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fasttext_mixing_domains_top_7_code

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EtashGuha commited on
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Upload configuration file

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  1. config/fasttext_mixing_domains_top_7_code.yaml +128 -0
config/fasttext_mixing_domains_top_7_code.yaml ADDED
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+
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+ operators:
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+ - id: load_top_1
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+ config:
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+ type: load_preexisting
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+ framework_name: seed_code_codefeedback
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+ - id: sample_dataset_top_1
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+ config:
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+ type: function
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+ function: data_strategies.commons.uniform_sample_fixed
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+ function_config:
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+ num_samples: 357
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+ input_ids:
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+ - load_top_1
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+
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+ - id: load_top_2
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+ config:
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+ type: load_preexisting
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+ framework_name: seed_code_share_gpt_code
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+ - id: sample_dataset_top_2
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+ config:
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+ type: function
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+ function: data_strategies.commons.uniform_sample_fixed
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+ function_config:
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+ num_samples: 357
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+ input_ids:
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+ - load_top_2
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+
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+ - id: load_top_3
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+ config:
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+ type: load_preexisting
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+ framework_name: seed_code_dolphin
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+ - id: sample_dataset_top_3
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+ config:
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+ type: function
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+ function: data_strategies.commons.uniform_sample_fixed
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+ function_config:
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+ num_samples: 357
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+ input_ids:
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+ - load_top_3
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+
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+ - id: load_top_4
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+ config:
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+ type: load_preexisting
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+ framework_name: seed_code_glaive
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+ - id: sample_dataset_top_4
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+ config:
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+ type: function
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+ function: data_strategies.commons.uniform_sample_fixed
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+ function_config:
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+ num_samples: 357
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+ input_ids:
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+ - load_top_4
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+
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+ - id: load_top_5
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+ config:
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+ type: load_preexisting
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+ framework_name: seed_code_magicoder
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+ - id: sample_dataset_top_5
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+ config:
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+ type: function
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+ function: data_strategies.commons.uniform_sample_fixed
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+ function_config:
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+ num_samples: 357
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+ input_ids:
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+ - load_top_5
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+
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+ - id: load_top_6
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+ config:
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+ type: load_preexisting
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+ framework_name: seed_code_opencoder
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+ - id: sample_dataset_top_6
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+ config:
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+ type: function
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+ function: data_strategies.commons.uniform_sample_fixed
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+ function_config:
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+ num_samples: 357
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+ input_ids:
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+ - load_top_6
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+
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+ - id: load_top_7
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+ config:
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+ type: load_preexisting
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+ framework_name: seed_code_rosetta
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+ - id: sample_dataset_top_7
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+ config:
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+ type: function
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+ function: data_strategies.commons.uniform_sample_fixed
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+ function_config:
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+ num_samples: 357
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+ input_ids:
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+ - load_top_7
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+
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+ - id: annotate
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+ config:
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+ type: completions
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+ map: chat
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+ map_config:
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+ user_message_column: instruction_seed
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+ output_column: r1_distill_70b_response
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+ model: "together_ai/deepseek-ai/DeepSeek-R1-Distill-Llama-70B"
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+ batch: False
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+ temperature: 1.0
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+ backend_params:
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+ max_requests_per_minute: 6_000
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+ max_tokens_per_minute: 2_000_000
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+ invalid_finish_reasons: ['content_filter']
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+ generation_params:
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+ max_tokens: 32_000
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+ input_ids:
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+ - sample_dataset_top_1
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+ - sample_dataset_top_2
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+ - sample_dataset_top_3
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+ - sample_dataset_top_4
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+ - sample_dataset_top_5
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+ - sample_dataset_top_6
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+ - sample_dataset_top_7
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+
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+ - id: convert_to_sharegpt
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+ config:
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+ type: function
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+ function: data_strategies.commons.convert_instruction_response_to_sharegpt
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+ function_config:
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+ input_instruction_column: instruction_seed
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+ input_response_column: r1_distill_70b_response
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+ output_sharegpt_column: conversations
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+ input_ids:
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+ - annotate