[doc] Fix broken links + remove crazy big notebook
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@@ -2,7 +2,7 @@
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## SQuAD
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Based on the script [`run_squad.py`](https://github.com/huggingface/transformers/blob/master/examples/run_squad.py).
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Based on the script [`run_squad.py`](https://github.com/huggingface/transformers/blob/master/examples/question-answering/run_squad.py).
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#### Fine-tuning BERT on SQuAD1.0
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@@ -51,7 +51,7 @@ exact_match = 81.22
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Here is an example using distributed training on 8 V100 GPUs and Bert Whole Word Masking uncased model to reach a F1 > 93 on SQuAD1.1:
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```bash
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python -m torch.distributed.launch --nproc_per_node=8 ./examples/run_squad.py \
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python -m torch.distributed.launch --nproc_per_node=8 ./examples/question-answering/run_squad.py \
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--model_type bert \
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--model_name_or_path bert-large-uncased-whole-word-masking \
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--do_train \
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