Update from
Browse files- checkpoint-2400/config.json +84 -0
- checkpoint-2400/preprocessor_config.json +8 -0
- checkpoint-2400/pytorch_model.bin +3 -0
- checkpoint-2400/scheduler.pt +3 -0
- checkpoint-2400/trainer_state.json +100 -0
- checkpoint-2400/training_args.bin +3 -0
- model.txt +0 -0
- preprocessor_config.json +8 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- vocab.json +1 -0
checkpoint-2400/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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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForCTC"
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],
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"attention_dropout": 0.05,
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"bos_token_id": 1,
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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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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": true,
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"hidden_act": "gelu",
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"hidden_dropout": 0.05,
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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": 0.1,
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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_prob": 0.0,
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"mask_time_length": 10,
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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_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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| 78 |
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"num_hidden_layers": 24,
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"num_negatives": 100,
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| 80 |
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"pad_token_id": 37,
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"proj_codevector_dim": 768,
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| 82 |
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"transformers_version": "4.4.0",
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"vocab_size": 38
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}
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checkpoint-2400/preprocessor_config.json
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{
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"do_normalize": true,
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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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checkpoint-2400/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c57ed53272b57d91e7b12b2d76cce9d9168e2a2d8cb54cbbb8bdf78c9ba44f5
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size 1262079473
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checkpoint-2400/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0d2eb2798cdbca9c3a4d8db40b57e982dc36dd6ec9d325cdd869685b0ed68d30
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size 623
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checkpoint-2400/trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 30.0,
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"global_step": 2400,
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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": 5.0,
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"learning_rate": 8e-05,
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"loss": 9.4971,
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"step": 400
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},
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{
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"epoch": 5.0,
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"eval_loss": 3.1448328495025635,
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"eval_runtime": 45.2941,
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"eval_samples_per_second": 14.13,
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"eval_wer": 1.0,
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"step": 400
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},
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{
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"epoch": 10.0,
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| 26 |
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"learning_rate": 8.421052631578948e-05,
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"loss": 2.4507,
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| 28 |
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"step": 800
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},
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{
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"epoch": 10.0,
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| 32 |
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"eval_loss": 1.3176685571670532,
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| 33 |
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"eval_runtime": 45.3981,
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| 34 |
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"eval_samples_per_second": 14.098,
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| 35 |
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"eval_wer": 1.029591836734694,
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| 36 |
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"step": 800
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| 37 |
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},
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{
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"epoch": 15.0,
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"learning_rate": 6.31578947368421e-05,
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"loss": 0.6394,
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| 42 |
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"step": 1200
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},
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{
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"epoch": 15.0,
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"eval_loss": 1.0083409547805786,
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| 47 |
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"eval_runtime": 45.4018,
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| 48 |
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"eval_samples_per_second": 14.096,
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| 49 |
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"eval_wer": 0.7188775510204082,
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| 50 |
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"step": 1200
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| 51 |
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},
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| 52 |
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{
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| 53 |
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"epoch": 20.0,
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| 54 |
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"learning_rate": 4.210526315789474e-05,
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| 55 |
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"loss": 0.3395,
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| 56 |
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"step": 1600
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| 57 |
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},
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| 58 |
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{
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| 59 |
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"epoch": 20.0,
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| 60 |
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"eval_loss": 1.0249711275100708,
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| 61 |
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"eval_runtime": 45.9714,
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| 62 |
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"eval_samples_per_second": 13.922,
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| 63 |
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"eval_wer": 0.6642857142857143,
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| 64 |
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"step": 1600
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| 65 |
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},
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| 66 |
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{
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| 67 |
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"epoch": 25.0,
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| 68 |
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"learning_rate": 2.105263157894737e-05,
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| 69 |
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"loss": 0.2434,
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| 70 |
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"step": 2000
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},
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{
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"epoch": 25.0,
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| 74 |
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"eval_loss": 1.1575790643692017,
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| 75 |
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"eval_runtime": 46.2674,
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| 76 |
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"eval_samples_per_second": 13.833,
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| 77 |
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"eval_wer": 0.6357142857142857,
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| 78 |
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"step": 2000
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| 79 |
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},
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| 80 |
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{
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| 81 |
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"epoch": 30.0,
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| 82 |
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"learning_rate": 0.0,
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| 83 |
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"loss": 0.2048,
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| 84 |
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"step": 2400
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| 85 |
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},
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| 86 |
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{
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| 87 |
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"epoch": 30.0,
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| 88 |
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"eval_loss": 1.2169420719146729,
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| 89 |
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"eval_runtime": 49.8509,
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| 90 |
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"eval_samples_per_second": 12.838,
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| 91 |
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"eval_wer": 0.625,
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| 92 |
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"step": 2400
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| 93 |
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}
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| 94 |
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],
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| 95 |
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"max_steps": 2400,
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| 96 |
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"num_train_epochs": 30,
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| 97 |
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"total_flos": 7.003249081477079e+18,
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| 98 |
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"trial_name": null,
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| 99 |
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"trial_params": null
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| 100 |
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}
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checkpoint-2400/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c89d8a6fb4c2849f998a76427cb73f01c7599f4d172a0e01b3e96a7b39fee63b
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size 2287
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model.txt
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preprocessor_config.json
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{
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"do_normalize": true,
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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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| 6 |
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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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": "|"}
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vocab.json
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{"f": 0, "o": 1, "’": 2, "é": 3, "t": 4, "î": 5, "p": 6, "x": 7, "s": 8, "h": 9, "è": 10, "â": 11, "u": 12, "v": 13, "y": 14, "e": 15, "r": 16, "c": 17, "ë": 18, "b": 19, "'": 20, "m": 21, "k": 22, "z": 23, "g": 25, "œ": 26, "ô": 27, "w": 28, "n": 29, "i": 30, "l": 31, "j": 32, "d": 33, "a": 34, "q": 35, "|": 24, "[UNK]": 36, "[PAD]": 37}
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