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shpotes
/
xls-r-eus

Automatic Speech Recognition
Transformers
PyTorch
Basque
wav2vec2
mozilla-foundation/common_voice_8_0
Generated from Trainer
robust-speech-event
et
hf-asr-leaderboard
Eval Results
Inference Endpoints
Model card Files Community
xls-r-eus
File size: 2,334 Bytes 
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    "python": "3.9.6",
    "heartbeatAt": "2022-02-06T04:35:16.820568",
    "startedAt": "2022-02-06T04:35:15.779968",
    "docker": null,
    "gpu": "Tesla V100-PCIE-32GB",
    "gpu_count": 3,
    "cpu_count": 64,
    "cuda": null,
    "args": [
        "--dataset_name=mozilla-foundation/common_voice_8_0",
        "--model_name_or_path=facebook/wav2vec2-xls-r-300m",
        "--dataset_config_name=eu",
        "--output_dir=./",
        "--overwrite_output_dir",
        "--num_train_epochs=100",
        "--per_device_train_batch_size=72",
        "--per_device_eval_batch_size=72",
        "--gradient_accumulation_steps=2",
        "--learning_rate=3e-4",
        "--save_total_limit=1",
        "--warmup_steps=500",
        "--evaluation_strategy=steps",
        "--text_column_name=sentence",
        "--length_column_name=input_length",
        "--save_steps=500",
        "--eval_steps=500",
        "--logging_steps=100",
        "--layerdrop=0.0",
        "--freeze_feature_encoder",
        "--feat_proj_dropout=0.1",
        "--chars_to_ignore",
        ",",
        "?",
        ".",
        "!",
        "-",
        ";",
        ":",
        "\"",
        "\u201c",
        "%",
        "\u2018",
        "\u201d",
        "\ufffd",
        "\u2014",
        "\u2019",
        "\u2026",
        "\u2013",
        "--gradient_checkpointing",
        "--lr_scheduler_type=cosine",
        "--fp16",
        "--group_by_length",
        "--mask_time_prob=0.1",
        "--mask_time_length=10",
        "--report_to=wandb",
        "--run_name=cosine+drop_proj+low_specaugment-300M+cv_8_0",
        "--do_train",
        "--do_eval",
        "--use_auth_token",
        "--push_to_hub"
    ],
    "state": "running",
    "program": "/home/sagrilaft/Project/audio/xls-r-eus/src/run_speech_recognition_ctc_bnb.py",
    "codePath": "src/run_speech_recognition_ctc_bnb.py",
    "git": {
        "remote": "https://huggingface.co/shpotes/xls-r-eus",
        "commit": "a9c6c150723de524a89bd71107dad862f6bd86e5"
    },
    "email": "shpotes3@gmail.com",
    "root": "/home/sagrilaft/Project/audio/xls-r-eus",
    "host": "ganymede.eafit.edu.co",
    "username": "sagrilaft",
    "executable": "/home/sagrilaft/Project/audio/xls-r-et/.venv/bin/python"
}