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@@ -460,7 +460,7 @@ 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 |
+| [Loading Google AI's/OpenAI's pre-trained weigths](#loading-google-ai-or-openai-pre-trained-weigths-or-pytorch-dump) | How to load Google AI/OpenAI's pre-trained weight or a PyTorch saved instance |
 | [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 |