EtashGuha commited on
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Upload configuration file

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config/train_fasttext_classifier_seed_code_best_codegolf.yaml ADDED
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+ operators:
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+ - id: load_stackexchange_codegolf
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+ config:
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+ type: load_preexisting
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+ framework_name: stackexchange_code_golf_reorg_cache
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+ - id: rename_task_column_stackexchange_codegolf
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+ config:
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+ type: function
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+ function: data_strategies.commons.force_rename_columns
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+ function_config:
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+ column_maps:
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+ instruction: question
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+ input_ids:
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+ - load_stackexchange_codegolf
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+
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+
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+
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+ - id: hf_source_bad_seed_code_reflect
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+ config:
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+ type: load_preexisting
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+ framework_name: reflection
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+ - id: hf_source_bad_seed_code_octo
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+ config:
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+ type: load_preexisting
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+ framework_name: octopack_sft
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+ - id: rename_task_column
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+ config:
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+ type: function
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+ function: data_strategies.commons.force_rename_columns
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+ function_config:
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+ column_maps:
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+ instruction_seed: question
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+ input_ids:
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+ - hf_source_bad_seed_code_octo
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+ - hf_source_bad_seed_code_reflect
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+ - id: train_fasttext_classifier
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+ config:
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+ type: train_fasttext
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+ text_column: question
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+ positive_input_ids:
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+ - rename_task_column_stackexchange_codegolf
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+ negative_input_ids:
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+ - rename_task_column
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+ dim: 256
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+ epoch: 3
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+ lr: 0.1
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+ word_ngrams: 2
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+ min_count: 3
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+ hf_repo_id: mlfoundations-dev/instruction_filtering_fast_text_classifier_seed_code_best_stackexchange_codegolf
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+ input_ids:
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+ - rename_task_column_stackexchange_codegolf
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+ - rename_task_column