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AlexN
/
xls-r-300m-fr

Automatic Speech Recognition
Transformers
PyTorch
French
wav2vec2
Generated from Trainer
hf-asr-leaderboard
mozilla-foundation/common_voice_8_0
robust-speech-event
Eval Results
Inference Endpoints
Model card Files Community
1
xls-r-300m-fr
File size: 2,216 Bytes 
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{
    "os": "Linux-4.15.0-151-generic-x86_64-with-glibc2.10",
    "python": "3.8.8",
    "heartbeatAt": "2022-01-30T17:47:50.968083",
    "startedAt": "2022-01-30T17:47:49.159655",
    "docker": null,
    "gpu": "Tesla V100S-PCIE-32GB",
    "gpu_count": 1,
    "cpu_count": 60,
    "cuda": null,
    "args": [
        "--dataset_name=mozilla-foundation/common_voice_8_0",
        "--model_name_or_path=facebook/wav2vec2-xls-r-300m",
        "--dataset_config_name=fr",
        "--tokenizer_name_or_path=./",
        "--output_dir=./",
        "--overwrite_output_dir",
        "--num_train_epochs=4",
        "--per_device_train_batch_size=64",
        "--per_device_eval_batch_size=64",
        "--gradient_accumulation_steps=1",
        "--learning_rate=2e-4",
        "--warmup_steps=2500",
        "--length_column_name=input_length",
        "--evaluation_strategy=steps",
        "--text_column_name=sentence",
        "--save_steps=500",
        "--eval_steps=500",
        "--logging_steps=100",
        "--layerdrop=0.0",
        "--activation_dropout=0.05",
        "--save_total_limit=2",
        "--freeze_feature_encoder",
        "--feat_proj_dropout=0.0",
        "--mask_time_prob=0.6",
        "--mask_time_length=10",
        "--mask_feature_prob=0.25",
        "--mask_feature_length=10",
        "--gradient_checkpointing",
        "--report_to=wandb",
        "--run_name=xls-r-300m-fr",
        "--max_train_samples=1000",
        "--max_eval_samples=6000",
        "--max_duration_in_seconds=10",
        "--use_auth_token",
        "--fp16",
        "--group_by_length",
        "--preprocessing_num_workers=64",
        "--do_train",
        "--do_eval",
        "--load_best_model_at_end",
        "--push_to_hub"
    ],
    "state": "running",
    "program": "run_speech_recognition_ctc.py",
    "codePath": "run_speech_recognition_ctc.py",
    "git": {
        "remote": "https://huggingface.co/AlexN/xls-r-300m-fr",
        "commit": "9d07727def2251b0909520344156eb711ff096b9"
    },
    "email": "alexandrenap@hotmail.fr",
    "root": "/workspace/xls-r-300m-fr",
    "host": "job-1abccd0a-3293-4ffe-8274-9e8f841f653f",
    "username": "ovh",
    "executable": "/opt/conda/bin/python"
}