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config/train_fasttext_classifier_seed_math_worst_5.yaml

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+operators:
+- id: hf_source_numina
+  config:
+    type: hf_source
+    dataset: AI-MO/NuminaMath-CoT
+    split: train
+- id: select_amc_aime
+  config:
+    type: function
+    function: data_strategies.commons.select_rows
+    function_config:
+      conditions:
+        source: amc_aime
+  input_ids:
+    - hf_source_numina
+- id: select_aops
+  config:
+    type: function
+    function: data_strategies.commons.select_rows
+    function_config:
+      conditions:
+        source: aops_forum
+  input_ids:
+    - hf_source_numina
+- id: rename_task_column_numina
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        problem: question
+  input_ids:
+  - select_amc_aime
+  - select_aops
+- id: hf_source_bad_seed_math
+  config:
+    type: load_preexisting
+    framework_name: seed_math_formulas
+- id: rename_task_column
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        instruction_seed: question
+  input_ids:
+  - hf_source_bad_seed_math
+- id: train_fasttext_classifier
+  config:
+    type: train_fasttext
+    text_column: question
+    positive_input_ids:
+      - rename_task_column_numina
+    negative_input_ids:
+      - rename_task_column
+    dim: 256
+    epoch: 3
+    lr: 0.1
+    word_ngrams: 2
+    min_count: 3
+    hf_repo_id: mlfoundations-dev/instruction_filtering_fast_text_classifier_seed_math_worst_3
+  input_ids:
+    - rename_task_column
+    - rename_task_column_numina