Adding deepseek-extractor-full

boostrap_confidence_intervals-00000-of-00001.parquet

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evaluation_results-00000-of-00001.parquet

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+size 36332

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C1-full_context/.hydra/config.yaml

@@ -0,0 +1,32 @@
+cache_dir: /tmp/
+dataset:
+  name: kamel-usp/aes_enem_dataset
+  split: JBCS2025
+training_params:
+  seed: 42
+  num_train_epochs: 20
+  logging_steps: 100
+  metric_for_best_model: QWK
+  bf16: true
+bootstrap:
+  enabled: true
+  n_bootstrap: 10000
+  bootstrap_seed: 42
+  metrics:
+  - QWK
+  - Macro_F1
+  - Weighted_F1
+post_training_results:
+  model_path: /workspace/jbcs2025/outputs/2025-03-24/20-42-59
+experiments:
+  model:
+    name: deepseek-reasoner
+    type: deepseek_r1
+    api_url: https://api.deepseek.com
+    prompt_type: zero-shot
+    stop:
+    - <|end_of_sequence|>
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 0
+    use_full_context: true

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C1-full_context/.hydra/hydra.yaml

@@ -0,0 +1,155 @@
+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: []
+  job:
+    name: run_inference_experiment
+    chdir: null
+    override_dirname: ''
+    id: ???
+    num: ???
+    config_name: config
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: C:\Users\Igor\Documents\jbcs2025-u-extractor
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: C:\Users\Igor\Documents\jbcs2025-u-extractor\configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: C:\Users\Igor\Documents\jbcs2025-u-extractor\outputs\2025-07-07\18-40-41
+    choices:
+      experiments: api_models_reasoning/C1
+      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

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C1-full_context/.hydra/overrides.yaml

@@ -0,0 +1 @@
+[]

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C1-full_context/bootstrap_confidence_intervals.csv

@@ -0,0 +1,2 @@
+experiment_id,timestamp,QWK_mean,QWK_lower_95ci,QWK_upper_95ci,QWK_ci_width,Macro_F1_mean,Macro_F1_lower_95ci,Macro_F1_upper_95ci,Macro_F1_ci_width,Weighted_F1_mean,Weighted_F1_lower_95ci,Weighted_F1_upper_95ci,Weighted_F1_ci_width
+deepseek-reasoner-extractor-zero-shot-C1-full_context,2025-07-07 18:40:41,0.20363121734352857,0.1506453324811354,0.26027525447508154,0.10962992199394614,0.035821337772097,0.012123648859731335,0.0634583360779922,0.051334687218260865,0.08157055000460194,0.02639633916807831,0.14077507997764432,0.11437874080956602

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C1-full_context/deepseek-reasoner-extractor-zero-shot-C1-full_context_inference_results.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00ef09a139b4c72559702bf75fc674ccb533e17808248334dcc45170cb83f320
+size 15614853

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C1-full_context/evaluation_results.csv

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+accuracy,RMSE,QWK,HDIV,Macro_F1,Micro_F1,Weighted_F1,TP_0,TN_0,FP_0,FN_0,TP_1,TN_1,FP_1,FN_1,TP_2,TN_2,FP_2,FN_2,TP_3,TN_3,FP_3,FN_3,TP_4,TN_4,FP_4,FN_4,TP_5,TN_5,FP_5,FN_5,timestamp,id
+0.050724637681159424,74.3668930546967,0.20513439756562912,0.10144927536231885,0.03383482511267695,0.050724637681159424,0.08235284376474875,0,137,0,1,0,62,76,0,0,97,31,10,3,52,20,63,4,83,4,47,0,128,0,10,2025-07-07 18:40:41,deepseek-reasoner-extractor-zero-shot-C1-full_context

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C2-full_context/.hydra/config.yaml

@@ -0,0 +1,32 @@
+cache_dir: /tmp/
+dataset:
+  name: kamel-usp/aes_enem_dataset
+  split: JBCS2025
+training_params:
+  seed: 42
+  num_train_epochs: 20
+  logging_steps: 100
+  metric_for_best_model: QWK
+  bf16: true
+bootstrap:
+  enabled: true
+  n_bootstrap: 10000
+  bootstrap_seed: 42
+  metrics:
+  - QWK
+  - Macro_F1
+  - Weighted_F1
+post_training_results:
+  model_path: /workspace/jbcs2025/outputs/2025-03-24/20-42-59
+experiments:
+  model:
+    name: deepseek-reasoner
+    type: deepseek_r1
+    api_url: https://api.deepseek.com
+    prompt_type: zero-shot
+    stop:
+    - <|end_of_sequence|>
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 1
+    use_full_context: true

