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# @package _group_
common:
fp16: true
log_format: json
log_interval: 200
checkpoint:
no_epoch_checkpoints: true
task:
_name: masked_lm
data: ???
sample_break_mode: complete
tokens_per_sample: 512
criterion: masked_lm
dataset:
batch_size: 16
ignore_unused_valid_subsets: true
optimizer:
_name: adam
weight_decay: 0.01
adam_betas: (0.9,0.98)
adam_eps: 1e-06
lr_scheduler:
_name: polynomial_decay
warmup_updates: 10000
optimization:
clip_norm: 0
lr: [0.0005]
max_update: 125000
update_freq: [16]
model:
_name: roberta
max_positions: 512
dropout: 0.1
attention_dropout: 0.1
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