training / flax /long_form_transcription_scripts /run_eval_with_pipeline.sh
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Saving train state of step 50
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#!/usr/bin/env bash
DATASET_NAMES="librispeech_asr+librispeech_asr+common_voice_13_0+voxpopuli+ami-ihm+ami-sdm+peoples_speech-clean+tedlium+switchboard-data+gigaspeech-l+spgispeech+chime4+google/fleurs+sanchit-gandhi/earnings22_split_resampled"
DATASET_CONFIG_NAMES="all+all+en+en+ihm+sdm+clean+release3+all+l+L+1-channel+en_us+default"
DATASET_SPLIT_NAMES="validation.clean+validation.other+validation+validation+validation+validation+validation+validation+validation+validation+validation+validation+validation+validation"
TEXT_COLUMN_NAMES="text+text+text+text+text+text+text+text+text+text+text+text+transcription+sentence"
python run_long_form_transcription.py \
--model_name_or_path "sanchit-gandhi/large-32-2-ts-28k-wer-10-converted-context-20s" \
--dataset_name $DATASET_NAMES \
--dataset_config_name $DATASET_CONFIG_NAMES \
--dataset_split_name $DATASET_SPLIT_NAMES \
--text_column_name $TEXT_COLUMN_NAMES \
--cache_dir "/home/sanchitgandhi/.cache" \
--dataset_cache_dir "/home/sanchitgandhi/.cache" \
--output_dir "./" \
--wandb_dir "/home/sanchitgandhi/.cache" \
--wandb_project "distil-whisper-eval" \
--wandb_name "large-32-2-ts-freeze-28k-wer-10-30k-steps-chunk-length-15-context-20" \
--per_device_eval_batch_size 1 \
--chunk_length_s 15 \
--dtype "bfloat16" \
--report_to "wandb" \
--streaming