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  "overwrite": true,
  "valid_metrics": [
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  "tgt_vocab_size": 20000,
  "tensorboard": true,
  "tensorboard_log_dir_dated": "tensorboard/Apr-28_20-08-59",
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  "save_data": "data",
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  "src_vocab": "es.eole.vocab",
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  "tensorboard_log_dir": "tensorboard",
  "report_every": 100,
  "seed": 1234,
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    "accum_steps": [
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    "attention_dropout": [
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    "warmup_steps": 4000,
    "normalization": "tokens",
    "bucket_size": 128000,
    "compute_dtype": "torch.float16",
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    "optim": "adamw",
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    "dropout_steps": [
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    "train_from": "quickmt-es-en-eole-model",
    "gpu_ranks": [
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    "decay_method": "noam",
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    "save_checkpoint_steps": 5000
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    "transformer_ff": 4096,
    "position_encoding_type": "SinusoidalInterleaved",
    "heads": 8,
    "share_embeddings": false,
    "hidden_size": 1024,
    "architecture": "transformer",
    "decoder": {
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      "n_positions": null,
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      "tgt_word_vec_size": 1024
    },
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      "tgt_word_vec_size": 1024
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      "path_tgt": "train.en",
      "transforms": [
        "sentencepiece",
        "filtertoolong"
      ],
      "path_align": null
    },
    "valid": {
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      "path_tgt": "dev.en",
      "transforms": [
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        "filtertoolong"
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      "path_align": null
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  },
  "transforms_configs": {
    "filtertoolong": {
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      "src_seq_length": 256
    },
    "sentencepiece": {
      "tgt_subword_model": "${MODEL_PATH}/en.spm.model",
      "src_subword_model": "${MODEL_PATH}/es.spm.model"
    }
  }
}