Upload nlp_csanmt_translation_zh2en\configuration.json with huggingface_hub
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nlp_csanmt_translation_zh2en//configuration.json
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{
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"framework": "tensorflow",
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"task": "translation",
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"pipeline": {
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"type": "csanmt-translation"
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},
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"model": {
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"type": "csanmt-translation",
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"hidden_size": 1024,
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"filter_size": 4096,
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"num_heads": 16,
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"num_encoder_layers": 24,
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"num_decoder_layers": 6,
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"attention_dropout": 0.0,
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"residual_dropout": 0.0,
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"relu_dropout": 0.0,
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"layer_preproc": "layer_norm",
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"layer_postproc": "none",
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"shared_embedding_and_softmax_weights": true,
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"shared_source_target_embedding": true,
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"initializer_scale": 0.1,
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"position_info_type": "absolute",
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"max_relative_dis": 16,
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"num_semantic_encoder_layers": 4,
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"src_vocab_size": 50000,
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"trg_vocab_size": 50000,
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"seed": 1234,
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"beam_size": 4,
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"lp_rate": 0.6,
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"max_decoded_trg_len": 100
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},
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"dataset": {
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"train_src": "train.zh",
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"train_trg": "train.en",
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"src_vocab": {
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"file": "src_vocab.txt"
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},
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"trg_vocab": {
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"file": "trg_vocab.txt"
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}
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},
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"preprocessor": {
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"src_lang": "zh",
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"tgt_lang": "en",
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"src_bpe": {
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"file": "bpe.zh"
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}
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},
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"train": {
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"num_gpus": 0,
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"warmup_steps": 4000,
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"update_cycle": 1,
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"keep_checkpoint_max": 1,
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"confidence": 0.9,
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"optimizer": "adam",
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"adam_beta1": 0.9,
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"adam_beta2": 0.98,
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"adam_epsilon": 1e-9,
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"gradient_clip_norm": 0.0,
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"learning_rate_decay": "linear_warmup_rsqrt_decay",
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"initializer": "uniform_unit_scaling",
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"initializer_scale": 0.1,
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"learning_rate": 1.0,
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"train_batch_size_words": 1024,
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"scale_l1": 0.0,
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"scale_l2": 0.0,
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"train_max_len": 100,
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"num_of_epochs": 2,
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"save_checkpoints_steps": 1000,
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"num_of_samples": 4,
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"eta": 0.6
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},
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"evaluation": {
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"beam_size": 4,
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"lp_rate": 0.6,
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"max_decoded_trg_len": 100
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}
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}
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