File size: 962 Bytes
1cd8176
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
python run_speech_recognition_seq2seq.py \
	--model_name_or_path="openai/whisper-large-v3" \
	--dataset_name="mozilla-foundation/common_voice_16_0" \
	--dataset_config_name="mn" \
	--language="mongolian" \
	--train_split_name="train+validation" \
	--eval_split_name="test" \
	--num_train_epochs="10" \
	--output_dir="./" \
	--per_device_train_batch_size="32" \
	--per_device_eval_batch_size="32" \
	--logging_steps="25" \
	--learning_rate="1e-4" \
	--warmup_steps="500" \
	--evaluation_strategy="steps" \
	--eval_steps="500" \
	--save_strategy="steps" \
	--save_steps="1000" \
	--generation_max_length="225" \
	--length_column_name="input_length" \
	--max_duration_in_seconds="30" \
	--text_column_name="sentence" \
	--freeze_feature_encoder="False" \
	--streaming="False" \
	--gradient_checkpointing \
	--fp16 \
        --fp16_full_eval \
	--overwrite_output_dir \
	--do_train \
	--do_eval \
	--predict_with_generate \
	--use_auth_token \
        --push_to_hub