder.layer.7.attention.self.query.bias', 'layoutlm.encoder.layer.7.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.9.intermediate.dense.bias', 'layoutlm.encoder.layer.1.attention.self.key.bias', 'layoutlm.encoder.layer.1.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.8.attention.self.value.weight', 'layoutlm.encoder.layer.7.attention.self.value.bias', 'layoutlm.encoder.layer.8.attention.self.key.bias', 'layoutlm.encoder.layer.5.attention.self.query.bias', 'layoutlm.encoder.layer.11.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.10.attention.self.key.weight', 'layoutlm.encoder.layer.2.attention.self.value.weight', 'layoutlm.encoder.layer.11.output.LayerNorm.bias', 'layoutlm.encoder.layer.10.attention.self.value.weight', 'layoutlm.encoder.layer.1.intermediate.dense.bias', 'layoutlm.encoder.layer.2.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.4.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.0.output.dense.weight', 'layoutlm.encoder.layer.4.output.LayerNorm.weight', 'layoutlm.encoder.layer.7.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.3.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.10.output.LayerNorm.weight', 'layoutlm.encoder.layer.3.attention.self.value.weight', 'layoutlm.embeddings.x_position_embeddings.weight', 'layoutlm.encoder.layer.11.attention.self.value.weight', 'layoutlm.encoder.layer.5.intermediate.dense.bias', 'layoutlm.encoder.layer.4.attention.self.query.bias', 'layoutlm.embeddings.word_embeddings.weight', 'layoutlm.encoder.layer.7.attention.self.query.weight', 'layoutlm.encoder.layer.6.output.dense.weight', 'layoutlm.encoder.layer.11.output.dense.bias', 'layoutlm.encoder.layer.2.intermediate.dense.weight', 'layoutlm.encoder.layer.8.attention.self.key.weight', 'layoutlm.encoder.layer.5.output.dense.weight', 'layoutlm.encoder.layer.6.attention.self.value.bias', 'layoutlm.encoder.layer.2.output.LayerNorm.weight', 'layoutlm.encoder.layer.9.attention.output.dense.weight', 'layoutlm.encoder.layer.3.output.dense.weight', 'layoutlm.encoder.layer.5.attention.self.value.weight', 'layoutlm.encoder.layer.9.attention.self.value.weight', 'layoutlm.encoder.layer.1.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.8.output.dense.weight', 'layoutlm.encoder.layer.1.output.LayerNorm.bias', 'layoutlm.encoder.layer.6.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.8.attention.self.value.bias', 'layoutlm.encoder.layer.2.attention.self.query.bias', 'layoutlm.encoder.layer.2.output.dense.bias', 'layoutlm.encoder.layer.4.attention.output.LayerNorm.bias', 'layoutlm.embeddings.h_position_embeddings.weight', 'layoutlm.encoder.layer.0.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.11.output.LayerNorm.weight', 'layoutlm.encoder.layer.5.attention.self.key.weight', 'layoutlm.encoder.layer.7.attention.output.dense.bias', 'layoutlm.encoder.layer.6.intermediate.dense.weight', 'layoutlm.embeddings.token_type_embeddings.weight', 'layoutlm.encoder.layer.11.attention.output.dense.bias', 'layoutlm.encoder.layer.9.attention.self.key.weight', 'layoutlm.encoder.layer.8.output.LayerNorm.weight', 'layoutlm.encoder.layer.6.output.LayerNorm.weight', 'layoutlm.encoder.layer.10.attention.output.dense.bias', 'layoutlm.encoder.layer.7.intermediate.dense.weight', 'layoutlm.encoder.layer.9.output.LayerNorm.weight', 'layoutlm.encoder.layer.0.output.LayerNorm.bias', 'layoutlm.encoder.layer.7.output.LayerNorm.weight', 'layoutlm.encoder.layer.8.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.9.attention.self.query.bias', 'layoutlm.encoder.layer.0.output.LayerNorm.weight', 'layoutlm.encoder.layer.3.intermediate.dense.bias', 'layoutlm.encoder.layer.4.attention.self.key.bias', 'layoutlm.encoder.layer.5.attention.self.query.weight', 'layoutlm.encoder.layer.2.output.dense.weight', 'layoutlm.encoder.layer.5.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.5.intermediate.dense.weight', 'layoutlm.encoder.layer.5.attention.self.key.bias', 'layoutlm.encoder.layer.8.attention.output.dense.bias', 'layoutlm.encoder.layer.10.output.dense.bias', 'layoutlm.encoder.layer.9.