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b2_train_fasttext_pos_codeforces_neg_all

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EtashGuha commited on
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Upload configuration file

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  1. config/b2_train_fasttext_pos_codeforces_neg_all.yaml +161 -0
config/b2_train_fasttext_pos_codeforces_neg_all.yaml ADDED
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+ operators:
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+ - id: hf_source_positive_seed
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+ config:
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+ type: hf_source
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+ dataset: open-r1/codeforces
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+ split: train
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+
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+ - id: rename_task_column_positive_seed
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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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+ description: instruction_seed
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+ input_ids:
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+ - hf_source_positive_seed
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+
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+ - id: remove_nones_positive
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+ config:
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+ type: function
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+ function: data_strategies.commons.remove_nones
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+ function_config:
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+ column: instruction_seed
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+ input_ids:
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+ - rename_task_column_positive_seed
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+
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+ - id: decontaminate_positive
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+ config:
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+ type: cpu_function
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+ sharded: false
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+ num_cpus: 32
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+ function: data_strategies._A1_Source.utils.decontaminate_fuzzy_w_ngram
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+ function_config:
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+ column: instruction_seed
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+ eval_datasets:
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+ - HuggingFaceH4/MATH-500
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+ - Maxwell-Jia/AIME_2024
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+ - AI-MO/aimo-validation-amc
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+ - livecodebench/code_generation_lite
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+ - mlfoundations-dev/AIME2025_combined
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+ - cais/hle
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+ - open-r1/codeforces
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+ - Idavidrein/gpqa
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+ - daman1209arora/jeebench
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+ - mlfoundations-dev/mmlu_pro_eval_full
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+ - Qwen/CodeElo
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+ - open-r1/ioi
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+ eval_columns:
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+ - problem
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+ - Problem
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+ - problem
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+ - question_content
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+ - question
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+ - question
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+ - description
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+ - Question
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+ - question
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+ - prompt
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+ - description
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+ - statement
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+ eval_splits:
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+ - test
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+ - train
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+ - train
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+ - test
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+ - train
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+ - test
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+ - test
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+ - train
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+ - test
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+ - test
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+ - test
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+ - test
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+ eval_subsets:
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+ Idavidrein/gpqa: gpqa_diamond
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+ similarity_threshold: 75.0
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+ ngram_size: 13
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+ input_ids:
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+ - remove_nones_positive
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+
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+ - id: hf_source_negative_seed_codereview
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+ config:
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+ type: load_preexisting
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+ framework_name: a1_code_stackexchange_codereview
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+ - id: hf_source_negative_seed_sql
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+ config:
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+ type: load_preexisting
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+ framework_name: a1_code_sql_create_context
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+
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+ - id: decontaminate_negative
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+ config:
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+ type: cpu_function
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+ sharded: false
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+ num_cpus: 32
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+ function: data_strategies._A1_Source.utils.decontaminate_fuzzy_w_ngram
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+ function_config:
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+ column: instruction_seed
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+ eval_datasets:
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+ - HuggingFaceH4/MATH-500
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+ - Maxwell-Jia/AIME_2024
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+ - AI-MO/aimo-validation-amc
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+ - livecodebench/code_generation_lite
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+ - mlfoundations-dev/AIME2025_combined
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+ - cais/hle
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+ - open-r1/codeforces
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+ - Idavidrein/gpqa
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+ - daman1209arora/jeebench
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+ - mlfoundations-dev/mmlu_pro_eval_full
109
+ - Qwen/CodeElo
110
+ - open-r1/ioi
111
+ eval_columns:
112
+ - problem
113
+ - Problem
114
+ - problem
115
+ - question_content
116
+ - question
117
+ - question
118
+ - description
119
+ - Question
120
+ - question
121
+ - prompt
122
+ - description
123
+ - statement
124
+ eval_splits:
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+ - test
126
+ - train
127
+ - train
128
+ - test
129
+ - train
130
+ - test
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+ - test
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+ - train
133
+ - test
134
+ - test
135
+ - test
136
+ - test
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+ eval_subsets:
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+ Idavidrein/gpqa: gpqa_diamond
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+ similarity_threshold: 75.0
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+ ngram_size: 13
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+ input_ids:
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+ - hf_source_negative_seed_codereview
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+ - hf_source_negative_seed_sql
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+
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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: instruction_seed
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+ positive_input_ids:
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+ - decontaminate_positive
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+ negative_input_ids:
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+ - decontaminate_negative
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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_b2_code_pos_codeforces_neg_all
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+ input_ids:
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+ - decontaminate_positive
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+ - decontaminate_negative