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jcmc
/
wav2vec-cv7-1b-ir

Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
wav2vec2
mozilla-foundation/common_voice_7_0
Generated from Trainer
ga-IE
robust-speech-event
hf-asr-leaderboard
Eval Results
Inference Endpoints
Model card Files Metrics Community
wav2vec-cv7-1b-ir
File size: 2,221 Bytes 
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    "python": "3.8.8",
    "heartbeatAt": "2022-02-03T15:45:49.563390",
    "startedAt": "2022-02-03T15:45:48.515172",
    "docker": null,
    "gpu": "Tesla V100S-PCIE-32GB",
    "gpu_count": 1,
    "cpu_count": 60,
    "cuda": null,
    "args": [
        "--dataset_name=mozilla-foundation/common_voice_7_0",
        "--model_name_or_path=facebook/wav2vec2-xls-r-1b",
        "--dataset_config_name=ga-IE",
        "--output_dir=./",
        "--overwrite_output_dir",
        "--num_train_epochs=100",
        "--per_device_train_batch_size=16",
        "--per_device_eval_batch_size=16",
        "--gradient_accumulation_steps=2",
        "--learning_rate=2e-5",
        "--warmup_steps=1000",
        "--length_column_name=input_length",
        "--evaluation_strategy=steps",
        "--text_column_name=sentence",
        "--chars_to_ignore",
        ",",
        "?",
        ".",
        "!",
        "-",
        ";",
        ":",
        "\"",
        "\u201c",
        "%",
        "\u2018",
        "\u201d",
        "\ufffd",
        "\u2014",
        "\u2019",
        "\u2026",
        "\u2013",
        "--save_steps=500",
        "--eval_steps=500",
        "--logging_steps=100",
        "--layerdrop=0.0",
        "--activation_dropout=0.1",
        "--save_total_limit=3",
        "--freeze_feature_encoder",
        "--feat_proj_dropout=0.0",
        "--mask_time_prob=0.75",
        "--mask_time_length=10",
        "--mask_feature_prob=0.4",
        "--mask_feature_length=64",
        "--gradient_checkpointing",
        "--use_auth_token",
        "--fp16",
        "--group_by_length",
        "--do_train",
        "--do_eval",
        "--push_to_hub"
    ],
    "state": "running",
    "program": "run_speech_recognition_ctc.py",
    "codePath": "run_speech_recognition_ctc.py",
    "git": {
        "remote": "https://huggingface.co/jcmc/wav2vec-cv7-1b-ir",
        "commit": "f30c4d78e4deef4e27e5687f9decfbd11bab0a6c"
    },
    "email": "jcmcdonald96@gmail.com",
    "root": "/workspace/wav2vec-cv7-1b-ir",
    "host": "job-829e2c87-5501-41ef-ad65-a05e9b64bfd7",
    "username": "ovh",
    "executable": "/opt/conda/bin/python"
}