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distilbert-base-uncased-squad2

twmkn9 / distilbert-base-uncased-squad2

Run on huggingface.co
huggingface.co
Total runs: 244
24-hour runs: 3
7-day runs: -21
30-day runs: -383
Model's Last Updated: December 12 2020
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Introduction of distilbert-base-uncased-squad2

Model Details of distilbert-base-uncased-squad2

This model is Distilbert base uncased trained on SQuAD v2 as: 

export SQUAD_DIR=../../squad2
python3 run_squad.py 
    --model_type distilbert 
    --model_name_or_path distilbert-base-uncased
    --do_train 
    --do_eval 
    --overwrite_cache 
    --do_lower_case 
    --version_2_with_negative 
    --save_steps 100000 
    --train_file $SQUAD_DIR/train-v2.0.json 
    --predict_file $SQUAD_DIR/dev-v2.0.json 
    --per_gpu_train_batch_size 8 
    --num_train_epochs 3 
    --learning_rate 3e-5 
    --max_seq_length 384 
    --doc_stride 128 
    --output_dir ./tmp/distilbert_fine_tuned/

Performance on a dev subset is close to the original paper: 

Results: 
{
    'exact': 64.88976637051661, 
    'f1': 68.1776176526635, 
    'total': 6078, 
    'HasAns_exact': 69.7594501718213, 
    'HasAns_f1': 76.62665295288285, 
    'HasAns_total': 2910, 
    'NoAns_exact': 60.416666666666664, 
    'NoAns_f1': 60.416666666666664, 
    'NoAns_total': 3168, 
    'best_exact': 64.88976637051661, 
    'best_exact_thresh': 0.0, 
    'best_f1': 68.17761765266337, 
    'best_f1_thresh': 0.0
}

We are hopeful this might save you time, energy, and compute. Cheers!

Runs of twmkn9 distilbert-base-uncased-squad2 on huggingface.co

244
Total runs
3
24-hour runs
-19
3-day runs
-21
7-day runs
-383
30-day runs

More Information About distilbert-base-uncased-squad2 huggingface.co Model

distilbert-base-uncased-squad2 huggingface.co

distilbert-base-uncased-squad2 huggingface.co is an AI model on huggingface.co that provides distilbert-base-uncased-squad2's model effect (), which can be used instantly with this twmkn9 distilbert-base-uncased-squad2 model. huggingface.co supports a free trial of the distilbert-base-uncased-squad2 model, and also provides paid use of the distilbert-base-uncased-squad2. Support call distilbert-base-uncased-squad2 model through api, including Node.js, Python, http.

distilbert-base-uncased-squad2 huggingface.co Url

https://huggingface.co/twmkn9/distilbert-base-uncased-squad2

twmkn9 distilbert-base-uncased-squad2 online free

distilbert-base-uncased-squad2 huggingface.co is an online trial and call api platform, which integrates distilbert-base-uncased-squad2's modeling effects, including api services, and provides a free online trial of distilbert-base-uncased-squad2, you can try distilbert-base-uncased-squad2 online for free by clicking the link below.

twmkn9 distilbert-base-uncased-squad2 online free url in huggingface.co:

https://huggingface.co/twmkn9/distilbert-base-uncased-squad2

distilbert-base-uncased-squad2 install

distilbert-base-uncased-squad2 is an open source model from GitHub that offers a free installation service, and any user can find distilbert-base-uncased-squad2 on GitHub to install. At the same time, huggingface.co provides the effect of distilbert-base-uncased-squad2 install, users can directly use distilbert-base-uncased-squad2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

distilbert-base-uncased-squad2 install url in huggingface.co:

https://huggingface.co/twmkn9/distilbert-base-uncased-squad2

Url of distilbert-base-uncased-squad2

distilbert-base-uncased-squad2 huggingface.co Url

Provider of distilbert-base-uncased-squad2 huggingface.co

twmkn9
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huggingface.co

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