examples/test-t5-explorer.okt

# okto_version: "1.2"

# Teste 6: T5 com EXPLORER - AutoML Básico
# Modelo: google/t5-small
# Objetivo: Testar bloco EXPLORER para busca de hiperparâmetros

PROJECT "test_t5_explorer"
DESCRIPTION "Teste T5 com EXPLORER - busca automática de hiperparâmetros"

ENV {
  accelerator: "gpu"
  min_memory: "4GB"
  precision: "fp16"
  backend: "oktoseek"
  install_missing: true
}

DATASET {
  train: "dataset/train.jsonl"
  validation: "dataset/val.jsonl"
}

MODEL {
  base: "t5-small"
  device: "auto"
}

TRAIN {
  epochs: 3
  batch_size: 8
  learning_rate: 0.0001
  device: "auto"
}

EXPLORER {
  try {
    lr: [0.001, 0.0005, 0.0001]
    batch_size: [4, 8, 16]
    optimizer: ["adamw", "sgd"]
  }
  max_tests: 5
  pick_best_by: "val_loss"
}

MONITOR {
  metrics: ["loss", "val_loss", "accuracy"]
  log_to: "logs/explorer_test.log"
}

EXPORT {
  format: ["okm"]
  path: "export/"
}