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.4.attention.self.value.weight', 'layoutlm.encoder.layer.1.output.dense.weight', 'layoutlm.encoder.layer.4.output.dense.weight', 'layoutlm.encoder.layer.8.attention.output.dense.weight', 'layoutlm.encoder.layer.3.output.LayerNorm.bias', 'layoutlm.encoder.layer.11.intermediate.dense.weight', 'layoutlm.encoder.layer.4.output.LayerNorm.bias', 'layoutlm.encoder.layer.11.output.dense.weight', 'layoutlm.encoder.layer.7.attention.output.dense.weight', 'layoutlm.embeddings.LayerNorm.weight', 'layoutlm.encoder.layer.2.attention.self.key.weight', 'layoutlm.encoder.layer.11.intermediate.dense.bias', 'layoutlm.encoder.layer.2.output.LayerNorm.bias', 'layoutlm.encoder.layer.3.output.dense.bias', 'layoutlm.encoder.layer.3.attention.self.key.bias', 'layoutlm.encoder.layer.8.attention.self.query.bias', 'layoutlm.encoder.layer.1.output.LayerNorm.weight', 'layoutlm.embeddings.w_position_embeddings.weight', 'layoutlm.encoder.layer.9.intermediate.dense.weight', 'layoutlm.encoder.layer.10.attention.self.value.bias', 'layoutlm.encoder.layer.8.attention.self.query.weight', 'layoutlm.encoder.layer.9.attention.self.value.bias', 'layoutlm.encoder.layer.4.attention.output.dense.bias', 'layoutlm.encoder.layer.11.attention.self.query.bias', 'layoutlm.encoder.layer.5.attention.output.dense.weight', 'layoutlm.encoder.layer.0.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.11.attention.self.value.bias', 'layoutlm.encoder.layer.0.output.dense.bias', 'layoutlm.encoder.layer.3.attention.output.dense.bias', 'layoutlm.encoder.layer.9.attention.self.query.weight', 'layoutlm.encoder.layer.3.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.3.attention.self.query.weight', 'layoutlm.embeddings.LayerNorm.bias', 'layoutlm.encoder.layer.10.attention.self.key.bias', 'layoutlm.encoder.layer.2.attention.output.dense.bias', 'layoutlm.encoder.layer.6.intermediate.dense.bias', 'layoutlm.encoder.layer.7.output.dense.weight', 'layoutlm.encoder.layer.10.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.9.attention.output.LayerNorm.bias', 'layoutlm.encoder.layer.0.attention.self.query.bias', 'layoutlm.encoder.layer.2.attention.output.dense.weight', 'layoutlm.embeddings.position_embeddings.weight', 'layoutlm.encoder.layer.10.attention.self.query.bias', 'layoutlm.encoder.layer.4.attention.self.key.weight', 'layoutlm.encoder.layer.5.attention.output.LayerNorm.weight', 'layoutlm.encoder.layer.0.attention.self.key.weight', 'layoutlm.encoder.layer.8.intermediate.dense.weight', 'layoutlm.encoder.layer.0.attention.output.dense.weight', 'layoutlm.encoder.layer.3.attention.self.value.bias', 'layoutlm.encoder.layer.10.intermediate.dense.bias', 'layoutlm.encoder.layer.11.attention.self.key.weight', 'layoutlm.encoder.layer.4.output.dense.bias', 'layoutlm.encoder.layer.3.output.LayerNorm.weight', 'layoutlm.encoder.layer.0.intermediate.dense.bias', 'layoutlm.encoder.layer.5.attention.self.value.bias', 'layoutlm.encoder.layer.0.attention.output.dense.bias', 'layoutlm.pooler.dense.bias', 'layoutlm.encoder.layer.6.attention.self.value.weight', 'layoutlm.encoder.layer.0.attention.self.value.bias', 'layoutlm.encoder.layer.6.attention.self.key.bias', 'layoutlm.encoder.layer.1.attention.output.dense.weight', 'layoutlm.encoder.layer.4.attention.self.value.bias', 'layoutlm.encoder.layer.6.attention.output.dense.bias', 'layoutlm.embeddings.y_position_embeddings.weight', 'layoutlm.encoder.layer.9.output.LayerNorm.bias', 'layoutlm.encoder.layer.4.attention.output.dense.weight', 'layoutlm.encoder.layer.10.attention.output.dense.weight', 'layoutlm.encoder.layer.1.attention.self.query.weight', 'layoutlm.encoder.layer.8.output.LayerNorm.bias', 'layoutlm.encoder.layer.0.intermediate.dense.weight', 'layoutlm.encoder.layer.4.attention.self.query.weight', 'layoutlm.encoder.layer.8.intermediate.dense.bias']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
```

Hmm ok, I thought LayoutXLM was equivalent to LayoutLM, but apparently it isn't. I guess one would need to add LayoutXLM to HuggingFace Transformers in order to properly load it. Otherwise, you can use the newly released layoutlmft package by the original authors as explained [here](https://github.com/microsoft/unilm/tree/master/layoutxlm).

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