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C2-full_context/.hydra/hydra.yaml

@@ -0,0 +1,155 @@
+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: []
+  job:
+    name: run_inference_experiment
+    chdir: null
+    override_dirname: ''
+    id: ???
+    num: ???
+    config_name: config
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: C:\Users\Igor\Documents\jbcs2025-u-extractor
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: C:\Users\Igor\Documents\jbcs2025-u-extractor\configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: C:\Users\Igor\Documents\jbcs2025-u-extractor\outputs\2025-07-07\20-03-32
+    choices:
+      experiments: api_models_reasoning/C2
+      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

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C2-full_context/.hydra/overrides.yaml

@@ -0,0 +1 @@
+[]

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C2-full_context/bootstrap_confidence_intervals.csv

@@ -0,0 +1,2 @@
+experiment_id,timestamp,QWK_mean,QWK_lower_95ci,QWK_upper_95ci,QWK_ci_width,Macro_F1_mean,Macro_F1_lower_95ci,Macro_F1_upper_95ci,Macro_F1_ci_width,Weighted_F1_mean,Weighted_F1_lower_95ci,Weighted_F1_upper_95ci,Weighted_F1_ci_width
+deepseek-reasoner-extractor-zero-shot-C2-full_context,2025-07-07 20:03:32,0.5095271937851372,0.38856746285928606,0.6265217699952026,0.23795430713591653,0.2808529065094898,0.19445448833301013,0.37883479425434663,0.1843803059213365,0.31753188544043487,0.2324847376448517,0.40695779544464294,0.17447305779979125

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C2-full_context/deepseek-reasoner-extractor-zero-shot-C2-full_context_inference_results.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0c13a69887211e13e1c33e94633139752055babba399da30f7d534d1b2eb844d
+size 9691296

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C2-full_context/evaluation_results.csv

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+accuracy,RMSE,QWK,HDIV,Macro_F1,Micro_F1,Weighted_F1,TP_0,TN_0,FP_0,FN_0,TP_1,TN_1,FP_1,FN_1,TP_2,TN_2,FP_2,FN_2,TP_3,TN_3,FP_3,FN_3,TP_4,TN_4,FP_4,FN_4,TP_5,TN_5,FP_5,FN_5,timestamp,id
+0.37681159420289856,65.585434933088,0.5119816985987989,0.1159420289855072,0.2881534668361551,0.37681159420289856,0.31494986902562055,1,131,6,0,27,62,41,8,2,123,10,3,9,87,0,42,0,112,0,26,13,89,29,7,2025-07-07 20:03:32,deepseek-reasoner-extractor-zero-shot-C2-full_context

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C3-full_context/.hydra/config.yaml

@@ -0,0 +1,32 @@
+cache_dir: /tmp/
+dataset:
+  name: kamel-usp/aes_enem_dataset
+  split: JBCS2025
+training_params:
+  seed: 42
+  num_train_epochs: 20
+  logging_steps: 100
+  metric_for_best_model: QWK
+  bf16: true
+bootstrap:
+  enabled: true
+  n_bootstrap: 10000
+  bootstrap_seed: 42
+  metrics:
+  - QWK
+  - Macro_F1
+  - Weighted_F1
+post_training_results:
+  model_path: /workspace/jbcs2025/outputs/2025-03-24/20-42-59
+experiments:
+  model:
+    name: deepseek-reasoner
+    type: deepseek_r1
+    api_url: https://api.deepseek.com
+    prompt_type: zero-shot
+    stop:
+    - <|end_of_sequence|>
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 2
+    use_full_context: true

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C3-full_context/.hydra/hydra.yaml

@@ -0,0 +1,155 @@
+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: []
+  job:
+    name: run_inference_experiment
+    chdir: null
+    override_dirname: ''
+    id: ???
+    num: ???
+    config_name: config
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: C:\Users\Igor\Documents\jbcs2025-u-extractor
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: C:\Users\Igor\Documents\jbcs2025-u-extractor\configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: C:\Users\Igor\Documents\jbcs2025-u-extractor\outputs\2025-07-07\20-04-11
+    choices:
+      experiments: api_models_reasoning/C3
+      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

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C3-full_context/.hydra/overrides.yaml

@@ -0,0 +1 @@
+[]

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C3-full_context/bootstrap_confidence_intervals.csv

