Upload folder using huggingface_hub
Browse files- README.md +60 -0
- added_tokens.json +4 -0
- all_results.json +8 -0
- checkpoint-15690/added_tokens.json +4 -0
- checkpoint-15690/config.json +117 -0
- checkpoint-15690/optimizer.pt +3 -0
- checkpoint-15690/preprocessor_config.json +10 -0
- checkpoint-15690/pytorch_model.bin +3 -0
- checkpoint-15690/rng_state_0.pth +3 -0
- checkpoint-15690/rng_state_1.pth +3 -0
- checkpoint-15690/rng_state_2.pth +3 -0
- checkpoint-15690/rng_state_3.pth +3 -0
- checkpoint-15690/scheduler.pt +3 -0
- checkpoint-15690/special_tokens_map.json +30 -0
- checkpoint-15690/tokenizer_config.json +51 -0
- checkpoint-15690/trainer_state.json +205 -0
- checkpoint-15690/training_args.bin +3 -0
- checkpoint-15690/vocab.json +2463 -0
- config.json +117 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +30 -0
- tokenizer_config.json +51 -0
- train_results.json +8 -0
- trainer_state.json +214 -0
- training_args.bin +3 -0
- vocab.json +2463 -0
README.md
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---
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license: apache-2.0
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base_model: facebook/wav2vec2-large-xlsr-53
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tags:
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- automatic-speech-recognition
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- ./sample_speech.py
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- generated_from_trainer
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model-index:
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- name: jako_xlsr_run1
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# jako_xlsr_run1
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This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the ./SAMPLE_SPEECH.PY - NA dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0003
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 32
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- total_eval_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 10
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### Training results
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### Framework versions
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- Transformers 4.34.1
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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added_tokens.json
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{
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"</s>": 2462,
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"<s>": 2461
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}
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all_results.json
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{
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"epoch": 10.0,
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"train_loss": 1.679663297946169,
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"train_runtime": 12789.9318,
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"train_samples": 50199,
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"train_samples_per_second": 39.249,
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"train_steps_per_second": 1.227
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}
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checkpoint-15690/added_tokens.json
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{
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"</s>": 2462,
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"<s>": 2461
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}
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checkpoint-15690/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": 0.05,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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| 15 |
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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,
|
| 47 |
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"diversity_loss_weight": 0.1,
|
| 48 |
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"do_stable_layer_norm": true,
|
| 49 |
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"eos_token_id": 2,
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| 50 |
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"feat_extract_activation": "gelu",
|
| 51 |
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"feat_extract_dropout": 0.0,
|
| 52 |
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"feat_extract_norm": "layer",
|
| 53 |
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"feat_proj_dropout": 0.05,
|
| 54 |
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"feat_quantizer_dropout": 0.0,
|
| 55 |
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"final_dropout": 0.0,
|
| 56 |
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"gradient_checkpointing": false,
|
| 57 |
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"hidden_act": "gelu",
|
| 58 |
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"hidden_dropout": 0.05,
|
| 59 |
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"hidden_size": 1024,
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| 60 |
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"initializer_range": 0.02,
|
| 61 |
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"intermediate_size": 4096,
|
| 62 |
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"layer_norm_eps": 1e-05,
|
| 63 |
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"layerdrop": 0.05,
|
| 64 |
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"mask_channel_length": 10,
|
| 65 |
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"mask_channel_min_space": 1,
|
| 66 |
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"mask_channel_other": 0.0,
|
| 67 |
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"mask_channel_prob": 0.0,
|
| 68 |
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"mask_channel_selection": "static",
|
| 69 |
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"mask_feature_length": 10,
|
| 70 |
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"mask_feature_min_masks": 0,
|
| 71 |
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"mask_feature_prob": 0.0,
|
| 72 |
+
"mask_time_length": 10,
|
| 73 |
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"mask_time_min_masks": 2,
|
| 74 |
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"mask_time_min_space": 1,
|
| 75 |
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"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"num_conv_pos_embedding_groups": 16,
|
| 84 |
+
"num_conv_pos_embeddings": 128,
|
| 85 |
+
"num_feat_extract_layers": 7,
|
| 86 |
+
"num_hidden_layers": 24,
|
| 87 |
+
"num_negatives": 100,
|
| 88 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 2460,
|
| 90 |
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"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
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|
| 93 |
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|
| 94 |
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| 95 |
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],
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| 98 |
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"tdnn_dim": [
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| 99 |
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512,
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| 100 |
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| 101 |
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"tdnn_kernel": [
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| 106 |
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],
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| 112 |
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"torch_dtype": "float32",
|
| 113 |
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"transformers_version": "4.34.1",
|
| 114 |
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"use_weighted_layer_sum": false,
|
| 115 |
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"vocab_size": 2463,
|
| 116 |
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"xvector_output_dim": 512
|
| 117 |
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}
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checkpoint-15690/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 2510356342
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checkpoint-15690/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,
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"processor_class": "Wav2Vec2Processor",
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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checkpoint-15690/pytorch_model.bin
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size 1272000682
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checkpoint-15690/rng_state_0.pth
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checkpoint-15690/rng_state_1.pth
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checkpoint-15690/scheduler.pt
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checkpoint-15690/special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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| 10 |
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| 29 |
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| 30 |
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checkpoint-15690/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 6 |
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|
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|
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|
| 1995 |
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|
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|
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|
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|
| 2000 |
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| 2001 |
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| 2002 |
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|
| 2012 |
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|
| 2013 |
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|
| 2014 |
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|
| 2015 |
