YAGS / config.json
xcczach's picture
Upload model
3b65b06 verified
{
"_bert_config_dict": {
"_name_or_path": "./ckpts/chinese-roberta-wwm-ext-large",
"add_cross_attention": false,
"architectures": [
"BertForMaskedLM"
],
"attention_probs_dropout_prob": 0.1,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": 0,
"chunk_size_feed_forward": 0,
"classifier_dropout": null,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"directionality": "bidi",
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 2,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 1024,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"initializer_range": 0.02,
"intermediate_size": 4096,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-12,
"length_penalty": 1.0,
"max_length": 20,
"max_position_embeddings": 512,
"min_length": 0,
"model_type": "bert",
"no_repeat_ngram_size": 0,
"num_attention_heads": 16,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 24,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_past": true,
"output_scores": false,
"pad_token_id": 0,
"pooler_fc_size": 768,
"pooler_num_attention_heads": 12,
"pooler_num_fc_layers": 3,
"pooler_size_per_head": 128,
"pooler_type": "first_token_transform",
"position_embedding_type": "absolute",
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": "float16",
"torchscript": false,
"transformers_version": "4.30.2",
"type_vocab_size": 2,
"typical_p": 1.0,
"use_bfloat16": false,
"use_cache": true,
"vocab_size": 21128
},
"_gpt_config_dict": {
"data": {
"max_eval_sample": 8,
"max_sec": 54,
"num_workers": 4,
"pad_val": 1024
},
"inference": {
"top_k": 5
},
"model": {
"EOS": 1024,
"dropout": 0,
"embedding_dim": 512,
"head": 16,
"hidden_dim": 512,
"linear_units": 2048,
"n_layer": 24,
"phoneme_vocab_size": 512,
"random_bert": 0,
"vocab_size": 1025
},
"optimizer": {
"decay_steps": 40000,
"lr": 0.01,
"lr_end": 0.0001,
"lr_init": 1e-05,
"warmup_steps": 2000
},
"output_dir": "logs/Lumi_294_dpo/logs_s1",
"pretrained_s1": "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt",
"train": {
"batch_size": 1,
"epochs": 15,
"exp_name": "Lumi_294_dpo",
"gradient_clip": 1.0,
"half_weights_save_dir": "GPT_weights",
"if_dpo": true,
"if_save_every_weights": true,
"if_save_latest": true,
"precision": "16-mixed",
"save_every_n_epoch": 5,
"seed": 1234
},
"train_phoneme_path": "logs/Lumi_294_dpo/2-name2text.txt",
"train_semantic_path": "logs/Lumi_294_dpo/6-name2semantic.tsv"
},
"_hps_dict": {
"content_module": "cnhubert",
"data": {
"add_blank": true,
"cleaned_text": true,
"exp_dir": "logs/Lumi_294_dpo",
"filter_length": 2048,
"hop_length": 640,
"max_wav_value": 32768.0,
"mel_fmax": null,
"mel_fmin": 0.0,
"n_mel_channels": 128,
"n_speakers": 300,
"sampling_rate": 32000,
"win_length": 2048
},
"model": {
"filter_channels": 768,
"freeze_quantizer": true,
"gin_channels": 512,
"hidden_channels": 192,
"inter_channels": 192,
"kernel_size": 3,
"n_heads": 2,
"n_layers": 6,
"n_layers_q": 3,
"p_dropout": 0.1,
"resblock": "1",
"resblock_dilation_sizes": [
[
1,
3,
5
],
[
1,
3,
5
],
[
1,
3,
5
]
],
"resblock_kernel_sizes": [
3,
7,
11
],
"semantic_frame_rate": "25hz",
"upsample_initial_channel": 512,
"upsample_kernel_sizes": [
16,
16,
8,
2,
2
],
"upsample_rates": [
10,
8,
2,
2,
2
],
"use_spectral_norm": false
},
"name": "Lumi_294_dpo",
"pretrain": null,
"resume_step": null,
"s2_ckpt_dir": "logs/Lumi_294_dpo",
"save_weight_dir": "SoVITS_weights",
"train": {
"batch_size": 5,
"betas": [
0.8,
0.99
],
"c_kl": 1.0,
"c_mel": 45,
"epochs": 16,
"eps": 1e-09,
"eval_interval": 500,
"fp16_run": true,
"gpu_numbers": "0",
"if_save_every_weights": true,
"if_save_latest": true,
"init_lr_ratio": 1,
"learning_rate": 0.0001,
"log_interval": 100,
"lr_decay": 0.999875,
"pretrained_s2D": "GPT_SoVITS/pretrained_models/s2D488k.pth",
"pretrained_s2G": "GPT_SoVITS/pretrained_models/s2G488k.pth",
"save_every_epoch": 4,
"seed": 1234,
"segment_size": 20480,
"text_low_lr_rate": 0.4,
"warmup_epochs": 0
}
},
"_hubert_config_dict": {
"_name_or_path": "./ckpts/chinese-hubert-base",
"activation_dropout": 0.1,
"add_cross_attention": false,
"apply_spec_augment": true,
"architectures": [
"HubertModel"
],
"attention_dropout": 0.1,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": 1,
"chunk_size_feed_forward": 0,
"classifier_proj_size": 256,
"conv_bias": false,
"conv_dim": [
512,
512,
512,
512,
512,
512,
512
],
"conv_kernel": [
10,
3,
3,
3,
3,
2,
2
],
"conv_stride": [
5,
2,
2,
2,
2,
2,
2
],
"cross_attention_hidden_size": null,
"ctc_loss_reduction": "sum",
"ctc_zero_infinity": false,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"do_stable_layer_norm": false,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 2,
"exponential_decay_length_penalty": null,
"feat_extract_activation": "gelu",
"feat_extract_norm": "group",
"feat_proj_dropout": 0.0,
"feat_proj_layer_norm": true,
"final_dropout": 0.1,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout": 0.1,
"hidden_size": 768,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-05,
"layerdrop": 0.1,
"length_penalty": 1.0,
"mask_feature_length": 10,
"mask_feature_min_masks": 0,
"mask_feature_prob": 0.0,
"mask_time_length": 10,
"mask_time_min_masks": 2,
"mask_time_prob": 0.05,
"max_length": 20,
"min_length": 0,
"model_type": "hubert",
"no_repeat_ngram_size": 0,
"num_attention_heads": 12,
"num_beam_groups": 1,
"num_beams": 1,
"num_conv_pos_embedding_groups": 16,
"num_conv_pos_embeddings": 128,
"num_feat_extract_layers": 7,
"num_hidden_layers": 12,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": 0,
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": "float16",
"torchscript": false,
"transformers_version": "4.30.2",
"typical_p": 1.0,
"use_bfloat16": false,
"use_weighted_layer_sum": false,
"vocab_size": 32
},
"_hubert_extractor_config_dict": {
"_processor_class": null,
"do_normalize": true,
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
"feature_size": 1,
"padding_side": "right",
"padding_value": 0,
"return_attention_mask": false,
"sampling_rate": 16000
},
"architectures": [
"GPTSoVITSModel"
],
"auto_map": {
"AutoConfig": "configuration_yags.GPTSoVITSConfig",
"AutoModel": "modeling_yags.GPTSoVITSModel"
},
"model_type": "gpt_sovits",
"prompt_language": "zh",
"torch_dtype": "float32",
"transformers_version": "4.30.2"
}