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config/textclassifier_train_on_pdfs__v2.yaml

@@ -77,7 +77,7 @@ operators:
     input_ids:
       - filter_original_pages
 
-  - id: train_fasttext_classifier__retrain
+  - id: train_fasttext_classifier
     config:
       type: train_fasttext
       text_column: cleaned_text
@@ -103,3 +103,29 @@ operators:
       filter_threshold: 0.5
     input_ids:
       - create_urls
+  - id: train_fasttext_classifier__retrain
+    config:
+      type: train_fasttext
+      text_column: cleaned_text
+      positive_input_ids:
+        - rename_good_pdf_columns
+      negative_input_ids:
+        - rename_bad_pdf_columns
+      dim: 256
+      epoch: 3
+      lr: 0.1
+      word_ngrams: 6
+      min_count: 6
+      hf_repo_id: mlfoundations-dev/science_pdf_fasttext_classifier_v2_a
+    input_ids:
+      - rename_good_pdf_columns
+      - rename_bad_pdf_columns
+  - id: classify_fasttext__v2
+    config:
+      type: fasttext
+      hf_repo_id: mlfoundations-dev/science_pdf_fasttext_classifier_v2_a
+      input_column: text
+      target_label: "__label__QA_doc"
+      filter_threshold: 0.5
+    input_ids:
+      - create_urls