Training in progress, epoch 2, checkpoint
Browse files- checkpoint-1026/config.json +82 -0
- checkpoint-1026/model.safetensors +3 -0
- checkpoint-1026/optimizer.pt +3 -0
- checkpoint-1026/preprocessor_config.json +11 -0
- checkpoint-1026/rng_state.pth +3 -0
- checkpoint-1026/scheduler.pt +3 -0
- checkpoint-1026/trainer_state.json +76 -0
- checkpoint-1026/training_args.bin +3 -0
checkpoint-1026/config.json
ADDED
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{
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"_name_or_path": "facebook/w2v-bert-2.0",
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"activation_dropout": 0.0,
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"adapter_act": "relu",
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": true,
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"apply_spec_augment": false,
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"architectures": [
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"Wav2Vec2BertForCTC"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"classifier_proj_size": 768,
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"codevector_dim": 768,
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"conformer_conv_dropout": 0.1,
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"contrastive_logits_temperature": 0.1,
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"conv_depthwise_kernel_size": 31,
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"ctc_loss_reduction": "mean",
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"ctc_zero_infinity": true,
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"diversity_loss_weight": 0.1,
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"eos_token_id": 2,
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"feat_proj_dropout": 0.0,
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"feat_quantizer_dropout": 0.0,
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"feature_projection_input_dim": 160,
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"final_dropout": 0.1,
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"hidden_act": "swish",
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"hidden_dropout": 0.0,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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"left_max_position_embeddings": 64,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.0,
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"max_source_positions": 5000,
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"model_type": "wav2vec2-bert",
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"num_adapter_layers": 1,
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"num_attention_heads": 16,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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"num_hidden_layers": 24,
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"num_negatives": 100,
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"output_hidden_size": 1024,
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"pad_token_id": 45,
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"position_embeddings_type": "relative_key",
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"proj_codevector_dim": 768,
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"right_max_position_embeddings": 8,
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"rotary_embedding_base": 10000,
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"tdnn_dilation": [
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1,
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2,
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3,
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1,
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1
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],
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"tdnn_dim": [
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512,
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512,
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512,
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512,
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1500
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],
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"tdnn_kernel": [
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5,
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3,
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3,
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1,
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1
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],
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"torch_dtype": "float32",
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"transformers_version": "4.46.0",
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"use_intermediate_ffn_before_adapter": false,
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"use_weighted_layer_sum": false,
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"vocab_size": 48,
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"xvector_output_dim": 512
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}
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checkpoint-1026/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e5fbd0ba3209ffedd31ac7455a6daac2abf32548f815625ba24083dc2916add
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size 2423011360
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checkpoint-1026/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f62754993e5ee662d01219e010b65a4663c2c42e39458af0d80c270b6cd74198
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size 4846483562
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checkpoint-1026/preprocessor_config.json
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{
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"feature_extractor_type": "SeamlessM4TFeatureExtractor",
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"feature_size": 80,
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"num_mel_bins": 80,
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"padding_side": "right",
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"padding_value": 1,
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"processor_class": "Wav2Vec2BertProcessor",
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"return_attention_mask": true,
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"sampling_rate": 16000,
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"stride": 2
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}
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checkpoint-1026/rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:3dd5900bfe696bf4d6ea7d70afde2e8e149031091ac8c2fe3a40ccb4ef6f89cf
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size 14244
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checkpoint-1026/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4ee2a43fc0365b6a77b3cfe453952e0dd1f4c3c27a0af35254f94ac5de9f9a7e
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size 1064
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checkpoint-1026/trainer_state.json
ADDED
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{
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"best_metric": 0.5251016017212526,
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"best_model_checkpoint": "w2v-bert-2.0-CV_Fleurs-lg-10hrs-v4/checkpoint-1026",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 1026,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"grad_norm": 30.792112350463867,
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"learning_rate": 9.998031496062993e-05,
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"loss": 1.4106,
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"step": 513
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},
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{
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"epoch": 1.0,
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"eval_cer": 0.1264185884550246,
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"eval_loss": 0.5293365716934204,
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"eval_runtime": 31.0205,
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"eval_samples_per_second": 26.628,
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"eval_steps_per_second": 6.673,
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"eval_wer": 0.5665790102797036,
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"step": 513
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},
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{
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"epoch": 2.0,
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"grad_norm": 10.16055679321289,
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"learning_rate": 9.897047244094488e-05,
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"loss": 0.4775,
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"step": 1026
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},
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{
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"epoch": 2.0,
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"eval_cer": 0.11182513176846737,
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"eval_loss": 0.4882170259952545,
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"eval_runtime": 30.4398,
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"eval_samples_per_second": 27.135,
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"eval_steps_per_second": 6.8,
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"eval_wer": 0.5251016017212526,
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"step": 1026
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}
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],
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"logging_steps": 500,
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"max_steps": 51300,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 100,
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"save_steps": 500,
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"stateful_callbacks": {
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"EarlyStoppingCallback": {
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"args": {
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"early_stopping_patience": 20,
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"early_stopping_threshold": 0.001
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},
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"attributes": {
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"early_stopping_patience_counter": 0
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}
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},
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 2.181534093364562e+18,
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"train_batch_size": 8,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-1026/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:2b71a1c487e8560b2d69fe2832962ae0eb6d2d0e7304ab8707b68c92ffe58d66
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size 5304
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