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|
| 2016 |
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|
| 2017 |
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|
| 2018 |
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|
| 2019 |
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|
| 2020 |
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|
| 2021 |
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|
| 2022 |
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|
| 2023 |
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|
| 2024 |
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|
| 2025 |
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|
| 2026 |
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| 2040 |
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| 2070 |
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| 2071 |
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| 2078 |
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| 2089 |
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| 2090 |
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|
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| 2427 |
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| 2428 |
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|
| 2429 |
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|
| 2430 |
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|
| 2431 |
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|
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|
| 2433 |
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|
| 2434 |
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|
| 2435 |
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|
| 2436 |
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|
| 2437 |
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|
| 2438 |
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|
| 2439 |
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|
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|
| 2441 |
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|
| 2442 |
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|
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|
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|
| 2445 |
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|
| 2446 |
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|
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|
| 2448 |
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|
| 2449 |
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|
| 2450 |
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|
| 2451 |
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|
| 2452 |
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|
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|
| 2454 |
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|
| 2455 |
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|
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|
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|
| 2458 |
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|
| 2459 |
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|
| 2460 |
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|
| 2461 |
+
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|
| 2462 |
+
"🖥": 2458
|
| 2463 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,117 @@
|
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|
|
|
|
|
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|
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|
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|
|
|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.05,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
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| 27 |
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|
| 28 |
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|
| 29 |
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| 30 |
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| 31 |
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| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
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| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 51 |
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"tdnn_dim": [
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preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
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|
|
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|
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|
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|
| 1 |
+
{
|
| 2 |
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"do_normalize": true,
|
| 3 |
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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| 4 |
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0,
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"processor_class": "Wav2Vec2Processor",
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"return_attention_mask": true,
|
| 9 |
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"sampling_rate": 16000
|
| 10 |
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|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:88411a2f1a3ea046800a8c018fede3e07c8c1a94121eb1f71fb777bded871f43
|
| 3 |
+
size 1272000682
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"bos_token": {
|
| 3 |
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"content": "<s>",
|
| 4 |
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|
| 5 |
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"normalized": true,
|
| 6 |
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"rstrip": false,
|
| 7 |
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"single_word": false
|
| 8 |
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},
|
| 9 |
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"eos_token": {
|
| 10 |
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|
| 11 |
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|
| 12 |
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"normalized": true,
|
| 13 |
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| 14 |
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| 15 |
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},
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| 16 |
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"pad_token": {
|
| 17 |
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"content": "[PAD]",
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| 18 |
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"lstrip": true,
|
| 19 |
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"normalized": false,
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| 20 |
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"rstrip": true,
|
| 21 |
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|
| 22 |
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},
|
| 23 |
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"unk_token": {
|
| 24 |
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| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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"single_word": false
|
| 29 |
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|
| 30 |
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tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
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|
|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
| 1 |
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{
|
| 2 |
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"added_tokens_decoder": {
|
| 3 |
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"2459": {
|
| 4 |
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"content": "[UNK]",
|
| 5 |
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"lstrip": true,
|
| 6 |
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"normalized": false,
|
| 7 |
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"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
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"special": false
|
| 10 |
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},
|
| 11 |
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"2460": {
|
| 12 |
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"content": "[PAD]",
|
| 13 |
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"lstrip": true,
|
| 14 |
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|
| 15 |
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"rstrip": true,
|
| 16 |
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|
| 17 |
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"special": false
|
| 18 |
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},
|
| 19 |
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"2461": {
|
| 20 |
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"content": "<s>",
|
| 21 |
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|
| 22 |
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|
| 23 |
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"rstrip": false,
|
| 24 |
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"single_word": false,
|
| 25 |
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"special": true
|
| 26 |
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},
|
| 27 |
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"2462": {
|
| 28 |
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"content": "</s>",
|
| 29 |
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"lstrip": false,
|
| 30 |
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"normalized": true,
|
| 31 |
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"rstrip": false,
|
| 32 |
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"single_word": false,
|
| 33 |
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"special": true
|
| 34 |
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}
|
| 35 |
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},
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| 36 |
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"bos_token": "<s>",
|
| 37 |
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"clean_up_tokenization_spaces": true,
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| 38 |
