marianbasti
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Upload config.json
Browse files- config.json +204 -0
config.json
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{
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"output_path": "train",
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"logger_uri": null,
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"run_name": "GPT_XTTS_v2.0_argentine",
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"project_name": "XTTS_argentine",
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"run_description": "\n GPT XTTS training\n ",
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"print_step": 50,
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"plot_step": 100,
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"model_param_stats": false,
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"wandb_entity": null,
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"dashboard_logger": "tensorboard",
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"save_on_interrupt": true,
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"log_model_step": 1000,
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"save_step": 10000,
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"save_n_checkpoints": 1,
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"save_checkpoints": true,
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"save_all_best": false,
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"save_best_after": 0,
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"target_loss": null,
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"print_eval": false,
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"test_delay_epochs": 0,
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"run_eval": true,
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"run_eval_steps": null,
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"distributed_backend": "nccl",
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"distributed_url": "tcp://localhost:54321",
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"mixed_precision": false,
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"precision": "fp16",
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"epochs": 1000,
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"batch_size": 8,
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"eval_batch_size": 8,
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"grad_clip": 0.0,
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"scheduler_after_epoch": true,
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"lr": 5e-06,
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"optimizer": "AdamW",
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"optimizer_params": {
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"betas": [
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0.9,
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0.96
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],
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"eps": 1e-08,
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"weight_decay": 0.01
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},
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"lr_scheduler": "MultiStepLR",
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"lr_scheduler_params": {
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"milestones": [
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900000,
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2700000,
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5400000
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],
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"gamma": 0.5,
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"last_epoch": -1
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},
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"use_grad_scaler": false,
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"allow_tf32": false,
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"cudnn_enable": true,
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"cudnn_deterministic": false,
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"cudnn_benchmark": false,
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"training_seed": 1,
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"model": "xtts",
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"num_loader_workers": 8,
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"num_eval_loader_workers": 0,
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"use_noise_augment": false,
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"audio": {
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"sample_rate": 22050,
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"output_sample_rate": 24000,
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"dvae_sample_rate": 22050
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},
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"use_phonemes": false,
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"phonemizer": null,
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"phoneme_language": null,
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"compute_input_seq_cache": false,
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"text_cleaner": null,
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"enable_eos_bos_chars": false,
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"test_sentences_file": "",
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"phoneme_cache_path": null,
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"characters": null,
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"add_blank": false,
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"batch_group_size": 48,
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"loss_masking": null,
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"min_audio_len": 1,
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"max_audio_len": Infinity,
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"min_text_len": 1,
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"max_text_len": Infinity,
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"compute_f0": false,
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"compute_energy": false,
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"compute_linear_spec": false,
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"precompute_num_workers": 0,
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"start_by_longest": false,
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"shuffle": false,
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"drop_last": false,
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"datasets": [
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{
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"formatter": "",
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"dataset_name": "",
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"path": "",
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"meta_file_train": "",
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"ignored_speakers": null,
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"language": "",
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"phonemizer": "",
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"meta_file_val": "",
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"meta_file_attn_mask": ""
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}
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],
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"test_sentences": [
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{
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"text": "Loco, no puede ser! Cuanta memoria necesito para entrenar este modelo?",
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"speaker_wav": [
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"./dataset/wavs/female_0.wav"
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],
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"language": "es"
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},
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{
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"text": "Ademàs hay que tener un dataset piola para que salga potable el entrenamiento.",
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"speaker_wav": [
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"/dataset/wavs/female_0.wav"
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],
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"language": "es"
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}
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],
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"eval_split_max_size": 256,
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"eval_split_size": 0.01,
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"use_speaker_weighted_sampler": false,
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"speaker_weighted_sampler_alpha": 1.0,
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"use_language_weighted_sampler": false,
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"language_weighted_sampler_alpha": 1.0,
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"use_length_weighted_sampler": false,
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"length_weighted_sampler_alpha": 1.0,
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"model_args": {
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"gpt_batch_size": 1,
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"enable_redaction": false,
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"kv_cache": true,
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"gpt_checkpoint": "",
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"clvp_checkpoint": null,
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"decoder_checkpoint": null,
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"num_chars": 255,
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"tokenizer_file": "train/XTTS_v2.0_original_model_files/vocab.json",
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"gpt_max_audio_tokens": 605,
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"gpt_max_text_tokens": 402,
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"gpt_max_prompt_tokens": 70,
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"gpt_layers": 30,
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"gpt_n_model_channels": 1024,
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"gpt_n_heads": 16,
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"gpt_number_text_tokens": 6681,
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"gpt_start_text_token": 261,
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"gpt_stop_text_token": 0,
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"gpt_num_audio_tokens": 1026,
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"gpt_start_audio_token": 1024,
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"gpt_stop_audio_token": 1025,
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"gpt_code_stride_len": 1024,
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"gpt_use_masking_gt_prompt_approach": true,
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"gpt_use_perceiver_resampler": true,
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"input_sample_rate": 22050,
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"output_sample_rate": 24000,
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"output_hop_length": 256,
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"decoder_input_dim": 1024,
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"d_vector_dim": 512,
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"cond_d_vector_in_each_upsampling_layer": true,
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"duration_const": 102400,
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"min_conditioning_length": 66150,
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"max_conditioning_length": 132300,
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"gpt_loss_text_ce_weight": 0.01,
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"gpt_loss_mel_ce_weight": 1.0,
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"debug_loading_failures": false,
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"max_wav_length": 255995,
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"max_text_length": 200,
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"mel_norm_file": "train/XTTS_v2.0_original_model_files/mel_stats.pth",
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"dvae_checkpoint": "train/XTTS_v2.0_original_model_files/dvae.pth",
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"xtts_checkpoint": "train/XTTS_v2.0_original_model_files/model.pth",
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"vocoder": ""
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},
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"model_dir": null,
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"languages": [
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"en",
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"es",
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"fr",
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"de",
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"it",
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"pt",
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"pl",
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"tr",
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"ru",
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"nl",
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"cs",
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"ar",
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"zh-cn",
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"hu",
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"ko",
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"ja",
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"hi"
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],
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"temperature": 0.85,
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"length_penalty": 1.0,
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"repetition_penalty": 2.0,
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"top_k": 50,
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"top_p": 0.85,
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"num_gpt_outputs": 1,
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"gpt_cond_len": 12,
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"gpt_cond_chunk_len": 4,
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"max_ref_len": 10,
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"sound_norm_refs": false,
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"optimizer_wd_only_on_weights": true,
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"weighted_loss_attrs": null,
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"weighted_loss_multipliers": null
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}
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