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Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator
Browse filesBeep boop, I am a bot from Hugging Face's automatic model evaluator 馃憢! We've added a new `verifyToken` field to your evaluation results to verify that they are produced by the model evaluator. Accept this PR to ensure that your results remain listed as **verified** on the [Hub leaderboard](https://huggingface.co/spaces/autoevaluate/leaderboards).
README.md
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## Albert Transformer on SQuAD-v2
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Training is done on the [SQuAD_v2](https://rajpurkar.github.io/SQuAD-explorer/) dataset. The model can be accessed via HuggingFace:
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## Model Specifications
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We have used the following parameters:
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- num_train_epochs=0.25,
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- per_device_train_batch_size=5,
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- per_device_eval_batch_size=10,
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- warmup_steps=100,
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- weight_decay=0.01,
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## Usage Specifications
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```python
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from transformers import AutoTokenizer,AutoModelForQuestionAnswering
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from transformers import pipeline
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model=AutoModelForQuestionAnswering.from_pretrained('abhilash1910/albert-squad-v2')
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tokenizer=AutoTokenizer.from_pretrained('abhilash1910/albert-squad-v2')
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nlp_QA=pipeline('question-answering',model=model,tokenizer=tokenizer)
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QA_inp={
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'question': 'How many parameters does Bert large have?',
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'context': 'Bert large is really big... it has 24 layers, for a total of 340M parameters.Altogether it is 1.34 GB so expect it to take a couple minutes to download to your Colab instance.'
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}
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result=nlp_QA(QA_inp)
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result
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```
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## Result
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The result is:
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{'answer': '340M', 'end': 65, 'score': 0.14847151935100555, 'start': 61}
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---
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language:
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- en
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config: squad_v2
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split: validation
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metrics:
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type: exact_match
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value: 23.6563
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verified: true
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value: 29.3808
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verified: true
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---
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---
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language:
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- en
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config: squad_v2
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split: validation
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metrics:
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- type: exact_match
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value: 23.6563
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name: Exact Match
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verified: true
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verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTE5ZTM2YzIwZjBhYjM0ZDUyNzBiMjg1YjZhMGJiMGViMjYzYjQ5ZmI4MGFkYmU4YjY1OTNjYzAwZWRlZjIwNSIsInZlcnNpb24iOjF9.jlvV8WRPSPKJm6UdApoh-dXcAOmLPtF5smsHt39RoO4sFzzbH6elUz5yPF5Lt9Yc2YDIl6c8JDsODqMxmsD0Bg
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- type: f1
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value: 29.3808
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name: F1
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verified: true
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verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2ZjYWRlYTI1NDkwYzNhMzM5YTg2NjZmODg0NjNkOGM3YjM2NTlkYjVhZWI0MzlmNjNkMTMxODlkNTY3ODBkMiIsInZlcnNpb24iOjF9.CR1MYeU3uqld9bbI8CLupMtote4WEG9fIq9enwhFJfVpChIT9BGKm86zaPmXHg0yBaNHgkMaEt_a-DaIdiEwAg
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---
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