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b2_train_fasttext_math_pos_numina_neg_all

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gsmyrnis commited on
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Upload configuration file

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  1. config/b2_train_fasttext_math_pos_numina_neg_all.yaml +173 -0
config/b2_train_fasttext_math_pos_numina_neg_all.yaml ADDED
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+ operators:
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+ - id: hf_source_bad_seed_math_1
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+ config:
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+ type: load_preexisting
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+ framework_name: a1_math_natural_reasoning
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+ - id: hf_source_bad_seed_math_2
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+ config:
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+ type: load_preexisting
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+ framework_name: a1_math_lap1official_math
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+ - id: hf_source_bad_seed_math
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+ config:
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+ type: mix
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+ input_ids:
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+ - hf_source_bad_seed_math_1
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+ - hf_source_bad_seed_math_2
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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
29
+ - mlfoundations-dev/AIME2025_combined
30
+ - cais/hle
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+ - open-r1/codeforces
32
+ - Idavidrein/gpqa
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+ - daman1209arora/jeebench
34
+ - mlfoundations-dev/mmlu_pro_eval_full
35
+ - Qwen/CodeElo
36
+ - open-r1/ioi
37
+ 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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+ - hf_source_bad_seed_math
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+
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+ - id: hf_source_numina
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+ config:
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+ type: hf_source
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+ dataset: AI-MO/NuminaMath-CoT
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+ split: train
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+ - id: select_amc_aime
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+ config:
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+ type: function
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+ function: data_strategies.commons.select_rows
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+ function_config:
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+ conditions:
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+ source: amc_aime
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+ input_ids:
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+ - hf_source_numina
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+ - id: select_olympiads
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+ config:
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+ type: function
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+ function: data_strategies.commons.select_rows
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+ function_config:
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+ conditions:
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+ source: olympiads
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+ input_ids:
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+ - hf_source_numina
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+ - id: rename_task_column_positive
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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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+ problem: instruction_seed
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+ input_ids:
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+ - select_amc_aime
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+ - select_olympiads
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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
107
+ num_cpus: 32
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+ function: data_strategies._A1_Source.utils.decontaminate_fuzzy_w_ngram
109
+ function_config:
110
+ column: instruction_seed
111
+ eval_datasets:
112
+ - HuggingFaceH4/MATH-500
113
+ - Maxwell-Jia/AIME_2024
114
+ - AI-MO/aimo-validation-amc
115
+ - livecodebench/code_generation_lite
116
+ - mlfoundations-dev/AIME2025_combined
117
+ - cais/hle
118
+ - open-r1/codeforces
119
+ - Idavidrein/gpqa
120
+ - daman1209arora/jeebench
121
+ - mlfoundations-dev/mmlu_pro_eval_full
122
+ - Qwen/CodeElo
123
+ - open-r1/ioi
124
+ eval_columns:
125
+ - problem
126
+ - Problem
127
+ - problem
128
+ - question_content
129
+ - question
130
+ - question
131
+ - description
132
+ - Question
133
+ - question
134
+ - prompt
135
+ - description
136
+ - statement
137
+ eval_splits:
138
+ - test
139
+ - train
140
+ - train
141
+ - test
142
+ - train
143
+ - test
144
+ - test
145
+ - train
146
+ - test
147
+ - test
148
+ - test
149
+ - test
150
+ eval_subsets:
151
+ Idavidrein/gpqa: gpqa_diamond
152
+ similarity_threshold: 75.0
153
+ ngram_size: 13
154
+ input_ids:
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+ - rename_task_column_positive
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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:
162
+ - decontaminate_positive
163
+ negative_input_ids:
164
+ - decontaminate_negative
165
+ 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_math_pos_numina_neg_all
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+ input_ids:
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+ - decontaminate_positive
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+ - decontaminate_negative