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outputs/2025-05-16/20-20-20/.hydra/config.yaml

@@ -0,0 +1,41 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 24000
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: brackets
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-20-20/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-20-20
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-20-20/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-24-06/.hydra/config.yaml

@@ -0,0 +1,42 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 24000
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: brackets
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-24-06/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-24-06
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-24-06/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-27-37/.hydra/config.yaml

@@ -0,0 +1,42 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 24000
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: brackets
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-27-37/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-27-37
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-27-37/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-29-35/.hydra/config.yaml

@@ -0,0 +1,42 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 24000
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: brackets
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-29-35/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-29-35
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-29-35/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-35-40/.hydra/config.yaml

@@ -0,0 +1,42 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 24000
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: brackets
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-35-40/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-35-40
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-35-40/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-38-10/.hydra/config.yaml

@@ -0,0 +1,42 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 44100
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: brackets
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-38-10/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-38-10
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-38-10/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-40-08/.hydra/config.yaml

@@ -0,0 +1,42 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 44100
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: jordan
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-40-08/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-40-08
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-40-08/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-49-02/.hydra/config.yaml

@@ -0,0 +1,43 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 44100
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: jordan
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_clip: 5.0
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-49-02/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-49-02
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-49-02/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-50-56/.hydra/config.yaml

@@ -0,0 +1,44 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 44100
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: jordan
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_clip: 5.0
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  validation_interval: 1
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-50-56/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-50-56
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-50-56/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/20-52-58/.hydra/config.yaml

@@ -0,0 +1,47 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 44100
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+  test_only: false
+  test_from_checkpoint: null
+  resume_from_checkpoint: null
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: jordan
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_clip: 5.0
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  validation_interval: 1
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/20-52-58/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/20-52-58
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/20-52-58/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/21-54-29/.hydra/config.yaml

@@ -0,0 +1,47 @@
+seed: 42
+debug: false
+gpus: 1
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 44100
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+  test_only: false
+  test_from_checkpoint: null
+  resume_from_checkpoint: null
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: jordan
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_clip: 5.0
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  validation_interval: 1
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/21-54-29/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/21-54-29
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/21-54-29/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/21-59-03/.hydra/config.yaml

@@ -0,0 +1,47 @@
+seed: 42
+debug: false
+gpus: 1
+test_only: false
+test_from_checkpoint: null
+resume_from_checkpoint: null
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 44100
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: jordan
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_clip: 5.0
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  validation_interval: 1
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/21-59-03/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/21-59-03
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

outputs/2025-05-16/21-59-03/.hydra/overrides.yaml

@@ -0,0 +1,3 @@
+- gpus=1
+- stage=0
+- stop_stage=0

outputs/2025-05-16/21-59-03/whisper_lora.log

@@ -0,0 +1 @@
+[2025-05-16 21:59:44,675][local.training][INFO] - Warmup Steps: 59

outputs/2025-05-16/22-05-33/.hydra/config.yaml

@@ -0,0 +1,47 @@
+seed: 42
+debug: false
+gpus: 1
+test_only: false
+test_from_checkpoint: null
+resume_from_checkpoint: null
+stage: 0
+stop_stage: 0
+skip_stages: []
+data:
+  txt_norm: whisper
+  train_set: custom
+  test_set: custom
+  custom:
+    manifest_dir: /content/manifests/dialog24h
+    sampling_rate: 44100
+    val_split: 0.02
+    test_split: 0.02
+  discard_shorter: -1
+  discard_longer: 30
+tokenizer:
+  sot_sym: <|speaker|>
+  sot_style: jordan
+training:
+  limit_train_batches: 1.0
+  limit_val_batches: 1.0
+  max_epochs: 5
+  batch_size: 32
+  gradient_clip: 5.0
+  gradient_accumulation_steps: 1
+  precision: bf16-mixed
+  strategy: auto
+  early_stop_patience: 4
+  validation_interval: 1
+  num_workers: 4
+opt:
+  scheduler: warmup
+  type: adamw
+  learning_rate: 0.0001
+  adam_epsilon: 1.0e-08
+  weight_decay: 0.0
+warmup:
+  warmup_steps: 1
+whisper:
+  model: large-v2
+  lora: true
+  beam_size: 5

outputs/2025-05-16/22-05-33/.hydra/hydra.yaml

@@ -0,0 +1,157 @@
+hydra:
+  run:
+    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
+  sweep:
+    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - gpus=1
+    - stage=0
+    - stop_stage=0
+  job:
+    name: whisper_lora
+    chdir: null
+    override_dirname: gpus=1,stage=0,stop_stage=0
+    id: ???
+    num: ???
+    config_name: whisper_ft
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /content/ASRLightningFT
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /content/ASRLightningFT/conf
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /content/ASRLightningFT/outputs/2025-05-16/22-05-33
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false