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config/wi_reasoning_fasttext_classification.yaml

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+operators:
+  - id: load_DCLM_baseline
+    config:
+      type: json_source
+      directory: /data/horse/ws/rehe951g-p_finetuning/DCLM-baseline-subset
+      sharded: true
+
+  - id: clean_DCLM_baseline
+    config:
+      type: function
+      function: data_strategies.WebInstruct.utils.clean_dataset
+      function_config:
+        input_column: text
+        output_column: cleaned_text
+        remove_columns: 
+          - bff_contained_ngram_count_before_dedupe
+          - metadata
+          - previous_word_count
+          - warcinfo
+          - language_id_whole_page_fasttext
+      sharded: true
+      materialize_output: false
+    input_ids:
+      - load_DCLM_baseline
+
+  - id: classify_fasttext
+    config:
+      type: fasttext
+      hf_repo_id: mlfoundations-dev/wi_reasoning_fasttext_training
+      input_column: cleaned_text
+      target_label: "__label__QA_doc"
+      filter_threshold: 0.8
+    input_ids:
+      - clean_DCLM_baseline
+