Upload 10 files
Browse files- config.json +117 -0
- optimizer.pt +3 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- tokenizer_config.json +13 -0
- trainer_state.json +250 -0
- training_args.bin +3 -0
- vocab.json +47 -0
config.json
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{
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"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
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"activation_dropout": 0.0,
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"adapter_attn_dim": null,
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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": true,
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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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],
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"conv_stride": [
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5,
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],
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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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"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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"model_type": "wav2vec2",
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"num_adapter_layers": 3,
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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_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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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": 47,
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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1,
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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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],
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"torch_dtype": "float32",
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"transformers_version": "4.31.0",
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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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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e49423ae2e1ada2d0237448264e2851d694a1522153397ebca1c7a8fcb77f7b
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size 2524152954
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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:c0baecdd74d2098318ba696e9e4168e42662f34cc12f26cd5eadc7e2e058df33
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size 1262099178
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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:f8f9cd2939fe37009688536bfe6c7db25d67bd1130856ce64c5d602a85bd206c
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size 14308
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5a61b48b66b439ef7fba221aefabda921afbe29a5b5f7dc2733e5a0f31f9a106
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size 1064
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tokenizer_config.json
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{
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"do_lower_case": false,
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"eos_token": "</s>",
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "[PAD]",
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"replace_word_delimiter_char": " ",
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"target_lang": null,
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"tokenizer_class": "Wav2Vec2CTCTokenizer",
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"unk_token": "[UNK]",
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"word_delimiter_token": "|"
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}
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trainer_state.json
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{
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| 2 |
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"best_metric": null,
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| 3 |
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"best_model_checkpoint": null,
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| 4 |
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"epoch": 25.0,
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| 5 |
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"global_step": 1500,
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| 6 |
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"is_hyper_param_search": false,
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| 7 |
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"is_local_process_zero": true,
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| 8 |
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"is_world_process_zero": true,
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| 9 |
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"log_history": [
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| 10 |
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{
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| 11 |
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"epoch": 1.0,
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| 12 |
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"eval_loss": 2.974224090576172,
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| 13 |
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"eval_runtime": 5.5654,
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| 14 |
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"eval_samples_per_second": 113.379,
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| 15 |
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"eval_steps_per_second": 14.195,
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| 16 |
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"eval_wer": 1.0,
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| 17 |
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"step": 60
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| 18 |
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},
|
| 19 |
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{
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| 20 |
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"epoch": 2.0,
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| 21 |
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"eval_loss": 2.769304037094116,
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| 22 |
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"eval_runtime": 5.1383,
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| 23 |
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"eval_samples_per_second": 122.802,
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| 24 |
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"eval_steps_per_second": 15.375,
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| 25 |
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"eval_wer": 0.99901655466317,
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| 26 |
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"step": 120
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| 27 |
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},
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| 28 |
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{
|
| 29 |
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"epoch": 3.0,
|
| 30 |
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"eval_loss": 1.608498215675354,
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| 31 |
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"eval_runtime": 5.1567,
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| 32 |
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"eval_samples_per_second": 122.366,
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| 33 |
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"eval_steps_per_second": 15.32,
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| 34 |
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"eval_wer": 0.929191935748238,
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| 35 |
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"step": 180
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| 36 |
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},
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| 37 |
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{
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| 38 |
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"epoch": 4.0,
|
| 39 |
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"eval_loss": 1.4975178241729736,
|
| 40 |
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"eval_runtime": 5.1972,
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| 41 |
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"eval_samples_per_second": 121.412,
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| 42 |
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"eval_steps_per_second": 15.201,
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| 43 |
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"eval_wer": 0.9142763481396492,
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