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  "tensorboard_log_dir": "tensorboard",
  "transforms": [
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    "filtertoolong"
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  "report_every": 100,
  "tensorboard_log_dir_dated": "tensorboard/Mar-22_13-21-16",
  "src_vocab_size": 20000,
  "seed": 1234,
  "tgt_vocab_size": 20000,
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  "tgt_vocab": "ar.eole.vocab",
  "tensorboard": true,
  "src_vocab": "en.eole.vocab",
  "valid_metrics": [
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  ],
  "share_vocab": false,
  "save_data": "en-ar/data",
  "vocab_size_multiple": 8,
  "n_sample": 0,
  "training": {
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    ],
    "bucket_size": 128000,
    "prefetch_factor": 200,
    "warmup_steps": 5000,
    "accum_steps": [
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    ],
    "accum_count": [
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    "adam_beta2": 0.998,
    "normalization": "tokens",
    "batch_type": "tokens",
    "attention_dropout": [
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    "batch_size": 16384,
    "learning_rate": 2.0,
    "keep_checkpoint": 4,
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    "optim": "pagedadamw8bit",
    "average_decay": 0.0001,
    "param_init_method": "xavier_uniform",
    "decay_method": "noam",
    "gpu_ranks": [
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    "train_steps": 200000,
    "num_workers": 0,
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    "dropout_steps": [
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    "model_path": "model",
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    "label_smoothing": 0.1,
    "compute_dtype": "torch.float16",
    "save_checkpoint_steps": 1000
  },
  "transforms_configs": {
    "sentencepiece": {
      "src_subword_nbest": -1,
      "src_subword_alpha": 0.5,
      "tgt_subword_model": "${MODEL_PATH}/ar.spm.model",
      "src_subword_model": "${MODEL_PATH}/en.spm.model"
    },
    "filtertoolong": {
      "src_seq_length": 256,
      "tgt_seq_length": 256
    }
  },
  "model": {
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    "hidden_size": 1024,
    "heads": 8,
    "share_embeddings": false,
    "transformer_ff": 4096,
    "share_decoder_embeddings": true,
    "add_qkvbias": false,
    "add_estimator": false,
    "norm_eps": 1e-06,
    "layer_norm": "standard",
    "architecture": "transformer",
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      "src_word_vec_size": 1024,
      "word_vec_size": 1024,
      "tgt_word_vec_size": 1024
    },
    "decoder": {
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      "layer_norm": "standard",
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      "decoder_type": "transformer",
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      "n_positions": null,
      "transformer_ff": 4096,
      "layers": 2,
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      "tgt_word_vec_size": 1024
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    "encoder": {
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      "layer_norm": "standard",
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      "mlp_activation_fn": "gelu",
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  },
  "data": {
    "corpus_1": {
      "transforms": [
        "sentencepiece",
        "filtertoolong"
      ],
      "path_sco": "hf://quickmt/quickmt-train.ar-en/sco",
      "path_src": "hf://quickmt/quickmt-train.ar-en/en",
      "path_tgt": "hf://quickmt/quickmt-train.ar-en/ar",
      "path_align": null
    },
    "valid": {
      "transforms": [
        "sentencepiece",
        "filtertoolong"
      ],
      "path_src": "flores-dev.en",
      "path_align": null,
      "path_tgt": "flores-dev.ar"
    }
  }
}