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"config": null,
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| 39 |
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"do_lower_case": false,
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| 40 |
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"eos_token": "</s>",
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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"target_lang": null,
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| 46 |
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"tokenizer_class": "Wav2Vec2CTCTokenizer",
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| 47 |
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"tokenizer_type": "wav2vec2",
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| 48 |
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"trust_remote_code": false,
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| 49 |
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"unk_token": "[UNK]",
|
| 50 |
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"word_delimiter_token": "|"
|
| 51 |
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train_results.json
ADDED
|
@@ -0,0 +1,8 @@
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|
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| 1 |
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{
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|
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| 8 |
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trainer_state.json
ADDED
|
@@ -0,0 +1,214 @@
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| 1833 |
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| 1836 |
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| 1838 |
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| 1853 |
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| 1855 |
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| 1856 |
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| 1859 |
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| 1862 |
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| 1863 |
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| 1866 |
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| 1867 |
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| 1869 |
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| 1870 |
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| 1871 |
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| 1872 |
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| 1873 |
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| 1874 |
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| 1875 |
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| 1901 |
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| 1920 |
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| 1921 |
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| 1922 |
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| 1923 |
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| 1924 |
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| 1925 |
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|
| 1926 |
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|
| 1927 |
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| 1928 |
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|
| 1929 |
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|
| 1930 |
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|
| 1931 |
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|
| 1932 |
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|
| 1933 |
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| 1934 |
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|
| 1935 |
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|
| 1936 |
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|
| 1937 |
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|
| 1938 |
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|
| 1939 |
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|
| 1940 |
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|
| 1941 |
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|
| 1942 |
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|
| 1943 |
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|
| 1944 |
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|
| 1945 |
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|
| 1946 |
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|
| 1947 |
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|
| 1948 |
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|
| 1949 |
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|
| 1950 |
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|
| 1951 |
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|
| 1952 |
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|
| 1953 |
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|
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| 1956 |
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|
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|
| 1958 |
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|
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|
| 1960 |
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|
| 1961 |
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|
| 1962 |
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|
| 1963 |
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|
| 1964 |
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|
| 1965 |
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|
| 1966 |
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|
| 1967 |
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|
| 1968 |
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|
| 1969 |
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|
| 1970 |
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|
| 1971 |
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|
| 1972 |
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|
| 1973 |
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|
| 1974 |
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|
| 1975 |
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|
| 1976 |
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|
| 1977 |
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|
| 1978 |
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|
| 1979 |
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|
| 1980 |
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|
| 1981 |
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|
| 1982 |
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|
| 1983 |
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|
| 1984 |
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|
| 1985 |
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|
| 1986 |
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|
| 1987 |
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|
| 1988 |
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|
| 1989 |
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|
| 1990 |
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|
| 1991 |
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|
| 1992 |
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|
| 1993 |
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|
| 1994 |
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|
| 1995 |
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|
| 1996 |
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|
| 1997 |
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|
| 1998 |
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|
| 1999 |
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|
| 2000 |
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|
| 2001 |
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|
| 2002 |
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|
| 2003 |
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|
| 2004 |
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|
| 2005 |
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|
| 2006 |
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|
| 2007 |
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|
| 2008 |
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|
| 2009 |
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|
| 2010 |
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|
| 2011 |
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|
| 2012 |
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|
| 2013 |
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|
| 2014 |
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|
| 2015 |
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|
| 2016 |
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|
| 2017 |
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|
| 2018 |
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|
| 2019 |
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|
| 2020 |
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|
| 2021 |
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|
| 2022 |
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|
| 2023 |
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|
| 2024 |
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|
| 2025 |
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|
| 2026 |
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|
| 2027 |
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| 2028 |
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| 2029 |
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| 2032 |
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| 2033 |
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| 2035 |
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| 2042 |
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| 2263 |
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| 2264 |
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| 2297 |
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| 2300 |
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| 2308 |
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| 2320 |
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| 2340 |
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