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global:
dashboard_port: 8787
base_model: "dkleczek/bert-base-polish-cased-v1"
random_seed: 44
actions:
extraction:
num_partitions: 2_000
num_workers: 24
worker_memory_limit: "2GB"
tokenization:
min_tokens: 10
max_tokens: 500
num_workers: 24
worker_memory_limit: "2GB"
exploding:
num_workers: 24
worker_memory_limit: "2GB"
reindexing:
num_workers: 1
worker_memory_limit: "60GB"
stats:
num_workers: 24
worker_memory_limit: "2GB"
training:
learning_rate: 0.0001
num_epochs: 5
batch_size: 2
save_step: 100
max_training_time: null
loss_averaging_span: 1000
fresh_start: true
device: "cuda:0"
translations:
extraction:
num_partitions: 2_000
num_workers: 24
worker_memory_limit: "2GB"
create_batches:
num_workers: 24
worker_memory_limit: "2GB"
min_tokens: 5
max_tokens: 300
exploding:
num_workers: 24
worker_memory_limit: "2GB"
reindexing:
num_workers: 1
worker_memory_limit: "60GB"
training:
learning_rate: 0.0001
num_epochs: 5
batch_size: 10
save_step: 1000
max_training_time: "4h"
loss_averaging_span: 1000
fresh_start: false
device: "cuda:1"