julien-c HF staff commited on
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Migrate model card from transformers-repo

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Read announcement at https://discuss.huggingface.co/t/announcement-all-model-cards-will-be-migrated-to-hf-co-model-repos/2755
Original file history: https://github.com/huggingface/transformers/commits/master/model_cards/twmkn9/distilbert-base-uncased-squad2/README.md

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+ This model is [Distilbert base uncased](https://huggingface.co/distilbert-base-uncased) trained on SQuAD v2 as:
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+
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+ ```
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+ export SQUAD_DIR=../../squad2
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+ python3 run_squad.py
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+ --model_type distilbert
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+ --model_name_or_path distilbert-base-uncased
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+ --do_train
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+ --do_eval
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+ --overwrite_cache
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+ --do_lower_case
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+ --version_2_with_negative
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+ --save_steps 100000
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+ --train_file $SQUAD_DIR/train-v2.0.json
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+ --predict_file $SQUAD_DIR/dev-v2.0.json
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+ --per_gpu_train_batch_size 8
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+ --num_train_epochs 3
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+ --learning_rate 3e-5
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+ --max_seq_length 384
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+ --doc_stride 128
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+ --output_dir ./tmp/distilbert_fine_tuned/
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+ ```
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+
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+ Performance on a dev subset is close to the original paper:
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+
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+ ```
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+ Results:
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+ {
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+ 'exact': 64.88976637051661,
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+ 'f1': 68.1776176526635,
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+ 'total': 6078,
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+ 'HasAns_exact': 69.7594501718213,
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+ 'HasAns_f1': 76.62665295288285,
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+ 'HasAns_total': 2910,
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+ 'NoAns_exact': 60.416666666666664,
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+ 'NoAns_f1': 60.416666666666664,
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+ 'NoAns_total': 3168,
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+ 'best_exact': 64.88976637051661,
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+ 'best_exact_thresh': 0.0,
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+ 'best_f1': 68.17761765266337,
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+ 'best_f1_thresh': 0.0
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+ }
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+ ```
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+
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+ We are hopeful this might save you time, energy, and compute. Cheers!