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ogoshi2000
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stance-nystromformer

Text Classification
Transformers
PyTorch
nystromformer
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stance-nystromformer
File size: 1,335 Bytes 
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{
    "_CHeeSEArguments": "CHeeSEArguments",
    "model_name_or_path": "LennartKeller/nystromformer-gottbert-base-8192",
    "dataset_path": "./dataset.py",
    "metric_path": "./metric.py",
    "task": "stance_detection",
    "first_sentence_inputs": [
        "question"
    ],
    "second_sentence_inputs": [
        "title",
        "snippet",
        "paragraphs"
    ],
    "labels_to_predict": [
        "stance"
    ],
    "_CHeeSETrainingArguments": "CHeeSETrainingArguments",
    "do_train": true,
    "do_eval": true,
    "do_predict": true,
    "do_cross_validation": false,
    "output_dir": "/netscratch/schnitzler/nystromformer-8",
    "logging_dir": "/netscratch/schnitzler/nystromformer-8",
    "save_total_limit": 3,
    "log_to_file": true,
    "logging_strategy": "steps",
    "logging_steps": 50,
    "cross_validation_folds": 5,
    "save_steps": 1000,
    "evaluation_strategy": "steps",
    "eval_steps": 500,
    "seed": 121,
    "num_train_epochs": 4,
    "per_device_train_batch_size": 8,
    "per_device_eval_batch_size": 8,
    "learning_rate": 3e-05,
    "prediction_csv_kwargs": {
        "index": false
    },
    "prediction_columns_to_include": [
        "title",
        "snippet",
        "paragraphs",
        "question",
        "labels",
        "stance"
    ],
    "overwrite_output_dir": true
}