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xls-r-1b-cv_8-fr

Automatic Speech Recognition
Transformers
PyTorch
French
wav2vec2
mozilla-foundation/common_voice_8_0
Generated from Trainer
robust-speech-event
hf-asr-leaderboard
Eval Results
Inference Endpoints
Model card Files Community
xls-r-1b-cv_8-fr
File size: 2,037 Bytes 
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{
    "os": "Linux-4.15.0-151-generic-x86_64-with-glibc2.10",
    "python": "3.8.8",
    "heartbeatAt": "2022-02-03T17:06:45.575424",
    "startedAt": "2022-02-03T17:06:43.880126",
    "docker": null,
    "gpu": "Tesla V100S-PCIE-32GB",
    "gpu_count": 1,
    "cpu_count": 60,
    "cuda": null,
    "args": [
        "--activation_dropout=0.1",
        "--dataset_name=mozilla-foundation/common_voice_8_0",
        "--dataset_config_name=fr",
        "--eval_steps=1000",
        "--evaluation_strategy=steps",
        "--feat_proj_dropout=0.0",
        "--freeze_feature_encoder",
        "--fp16",
        "--gradient_accumulation_steps=8",
        "--gradient_checkpointing",
        "--group_by_length",
        "--layerdrop=0.0",
        "--learning_rate=7.5e-5",
        "--length_column_name=input_length",
        "--load_best_model_at_end",
        "--logging_steps=100",
        "--mask_feature_length=64",
        "--mask_feature_prob=0.25",
        "--mask_time_length=10",
        "--mask_time_prob=0.75",
        "--model_name_or_path=facebook/wav2vec2-xls-r-1b",
        "--num_train_epochs=4.0",
        "--output_dir=./",
        "--overwrite_output_dir",
        "--per_device_train_batch_size=16",
        "--per_device_eval_batch_size=16",
        "--preprocessing_num_workers=4",
        "--push_to_hub",
        "--report_to=wandb",
        "--save_steps=1000",
        "--save_total_limit=3",
        "--text_column_name=sentence",
        "--use_auth_token",
        "--warmup_steps=2000",
        "--do_train",
        "--do_eval"
    ],
    "state": "running",
    "program": "run_speech_recognition_ctc.py",
    "codePath": "run_speech_recognition_ctc.py",
    "git": {
        "remote": "https://huggingface.co/Plim/xls-r-1b-cv_8-fr",
        "commit": "ebbddbdacf75c38de19deb21c69a9660a28fd1a6"
    },
    "email": "lim.pascal93@gmail.com",
    "root": "/workspace/xls-r-1b-cv_8-fr",
    "host": "job-597becdf-05fc-498e-bdc5-d363b0af8ddd",
    "username": "ovh",
    "executable": "/opt/conda/bin/python"
}