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config/textclassifier_train_on_pdfs__v2.yaml

@@ -86,10 +86,10 @@ operators:
       negative_input_ids:
         - rename_bad_pdf_columns
       dim: 256
-      epoch: 3
-      lr: 0.1
-      word_ngrams: 6
-      min_count: 6
+      epoch: 10
+      lr: 0.01
+      word_ngrams: 3
+      min_count: 3
       hf_repo_id: mlfoundations-dev/science_pdf_fasttext_classifier_v2_a
     input_ids:
       - rename_good_pdf_columns
@@ -103,29 +103,4 @@ 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
+