{ "valid_metrics": [ "BLEU" ], "report_every": 100, "src_vocab": "zh-en-benchmark/tgt.eole.vocab", "src_vocab_size": 32000, "tensorboard": true, "seed": 1234, "transforms": [ "sentencepiece", "filtertoolong" ], "share_vocab": false, "tensorboard_log_dir_dated": "tensorboard/Feb-15_15-35-05", "overwrite": true, "tensorboard_log_dir": "tensorboard", "tgt_vocab_size": 32000, "tgt_vocab": "zh-en-benchmark/src.eole.vocab", "save_data": "zh_en/data_spm", "vocab_size_multiple": 8, "n_sample": 0, "training": { "compute_dtype": "torch.bfloat16", "learning_rate": 2.0, "param_init_method": "xavier_uniform", "gpu_ranks": [ 0 ], "normalization": "tokens", "bucket_size": 128000, "warmup_steps": 10000, "attention_dropout": [ 0.1 ], "num_workers": 0, "label_smoothing": 0.1, "model_path": "zh-en-benchmark/model", "valid_batch_size": 16384, "accum_count": [ 8 ], "max_grad_norm": 2.0, "batch_size": 16384, "accum_steps": [ 0 ], "save_checkpoint_steps": 2000, "prefetch_factor": 100, "valid_steps": 2000, "optim": "pagedadamw8bit", "world_size": 1, "decay_method": "noam", "dropout": [ 0.1 ], "batch_type": "tokens", "dropout_steps": [ 0 ], "batch_size_multiple": 8, "keep_checkpoint": 4, "adam_beta2": 0.998, "average_decay": 0.0001, "train_steps": 100000 }, "model": { "position_encoding_type": "SinusoidalInterleaved", "share_decoder_embeddings": true, "mlp_activation_fn": "gelu", "norm_eps": 1e-06, "add_ffnbias": true, "add_estimator": false, "architecture": "transformer", "share_embeddings": false, "layer_norm": "standard", "transformer_ff": 4096, "add_qkvbias": false, "hidden_size": 1024, "heads": 16, "decoder": { "tgt_word_vec_size": 1024, "decoder_type": "transformer", "position_encoding_type": "SinusoidalInterleaved", "layer_norm": "standard", "transformer_ff": 4096, "layers": 2, "mlp_activation_fn": "gelu", "n_positions": null, "add_qkvbias": false, "hidden_size": 1024, "norm_eps": 1e-06, "add_ffnbias": true, "heads": 16 }, "encoder": { "encoder_type": "transformer", "src_word_vec_size": 1024, "position_encoding_type": "SinusoidalInterleaved", "layer_norm": "standard", "transformer_ff": 4096, "layers": 8, "mlp_activation_fn": "gelu", "n_positions": null, "add_qkvbias": false, "hidden_size": 1024, "norm_eps": 1e-06, "add_ffnbias": true, "heads": 16 }, "embeddings": { "src_word_vec_size": 1024, "position_encoding_type": "SinusoidalInterleaved", "word_vec_size": 1024, "tgt_word_vec_size": 1024 } }, "transforms_configs": { "sentencepiece": { "src_subword_model": "${MODEL_PATH}/tgt.spm.model", "tgt_subword_model": "${MODEL_PATH}/src.spm.model" }, "filtertoolong": { "src_seq_length": 256, "tgt_seq_length": 256 } }, "data": { "corpus_1": { "path_align": null, "transforms": [ "sentencepiece", "filtertoolong" ], "path_sco": "hf://quickmt/quickmt-train-zh-en/sco", "path_tgt": "hf://quickmt/quickmt-train-zh-en/zh", "path_src": "hf://quickmt/quickmt-train-zh-en/en" }, "valid": { "path_tgt": "zh-en-benchmark/dev.zho", "transforms": [ "sentencepiece", "filtertoolong" ], "path_src": "zh-en-benchmark/dev.eng", "path_align": null } } }