初始化项目,由ModelHub XC社区提供模型
Model: mikr/whisper-large-v3-czech-cv13 Source: Original Platform
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39
run-stream.sh
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39
run-stream.sh
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deepspeed run_speech_recognition_seq2seq_streaming.py \
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--deepspeed="ds_config.json" \
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--model_name_or_path="openai/whisper-large-v3" \
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--dataset_name="mozilla-foundation/common_voice_13_0" \
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--dataset_config_name="cs" \
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--language="czech" \
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--train_split_name="train+validation" \
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--eval_split_name="test" \
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--max_steps="5000" \
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--output_dir="./" \
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--per_device_train_batch_size="20" \
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--per_device_eval_batch_size="16" \
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--gradient_accumulation_steps="1" \
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--logging_steps="25" \
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--learning_rate="1e-6" \
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--warmup_steps="500" \
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--evaluation_strategy="steps" \
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--eval_steps="1000" \
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--save_strategy="steps" \
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--save_steps="1000" \
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--generation_max_length="225" \
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--length_column_name="input_length" \
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--max_duration_in_seconds="30" \
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--text_column_name="sentence" \
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--freeze_feature_encoder="False" \
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--report_to="tensorboard" \
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--metric_for_best_model="wer" \
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--greater_is_better="False" \
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--load_best_model_at_end \
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--gradient_checkpointing \
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--fp16 \
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--overwrite_output_dir \
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--do_train \
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--do_eval \
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--predict_with_generate \
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--do_normalize_eval \
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--streaming="False" \
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--use_auth_token \
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--push_to_hub
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