@@ -0,0 +1,2 @@
+experiment_id,timestamp,QWK_mean,QWK_lower_95ci,QWK_upper_95ci,QWK_ci_width,Macro_F1_mean,Macro_F1_lower_95ci,Macro_F1_upper_95ci,Macro_F1_ci_width,Weighted_F1_mean,Weighted_F1_lower_95ci,Weighted_F1_upper_95ci,Weighted_F1_ci_width
+deepseek-reasoner-extractor-zero-shot-C3-full_context,2025-07-07 20:04:11,0.5233030071204564,0.4037907113927196,0.6368796172252071,0.23308890583248754,0.31144353129892943,0.23549559062619974,0.3954762343626945,0.1599806437364948,0.4006442550697828,0.3124938419818289,0.489793196995624,0.17729935501379512

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C3-full_context/deepseek-reasoner-extractor-zero-shot-C3-full_context_inference_results.jsonl

@@ -0,0 +1,3 @@
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runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C3-full_context/evaluation_results.csv

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runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C4-full_context/.hydra/config.yaml

@@ -0,0 +1,32 @@
+cache_dir: /tmp/
+dataset:
+  name: kamel-usp/aes_enem_dataset
+  split: JBCS2025
+training_params:
+  seed: 42
+  num_train_epochs: 20
+  logging_steps: 100
+  metric_for_best_model: QWK
+  bf16: true
+bootstrap:
+  enabled: true
+  n_bootstrap: 10000
+  bootstrap_seed: 42
+  metrics:
+  - QWK
+  - Macro_F1
+  - Weighted_F1
+post_training_results:
+  model_path: /workspace/jbcs2025/outputs/2025-03-24/20-42-59
+experiments:
+  model:
+    name: deepseek-reasoner
+    type: deepseek_r1
+    api_url: https://api.deepseek.com
+    prompt_type: zero-shot
+    stop:
+    - <|end_of_sequence|>
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 3
+    use_full_context: true

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C4-full_context/.hydra/hydra.yaml

@@ -0,0 +1,155 @@
+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
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+    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: []
+  job:
+    name: run_inference_experiment
+    chdir: null
+    override_dirname: ''
+    id: ???
+    num: ???
+    config_name: config
+    env_set: {}
+    env_copy: []
+    config:
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+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: C:\Users\Igor\Documents\jbcs2025-u-extractor
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: C:\Users\Igor\Documents\jbcs2025-u-extractor\configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: C:\Users\Igor\Documents\jbcs2025-u-extractor\outputs\2025-07-07\20-06-05
+    choices:
+      experiments: api_models_reasoning/C4
+      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

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C4-full_context/.hydra/overrides.yaml

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+[]

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C4-full_context/bootstrap_confidence_intervals.csv

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runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C4-full_context/deepseek-reasoner-extractor-zero-shot-C4-full_context_inference_results.jsonl

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runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C4-full_context/evaluation_results.csv

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runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C5-full_context/.hydra/config.yaml

@@ -0,0 +1,32 @@
+cache_dir: /tmp/
+dataset:
+  name: kamel-usp/aes_enem_dataset
+  split: JBCS2025
+training_params:
+  seed: 42
+  num_train_epochs: 20
+  logging_steps: 100
+  metric_for_best_model: QWK
+  bf16: true
+bootstrap:
+  enabled: true
+  n_bootstrap: 10000
+  bootstrap_seed: 42
+  metrics:
+  - QWK
+  - Macro_F1
+  - Weighted_F1
+post_training_results:
+  model_path: /workspace/jbcs2025/outputs/2025-03-24/20-42-59
+experiments:
+  model:
+    name: deepseek-reasoner
+    type: deepseek_r1
+    api_url: https://api.deepseek.com
+    prompt_type: zero-shot
+    stop:
+    - <|end_of_sequence|>
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 4
+    use_full_context: true

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C5-full_context/.hydra/hydra.yaml

@@ -0,0 +1,155 @@
+hydra:
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+    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:
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+    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:
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+        formatter: simple
+        stream: ext://sys.stdout
+      file:
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+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
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+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
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+    task: []
+  job:
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+    id: ???
+    num: ???
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+    env_set: {}
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+  runtime:
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+    version_base: '1.1'
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+    config_sources:
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+      schema: pkg
+      provider: hydra
+    - path: C:\Users\Igor\Documents\jbcs2025-u-extractor\configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: C:\Users\Igor\Documents\jbcs2025-u-extractor\outputs\2025-07-07\20-07-37
+    choices:
+      experiments: api_models_reasoning/C5
+      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

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C5-full_context/.hydra/overrides.yaml

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runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C5-full_context/bootstrap_confidence_intervals.csv

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runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C5-full_context/deepseek-reasoner-extractor-zero-shot-C5-full_context_inference_results.jsonl

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+size 9925872

runs/api_models/deepseek-r1/deepseek-reasoner-extractor-zero-shot-C5-full_context/evaluation_results.csv

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