@@ -461,9 +461,9 @@ Here is a detailed documentation of the classes in the package and how to use th
| Sub-section | Description |
|-|-|
| [Loading Google AI's/OpenAI's pre-trained weigths](#Loading-Google-AI-or-OpenAI-pre-trained-weigths-and-PyTorch-dump) | How to load Google AI/OpenAI's pre-trained weight or a PyTorch saved instance |
| [PyTorch models](#PyTorch-models) | API of the eight PyTorch model classes: `BertModel`, `BertForMaskedLM`, `BertForNextSentencePrediction`, `BertForPreTraining`, `BertForSequenceClassification`, `BertForMultipleChoice` or `BertForQuestionAnswering` |
| [Tokenizer: `BertTokenizer`](#Tokenizer-BertTokenizer) | API of the `BertTokenizer` class|
| [Optimizer: `BertAdam`](#Optimizer-BertAdam) | API of the `BertAdam` class |
| [PyTorch models](#PyTorch-models) | API of the BERT, GPT, GPT-2 and Transformer-XL PyTorch model classes |
| [Tokenizers](#tokenizers) | API of the tokenizers class for BERT, GPT, GPT-2 and Transformer-XL|
| [Optimizers](#optimizerss) | API of the optimizers |
### Loading Google AI or OpenAI pre-trained weigths or PyTorch dump
