File size: 3,294 Bytes
45e1a77 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 |
{
"_name_or_path": "",
"activation_dropout": 0.15,
"adapter_attn_dim": 256,
"adapter_kernel_size": 5,
"adapter_stride": 2,
"add_adapter": true,
"apply_spec_augment": true,
"architectures": [
"Wav2Vec2ForHierarchicalClassification"
],
"attention_dropout": 0.12,
"bos_token_id": 1,
"classifier_proj_size": 512,
"codevector_dim": 384,
"contrastive_logits_temperature": 0.07,
"conv_bias": true,
"conv_dim": [
768,
768,
896,
896,
1024,
1024,
1024
],
"conv_kernel": [
10,
5,
5,
3,
3,
2,
2
],
"conv_stride": [
5,
2,
2,
2,
2,
2,
2
],
"ctc_loss_reduction": "sum",
"ctc_zero_infinity": true,
"diversity_loss_weight": 0.15,
"do_stable_layer_norm": true,
"eos_token_id": 2,
"feat_extract_activation": "mish",
"feat_extract_norm": "layer",
"feat_proj_dropout": 0.15,
"feat_quantizer_dropout": 0.05,
"final_dropout": 0.1,
"freeze_feat_extract_train": false,
"hidden_act": "quick_gelu",
"hidden_dropout": 0.12,
"hidden_size": 1024,
"id2label": {
"0": "synthetic",
"1": "authentic"
},
"initializer_range": 0.02,
"intermediate_size": 4096,
"label2id": {
"synthetic": "0",
"authentic": "1"
},
"layer_norm_eps": 1e-06,
"layerdrop": 0.05,
"mask_channel_length": 64,
"mask_channel_min_space": 1,
"mask_channel_other": 0.0,
"mask_channel_prob": 0.1,
"mask_channel_selection": "dynamic",
"mask_feature_length": 64,
"mask_feature_min_masks": 2,
"mask_feature_prob": 0.1,
"mask_time_length": 10,
"mask_time_min_masks": 2,
"mask_time_min_space": 2,
"mask_time_other": 0.0,
"mask_time_prob": 0.08,
"mask_time_selection": "dynamic",
"model_type": "wav2vec2",
"no_mask_channel_overlap": true,
"no_mask_time_overlap": true,
"num_adapter_layers": 4,
"num_attention_heads": 16,
"num_codevector_groups": 4,
"num_codevectors_per_group": 480,
"num_conv_pos_embedding_groups": 32,
"num_conv_pos_embeddings": 256,
"num_feat_extract_layers": 7,
"num_hidden_layers": 24,
"num_negatives": 150,
"output_hidden_size": 1024,
"pad_token_id": 0,
"proj_codevector_dim": 384,
"tdnn_dilation": [
1,
2,
3,
4,
1
],
"tdnn_dim": [
768,
768,
896,
896,
1500
],
"tdnn_kernel": [
5,
3,
3,
3,
1
],
"torch_dtype": "float32",
"transformers_version": "4.39.3",
"use_weighted_layer_sum": true,
"vocab_size": 32,
"xvector_output_dim": 768,
"advanced_config": {
"attention_type": "multihead_relative",
"positional_encoding": "rotary",
"layer_norm_type": "apex",
"activation_checkpointing": true,
"gradient_checkpointing": true,
"mixed_precision_training": true,
"optimization": {
"kernel_fusion": true,
"memory_efficient_attention": true,
"flash_attention": true,
"activation_recomputation": true,
"dynamic_padding": true
},
"regularization": {
"stochastic_depth_rate": 0.1,
"label_smoothing": 0.1,
"mixup_alpha": 0.2,
"gradient_clip_norm": 1.0
},
"training_dynamics": {
"loss_scaling": "dynamic",
"gradient_accumulation_steps": 4,
"batch_size_scaling": true,
"adaptive_learning_rate": true
}
}
}
|