upload model
Browse files- config.json +99 -0
- optimizer.pt +3 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- trainer_state.json +94 -0
- training_args.bin +3 -0
- vocab.json +1 -0
config.json
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{
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"_name_or_path": "microsoft/wavlm-large",
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"activation_dropout": 0.0,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForCTC"
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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": 256,
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"codevector_dim": 768,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": false,
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"conv_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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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "mean",
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"ctc_zero_infinity": false,
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"diversity_loss_weight": 0.1,
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"do_stable_layer_norm": true,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_dropout": 0.0,
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"feat_extract_norm": "layer",
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"feat_proj_dropout": 0.0,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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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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"mask_channel_length": 10,
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"mask_channel_min_space": 1,
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"mask_channel_other": 0.0,
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"mask_channel_prob": 0.0,
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"mask_channel_selection": "static",
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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_min_space": 1,
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"mask_time_other": 0.0,
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"mask_time_prob": 0.05,
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"mask_time_selection": "static",
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"max_bucket_distance": 800,
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"model_type": "wav2vec2",
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"num_adapter_layers": 3,
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"num_attention_heads": 16,
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"num_buckets": 320,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_ctc_classes": 80,
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"num_feat_extract_layers": 7,
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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": 38,
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"proj_codevector_dim": 768,
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"replace_prob": 0.5,
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"tokenizer_class": "Wav2Vec2CTCTokenizer",
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"torch_dtype": "float32",
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"transformers_version": "4.11.3",
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"use_weighted_layer_sum": false,
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"vocab_size": 39
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:91efd24a2005c4045520d38f151d2f08794bbf78537813f6eb37829195c38d7d
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size 2490378705
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:e1986049afcd821c8cb272686718253215d26316df10ce87fb33d1315050ac15
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size 1262066879
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:de7c509bd86577b8913d86be912c77a1095254b105dd4f670cdd2b78b3018d35
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size 14503
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scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:947b6a8270538e237b7ce8f531749b4e87461b5205448c391e115b5f0c596643
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size 559
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:941c0c422382fb4856d4f9560e18421fb4ea5d3c208554cecaed7b7c8275bae4
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size 623
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]"}
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tokenizer_config.json
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{"unk_token": "[UNK]", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": "|", "tokenizer_class": "Wav2Vec2CTCTokenizer"}
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trainer_state.json
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{
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"best_metric": 0.5534710884094238,
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"best_model_checkpoint": "wavlm-tamil-ipa/checkpoint-1000",
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"epoch": 0.7136485280999108,
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"global_step": 1000,
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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": 0.07,
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"learning_rate": 2.97e-05,
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"loss": 6.4757,
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"step": 100
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},
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{
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"epoch": 0.14,
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"learning_rate": 5.94e-05,
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"loss": 2.7305,
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"step": 200
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},
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{
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"epoch": 0.21,
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"learning_rate": 8.939999999999999e-05,
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"loss": 2.5809,
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"step": 300
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},
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{
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"epoch": 0.29,
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"learning_rate": 0.0001191,
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"loss": 2.53,
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"step": 400
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},
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{
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"epoch": 0.36,
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"learning_rate": 0.00014879999999999998,
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"loss": 2.0147,
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"step": 500
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},
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{
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"epoch": 0.36,
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"eval_cer": 0.6800635831193839,
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"eval_loss": 1.4391984939575195,
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"eval_runtime": 1401.2346,
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"eval_samples_per_second": 8.599,
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"eval_steps_per_second": 1.075,
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"step": 500
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},
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{
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"epoch": 0.43,
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"learning_rate": 0.00017849999999999997,
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"loss": 0.934,
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"step": 600
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},
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{
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"epoch": 0.5,
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"learning_rate": 0.00020819999999999996,
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"loss": 0.597,
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"step": 700
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},
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{
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"epoch": 0.57,
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"learning_rate": 0.0002382,
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"loss": 0.4904,
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"step": 800
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},
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{
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"epoch": 0.64,
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"learning_rate": 0.0002676,
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"loss": 0.4568,
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"step": 900
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},
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{
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"epoch": 0.71,
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"learning_rate": 0.00029759999999999997,
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"loss": 0.3961,
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"step": 1000
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},
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{
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"epoch": 0.71,
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"eval_cer": 0.3502788029525032,
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"eval_loss": 0.5534710884094238,
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"eval_runtime": 1403.4751,
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"eval_samples_per_second": 8.585,
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"eval_steps_per_second": 1.074,
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"step": 1000
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}
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],
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"max_steps": 70050,
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"num_train_epochs": 50,
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"total_flos": 6.366682745104583e+18,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:935d121a78eab9fc9e6e8032f0ee448b5799e8cfec09aaceb398163a8ac4331b
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size 2863
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vocab.json
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{"ʂ": 1, "ɲ": 2, "r": 3, "u": 4, "a": 5, "ʈ": 6, "t͡ʃ": 7, "oː": 8, "m": 9, "p": 10, "aj": 11, "ʋ": 12, "uː": 13, "ɾ": 14, "ŋ": 15, "ɳ": 16, "ɻ": 17, "kʂ": 18, "t̪": 19, "l": 20, "e": 21, "aʋ": 22, "eː": 23, "h": 24, "aː": 25, "k": 26, "ɭ": 27, "்": 28, "i": 29, "n": 30, "o": 31, "iː": 32, "d͡ʒ": 33, "j": 34, "s": 35, "n̪": 36, "|": 0, "[UNK]": 37, "[PAD]": 38}
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