Upload configuration file
Browse files
config/train_fasttext_classifier_seed_code_best_codegolf.yaml
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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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- 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
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