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albert-base-v2-squad2

twmkn9 / albert-base-v2-squad2

Run on huggingface.co
huggingface.co
Total runs: 946
24-hour runs: 10
7-day runs: -66
30-day runs: -1.3K
Model's Last Updated: December 12 2020
question-answering

Introduction of albert-base-v2-squad2

Model Details of albert-base-v2-squad2

This model is ALBERT base v2 trained on SQuAD v2 as: 

export SQUAD_DIR=../../squad2
python3 run_squad.py 
    --model_type albert 
    --model_name_or_path albert-base-v2 
    --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/albert_fine/

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

Results: 
{
    'exact': 78.71010200723923, 
    'f1': 81.89228117126069, 
    'total': 6078, 
    'HasAns_exact': 75.39518900343643, 
    'HasAns_f1': 82.04167868004215, 
    'HasAns_total': 2910, 
    'NoAns_exact': 81.7550505050505, 
    'NoAns_f1': 81.7550505050505, 
    'NoAns_total': 3168, 
    'best_exact': 78.72655478775913, 
    'best_exact_thresh': 0.0, 
    'best_f1': 81.90873395178066, 
    'best_f1_thresh': 0.0
}

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

Runs of twmkn9 albert-base-v2-squad2 on huggingface.co

946
Total runs
10
24-hour runs
-7
3-day runs
-66
7-day runs
-1.3K
30-day runs

More Information About albert-base-v2-squad2 huggingface.co Model

albert-base-v2-squad2 huggingface.co

albert-base-v2-squad2 huggingface.co is an AI model on huggingface.co that provides albert-base-v2-squad2's model effect (), which can be used instantly with this twmkn9 albert-base-v2-squad2 model. huggingface.co supports a free trial of the albert-base-v2-squad2 model, and also provides paid use of the albert-base-v2-squad2. Support call albert-base-v2-squad2 model through api, including Node.js, Python, http.

albert-base-v2-squad2 huggingface.co Url

https://huggingface.co/twmkn9/albert-base-v2-squad2

twmkn9 albert-base-v2-squad2 online free

albert-base-v2-squad2 huggingface.co is an online trial and call api platform, which integrates albert-base-v2-squad2's modeling effects, including api services, and provides a free online trial of albert-base-v2-squad2, you can try albert-base-v2-squad2 online for free by clicking the link below.

twmkn9 albert-base-v2-squad2 online free url in huggingface.co:

https://huggingface.co/twmkn9/albert-base-v2-squad2

albert-base-v2-squad2 install

albert-base-v2-squad2 is an open source model from GitHub that offers a free installation service, and any user can find albert-base-v2-squad2 on GitHub to install. At the same time, huggingface.co provides the effect of albert-base-v2-squad2 install, users can directly use albert-base-v2-squad2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

albert-base-v2-squad2 install url in huggingface.co:

https://huggingface.co/twmkn9/albert-base-v2-squad2

Url of albert-base-v2-squad2

albert-base-v2-squad2 huggingface.co Url

Provider of albert-base-v2-squad2 huggingface.co

twmkn9
ORGANIZATIONS
huggingface.co

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