Adding sabia-extractor-essay

bootstrap_confidence_intervals-00000-of-00001.parquet

@@ -1,3 +1,3 @@
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+size 31508

bootstrap_confidence_intervals_Macro_F1_table.txt

@@ -53,6 +53,7 @@ gpt4o-graderPrompt-full\_context & 0.19 & 0.31 & 0.24 & 0.44 & 0.19 & 0.39 & 0.1
 gpt4o-studentPrompt-essay\_only & 0.15 & 0.29 & 0.12 & 0.23 & 0.18 & 0.34 & 0.17 & 0.42 & 0.23 & 0.35 \\
 gpt4o-studentPrompt-full\_context & 0.15 & 0.25 & 0.25 & 0.50 & 0.19 & 0.36 & 0.16 & 0.37 & 0.10 & 0.23 \\
 \hline
+sabia3-extractor-essay\_only & 0.07 & 0.12 & 0.08 & 0.18 & 0.08 & 0.16 & 0.13 & 0.25 & 0.16 & 0.26 \\
 sabia3-extractor-full\_context & 0.08 & 0.12 & 0.11 & 0.22 & 0.14 & 0.27 & 0.13 & 0.25 & 0.16 & 0.28 \\
 \hline
 sabia3-graderPrompt-essay\_only & 0.16 & 0.32 & 0.05 & 0.14 & 0.20 & 0.35 & 0.14 & 0.34 & 0.26 & 0.41 \\

bootstrap_confidence_intervals_QWK_table.txt

@@ -53,6 +53,7 @@ gpt4o-graderPrompt-full\_context & 0.47 & 0.63 & 0.43 & 0.68 & 0.32 & 0.56 & 0.3
 gpt4o-studentPrompt-essay\_only & 0.43 & 0.58 & 0.05 & 0.34 & 0.24 & 0.51 & 0.40 & 0.60 & 0.41 & 0.67 \\
 gpt4o-studentPrompt-full\_context & 0.39 & 0.56 & 0.38 & 0.63 & 0.42 & 0.63 & 0.38 & 0.58 & 0.20 & 0.49 \\
 \hline
+sabia3-extractor-essay\_only & 0.21 & 0.37 & 0.08 & 0.29 & -0.05 & 0.24 & 0.36 & 0.54 & 0.41 & 0.62 \\
 sabia3-extractor-full\_context & 0.22 & 0.39 & 0.18 & 0.38 & 0.09 & 0.33 & 0.28 & 0.47 & 0.39 & 0.62 \\
 \hline
 sabia3-graderPrompt-essay\_only & 0.45 & 0.61 & 0.00 & 0.13 & 0.21 & 0.48 & 0.44 & 0.65 & 0.47 & 0.70 \\

bootstrap_confidence_intervals_Weighted_F1_table.txt

@@ -53,6 +53,7 @@ gpt4o-graderPrompt-full\_context & 0.43 & 0.60 & 0.33 & 0.50 & 0.23 & 0.41 & 0.3
 gpt4o-studentPrompt-essay\_only & 0.34 & 0.51 & 0.18 & 0.34 & 0.21 & 0.37 & 0.31 & 0.48 & 0.22 & 0.38 \\
 gpt4o-studentPrompt-full\_context & 0.34 & 0.51 & 0.33 & 0.50 & 0.22 & 0.37 & 0.28 & 0.45 & 0.12 & 0.26 \\
 \hline
+sabia3-extractor-essay\_only & 0.17 & 0.33 & 0.10 & 0.24 & 0.11 & 0.25 & 0.27 & 0.45 & 0.14 & 0.29 \\
 sabia3-extractor-full\_context & 0.18 & 0.34 & 0.14 & 0.29 & 0.19 & 0.36 & 0.29 & 0.47 & 0.15 & 0.31 \\
 \hline
 sabia3-graderPrompt-essay\_only & 0.33 & 0.50 & 0.06 & 0.18 & 0.25 & 0.41 & 0.35 & 0.53 & 0.29 & 0.46 \\

evaluation_results-00000-of-00001.parquet

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+oid sha256:e5722a92038ece59bb2208c0713e10d0c84eb363b4e511aec72e8d5dca486ba3
+size 74112

