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experimental: False # should probably expand this into a dict of experimental flags
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sample_rate: 24_000 # 44_000 for dac
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audio_backend: "vocos" # or dac
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models:
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- name: "ar+nar"
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size: "full"
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resp_levels: 8
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prom_levels: 8
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tasks: 8
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langs: 2
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tones: 1
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arch_type: llama
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training: True
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version: 5
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attention: flash_attention_2
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dropout: 0.1
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experimental: False
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loss_factors:
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text: 0.1
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prom: 0.0
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resp: 1.0
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hyperparameters:
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autotune: False
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autotune_params:
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start_profile_step: 1
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end_profile_step: 50
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num_tuning_micro_batch_sizes: 8
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batch_size: 16
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gradient_accumulation_steps: 4
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gradient_clipping: 1.0
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warmup_steps: 100
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optimizer: Prodigy
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learning_rate: 1.0
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torch_optimizer: True
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scheduler: "" # ScheduleFree
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torch_scheduler: True
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evaluation:
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batch_size: 8
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frequency: 5000
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size: 8
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steps: 500
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ar_temperature: 0.95
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nar_temperature: 0.25
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load_disabled_engines: True
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trainer:
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#no_logger: True
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ddp: False
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#check_for_oom: False
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iterations: 1_000_000
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save_tag: step
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save_on_oom: True
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save_on_quit: True
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save_frequency: 250
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export_on_save: True
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keep_last_checkpoints: 4
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gradient_checkpointing: True
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strict_loading: False
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#load_state_dict: True
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#load_tag: "9500"
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#load_states: False
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#restart_step_count: True
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gc_mode: None # "global_step"
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weight_dtype: float32 # float16 or bfloat16
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amp: False
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backend: deepspeed
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deepspeed:
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inferencing: True
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zero_optimization_level: 0
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use_compression_training: False
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amp: False
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load_webui: False
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inference:
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backend: deepspeed
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normalize: False
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weight_dtype: float32 # float16 or bfloat16
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amp: False
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optimizations:
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injects: False
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replace: True
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linear: False
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embedding: False
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optimizers: True
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bitsandbytes: False
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dadaptation: False
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bitnet: False
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fp8: False
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dataset:
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speaker_name_getter: "lambda p: f'{p.parts[-3]}_{p.parts[-2]}'"
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speaker_group_getter: "lambda p: f'{p.parts[-3]}'"
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speaker_languages:
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ja: []
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use_hdf5: True
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use_metadata: True
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hdf5_flag: r
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validate: True
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workers: 2
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cache: True
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duration_range: [3.0, 5.0]
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random_utterance: 1.0
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max_prompts: 1
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prompt_duration: 3.0
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max_resps: 1
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p_resp_append: 0.25
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sample_type: path # speaker
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tasks_list: [ "tts" ] # , [ "tts", "tts-c", "ns", "sr", "tse", "cse", "nse", "tts"]
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training: []
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validation: []
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noise: []
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