Kouta Nakayama commited on
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73fae94
1 Parent(s): dec4eeb

Delete fairseq_train.sh

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  1. fairseq_train.sh +0 -20
fairseq_train.sh DELETED
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- TOTAL_UPDATES=125000 # Total number of training steps
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- WARMUP_UPDATES=10000 # Warmup the learning rate over this many updates
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- PEAK_LR=0.00005 # Peak learning rate, adjust as needed
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- TOKENS_PER_SAMPLE=512 # Max sequence length
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- MAX_POSITIONS=512 # Num. positional embeddings (usually same as above)
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- MAX_SENTENCES=32 # Number of sequences per batch (batch size) #origin 16
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- UPDATE_FREQ=2 # Increase the batch size 16x #origin 16
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-
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- DATA_DIR=data/wiki201221_janome_vocab_32000/data-bin
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-
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- fairseq-train --fp16 $DATA_DIR \
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- --task masked_lm --criterion masked_lm \
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- --arch roberta_base --sample-break-mode complete --tokens-per-sample $TOKENS_PER_SAMPLE \
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- --optimizer adam --adam-betas '(0.9, 0.98)' --adam-eps 1e-6 --clip-norm 0.0 \
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- --lr-scheduler polynomial_decay --lr $PEAK_LR --warmup-updates $WARMUP_UPDATES --total-num-update $TOTAL_UPDATES \
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- --dropout 0.1 --attention-dropout 0.1 --weight-decay 0.01 \
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- --batch-size $MAX_SENTENCES --update-freq $UPDATE_FREQ \
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- --save-dir model/roberta_base_wiki201221_janome_vocab_32000 --save-interval 10 \
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- --max-update $TOTAL_UPDATES --log-format simple --log-interval 1 \
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- --skip-invalid-size-inputs-valid-test