evaluation_table_avg_only.txt

@@ -53,6 +53,7 @@ gpt4o-graderPrompt-full\_context-avg(A,B) & 0.25 & 0.52 & 0.55 & 0.31 & 0.44 & 0
 gpt4o-studentPrompt-essay\_only-avg(A,B) & 0.22 & 0.43 & 0.51 & 0.16 & 0.27 & 0.20 & 0.26 & 0.30 & 0.38 & 0.30 & 0.40 & 0.51 & 0.28 & 0.31 & 0.55 \\
 gpt4o-studentPrompt-full\_context-avg(A,B) & 0.21 & 0.42 & 0.48 & 0.34 & 0.43 & 0.52 & 0.27 & 0.30 & 0.53 & 0.26 & 0.37 & 0.49 & 0.17 & 0.19 & 0.35 \\
 \hline
+sabia3-extractor-essay\_only-avg(A,B) & 0.09 & 0.25 & 0.29 & 0.13 & 0.19 & 0.18 & 0.11 & 0.19 & 0.11 & 0.19 & 0.36 & 0.45 & 0.21 & 0.22 & 0.52 \\
 sabia3-extractor-full\_context-avg(A,B) & 0.10 & 0.26 & 0.31 & 0.16 & 0.24 & 0.28 & 0.20 & 0.29 & 0.21 & 0.18 & 0.38 & 0.38 & 0.22 & 0.24 & 0.51 \\
 \hline
 sabia3-graderPrompt-essay\_only-avg(A,B) & 0.23 & 0.42 & 0.53 & 0.11 & 0.12 & 0.06 & 0.28 & 0.33 & 0.34 & 0.24 & 0.43 & 0.55 & 0.33 & 0.38 & 0.59 \\

evaluation_table_full.txt

@@ -137,6 +137,10 @@ gpt4o-studentPrompt-full\_context-concat(A,B) & 0.18 & 0.42 & 0.48 & 0.38 & 0.41
 gpt4o-studentPrompt-full\_context-onlyA & 0.15 & 0.36 & 0.48 & 0.36 & 0.48 & 0.47 & 0.26 & 0.36 & 0.50 & 0.17 & 0.37 & 0.43 & 0.14 & 0.16 & 0.37 \\
 gpt4o-studentPrompt-full\_context-onlyB & 0.26 & 0.48 & 0.48 & 0.31 & 0.37 & 0.57 & 0.28 & 0.25 & 0.56 & 0.35 & 0.37 & 0.55 & 0.21 & 0.22 & 0.34 \\
 \hline
+sabia3-extractor-essay\_only-avg(A,B) & 0.09 & 0.25 & 0.29 & 0.13 & 0.19 & 0.18 & 0.11 & 0.19 & 0.11 & 0.19 & 0.36 & 0.45 & 0.21 & 0.22 & 0.52 \\
+sabia3-extractor-essay\_only-concat(A,B) & 0.09 & 0.25 & 0.29 & 0.12 & 0.17 & 0.18 & 0.11 & 0.17 & 0.10 & 0.17 & 0.36 & 0.45 & 0.21 & 0.21 & 0.52 \\
+sabia3-extractor-essay\_only-onlyA & 0.09 & 0.24 & 0.29 & 0.15 & 0.23 & 0.20 & 0.11 & 0.29 & 0.16 & 0.13 & 0.30 & 0.44 & 0.21 & 0.20 & 0.52 \\
+sabia3-extractor-essay\_only-onlyB & 0.10 & 0.26 & 0.30 & 0.11 & 0.15 & 0.17 & 0.11 & 0.09 & 0.05 & 0.26 & 0.43 & 0.47 & 0.21 & 0.23 & 0.52 \\
 sabia3-extractor-full\_context-avg(A,B) & 0.10 & 0.26 & 0.31 & 0.16 & 0.24 & 0.28 & 0.20 & 0.29 & 0.21 & 0.18 & 0.38 & 0.38 & 0.22 & 0.24 & 0.51 \\
 sabia3-extractor-full\_context-concat(A,B) & 0.09 & 0.26 & 0.31 & 0.15 & 0.21 & 0.28 & 0.19 & 0.27 & 0.21 & 0.17 & 0.38 & 0.38 & 0.23 & 0.23 & 0.52 \\
 sabia3-extractor-full\_context-onlyA & 0.09 & 0.24 & 0.29 & 0.21 & 0.34 & 0.29 & 0.20 & 0.37 & 0.24 & 0.19 & 0.42 & 0.35 & 0.22 & 0.25 & 0.46 \\

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C1-essay_only/.hydra/config.yaml

@@ -0,0 +1,35 @@
+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: sabia-3
+    type: maritaca_sabia_3
+    api_url: https://chat.maritaca.ai/api
+    prompt_type: zero-shot
+    use_essay_prompt: false
+    temperature: 0.1
+    max_tokens: 12000
+    seed: 42
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 0
+    use_full_context: false
+    training_id: sabia-extractionPrompt-essay-only-zero-shot-C1

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C1-essay_only/.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\2025-07-12\17-27-53
+    choices:
+      experiments: api_models_llm/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/sabia-3/sabia-3-extractor-zero-shot-C1-essay_only/.hydra/overrides.yaml

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

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C1-essay_only/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
+sabia-3-extractor-zero-shot-C1-essay_only,2025-07-12 17:27:53,0.29120758737067703,0.20788530465949817,0.37298976616742563,0.16510446150792746,0.09228802451448241,0.07172995780590717,0.11620111731843577,0.0444711595125286,0.247956989636269,0.17227165005261805,0.33041858958788767,0.15814693953526962

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C1-essay_only/evaluation_results.csv

@@ -0,0 +1,2 @@
+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
+0.3188405797101449,49.81123789156273,0.2941007744526245,0.021739130434782594,0.08627450980392158,0.3188405797101449,0.24757033248081847,0,137,0,1,0,104,34,0,0,128,0,10,44,12,60,22,0,87,0,51,0,128,0,10,2025-07-12 17:27:53,sabia-3-extractor-zero-shot-C1-essay_only

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C2-essay_only/.hydra/config.yaml

@@ -0,0 +1,35 @@
+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: sabia-3
+    type: maritaca_sabia_3
+    api_url: https://chat.maritaca.ai/api
+    prompt_type: zero-shot
+    use_essay_prompt: false
+    temperature: 0.1
+    max_tokens: 12000
+    seed: 42
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 1
+    use_full_context: false
+    training_id: sabia-extractionPrompt-essay-only-zero-shot-C2

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C2-essay_only/.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\2025-07-12\17-33-30
+    choices:
+      experiments: api_models_llm/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/sabia-3/sabia-3-extractor-zero-shot-C2-essay_only/.hydra/overrides.yaml

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

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C2-essay_only/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
+sabia-3-extractor-zero-shot-C2-essay_only,2025-07-12 17:33:30,0.1824618635166566,0.08260670364393684,0.2911594904105745,0.20855278676663763,0.1248730656074045,0.07996459878006235,0.18002876674920038,0.10006416796913803,0.17158711867244802,0.10428613495519479,0.24476538962710243,0.14047925467190764

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C2-essay_only/evaluation_results.csv

@@ -0,0 +1,2 @@
+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
+0.21739130434782608,83.47524149128881,0.18376144080307055,0.1811594202898551,0.11727598566308244,0.21739130434782608,0.17164095371669005,0,137,0,1,4,102,1,31,0,133,0,5,8,71,16,43,0,107,5,26,18,32,86,2,2025-07-12 17:33:30,sabia-3-extractor-zero-shot-C2-essay_only

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C3-essay_only/.hydra/config.yaml

@@ -0,0 +1,35 @@
+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: sabia-3
+    type: maritaca_sabia_3
+    api_url: https://chat.maritaca.ai/api
+    prompt_type: zero-shot
+    use_essay_prompt: false
+    temperature: 0.1
+    max_tokens: 12000
+    seed: 42
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 2
+    use_full_context: false
+    training_id: sabia-extractionPrompt-essay-only-zero-shot-C3

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C3-essay_only/.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\2025-07-12\17-49-57
+    choices:
+      experiments: api_models_llm/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/sabia-3/sabia-3-extractor-zero-shot-C3-essay_only/.hydra/overrides.yaml

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

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C3-essay_only/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
+sabia-3-extractor-zero-shot-C3-essay_only,2025-07-12 17:49:57,0.09602614685942683,-0.0534405490638379,0.2370226964998299,0.2904632455636678,0.11204934139388154,0.07547169811320754,0.1647822411577737,0.08931054304456616,0.175813540370889,0.11142225791654488,0.2514061256563047,0.13998386773975985

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C3-essay_only/evaluation_results.csv

@@ -0,0 +1,2 @@
+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
+0.3115942028985507,52.41971086296186,0.09856127005126514,0.02898550724637683,0.10549741368940214,0.3115942028985507,0.17401241638293088,0,137,0,1,0,109,0,29,0,110,10,18,42,17,76,3,0,100,0,38,1,122,9,6,2025-07-12 17:49:57,sabia-3-extractor-zero-shot-C3-essay_only

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C4-essay_only/.hydra/config.yaml

@@ -0,0 +1,35 @@
+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: sabia-3
+    type: maritaca_sabia_3
+    api_url: https://chat.maritaca.ai/api
+    prompt_type: zero-shot
+    use_essay_prompt: false
+    temperature: 0.1
+    max_tokens: 12000
+    seed: 42
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 3
+    use_full_context: false
+    training_id: sabia-extractionPrompt-essay-only-zero-shot-C4

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C4-essay_only/.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\2025-07-12\17-59-03
+    choices:
+      experiments: api_models_llm/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/sabia-3/sabia-3-extractor-zero-shot-C4-essay_only/.hydra/overrides.yaml

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

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C4-essay_only/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
+sabia-3-extractor-zero-shot-C4-essay_only,2025-07-12 17:59:03,0.45093423891527634,0.3567670793936575,0.5416093799763276,0.18484230058267015,0.18137250424243473,0.1327875982042649,0.2450808176100628,0.11229321940579792,0.3595941309098769,0.2692372541569592,0.4528758508264094,0.1836385966694502

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C4-essay_only/evaluation_results.csv

@@ -0,0 +1,2 @@
+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
+0.35507246376811596,45.4287146631074,0.4541333333333333,0.007246376811594235,0.1706536894036894,0.35507246376811596,0.35920765485982875,0,137,0,1,1,104,33,0,1,115,14,8,13,55,7,63,34,61,31,12,0,129,4,5,2025-07-12 17:59:03,sabia-3-extractor-zero-shot-C4-essay_only

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C5-essay_only/.hydra/config.yaml

@@ -0,0 +1,35 @@
+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: sabia-3
+    type: maritaca_sabia_3
+    api_url: https://chat.maritaca.ai/api
+    prompt_type: zero-shot
+    use_essay_prompt: false
+    temperature: 0.1
+    max_tokens: 12000
+    seed: 42
+    number_repetition_eval: 10
+  dataset:
+    grade_index: 4
+    use_full_context: false
+    training_id: sabia-extractionPrompt-essay-only-zero-shot-C5

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C5-essay_only/.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\2025-07-12\18-13-40
+    choices:
+      experiments: api_models_llm/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/sabia-3/sabia-3-extractor-zero-shot-C5-essay_only/.hydra/overrides.yaml

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

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C5-essay_only/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
+sabia-3-extractor-zero-shot-C5-essay_only,2025-07-12 18:13:40,0.5179479526949806,0.40915319638435066,0.6194662118360736,0.21031301545172298,0.2094330244943483,0.15619959144803502,0.26490567878150084,0.10870608733346582,0.2138691212801211,0.13952954477060728,0.29303182759188523,0.15350228282127795

runs/api_models/sabia-3/sabia-3-extractor-zero-shot-C5-essay_only/evaluation_results.csv

@@ -0,0 +1,2 @@
+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
+0.2318840579710145,76.1386987626881,0.5203536870203538,0.18840579710144922,0.2117551742251158,0.2318840579710145,0.21382098411133704,19,101,15,3,0,106,0,32,2,104,10,22,3,100,13,22,5,103,3,27,3,70,65,0,2025-07-12 18:13:40,sabia-3-extractor-zero-shot-C5-essay_only