--- language: - en dataset_info: - config_name: SIQA features: - name: context dtype: string - name: question dtype: string - name: answerA dtype: string - name: answerB dtype: string - name: answerC dtype: string - name: label dtype: string splits: - name: validation num_bytes: 372815 num_examples: 1954 download_size: 203211 dataset_size: 372815 - config_name: bigbenchhard_reasoning_about_colored_objects features: - name: input dtype: string - name: target dtype: string splits: - name: train num_bytes: 89579 num_examples: 250 download_size: 19694 dataset_size: 89579 - config_name: default features: - name: id dtype: int64 - name: date dtype: string - name: airline dtype: string - name: flight_number dtype: string - name: origin dtype: string - name: destination dtype: string - name: departure_time dtype: string - name: arrival_time dtype: string - name: available_seats dtype: int64 splits: - name: train num_bytes: 2492373 num_examples: 29989 download_size: 445935 dataset_size: 2492373 - config_name: flights features: - name: id dtype: int64 - name: date dtype: string - name: airline dtype: string - name: flight_number dtype: string - name: origin dtype: string - name: destination dtype: string - name: departure_time dtype: string - name: arrival_time dtype: string - name: available_seats dtype: int64 splits: - name: train num_bytes: 2627051 num_examples: 31601 download_size: 467144 dataset_size: 2627051 - config_name: gsm8k features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 1830497 num_examples: 7473 download_size: 1061341 dataset_size: 1830497 - config_name: humaneval features: - name: name dtype: string - name: prompt dtype: string - name: tests dtype: string splits: - name: test num_bytes: 148763 num_examples: 161 download_size: 61463 dataset_size: 148763 - config_name: math_word_problems features: - name: question dtype: string - name: answer dtype: int64 splits: - name: train num_bytes: 12217 num_examples: 50 - name: test num_bytes: 11738 num_examples: 50 download_size: 19876 dataset_size: 23955 - config_name: mbpp-rkt-correct-executions features: - name: task_id dtype: int64 - name: code dtype: string - name: test_cases sequence: - name: input dtype: string - name: output dtype: string - name: lang dtype: string - name: timeout_s dtype: float64 - name: result dtype: string - name: stdout dtype: string - name: stderr dtype: string - name: exit_code dtype: int64 - name: description dtype: string - name: input_format dtype: string - name: output_format dtype: string splits: - name: train num_bytes: 2081903.6357827475 num_examples: 2646 download_size: 455315 dataset_size: 2081903.6357827475 - config_name: mbpp-rkt-test-problems features: - name: description dtype: string - name: input_format dtype: string - name: output_format dtype: string - name: tests list: - name: input dtype: string - name: output dtype: string - name: task_id dtype: int64 splits: - name: train num_bytes: 20024.875 num_examples: 50 download_size: 18186 dataset_size: 20024.875 - config_name: obscure_questions features: - name: url dtype: string - name: article_id dtype: string - name: prompt dtype: string - name: choices sequence: string - name: correct_answer dtype: string - name: id dtype: int64 splits: - name: test num_bytes: 239950 num_examples: 931 - name: tiny num_bytes: 11224 num_examples: 50 download_size: 149886 dataset_size: 251174 - config_name: wikipedia-northeastern-university features: - name: id dtype: string - name: url dtype: string - name: title dtype: string - name: text dtype: string splits: - name: test num_bytes: 7640857.145607997 num_examples: 2434 download_size: 12949685 dataset_size: 7640857.145607997 configs: - config_name: SIQA data_files: - split: validation path: SIQA/validation-* - config_name: bigbenchhard_reasoning_about_colored_objects data_files: - split: train path: bigbenchhard_reasoning_about_colored_objects/train-* - config_name: default data_files: - split: train path: data/train-* - config_name: flights data_files: - split: train path: flights/train-* - config_name: gsm8k data_files: - split: train path: gsm8k/train-* - config_name: humaneval data_files: - split: test path: humaneval/test-* - config_name: math_word_problems data_files: - split: train path: math_word_problems/train-* - split: test path: math_word_problems/test-* - config_name: mbpp-rkt-correct-executions data_files: - split: train path: mbpp-rkt-correct-executions/train-* - config_name: mbpp-rkt-test-problems data_files: - split: train path: mbpp-rkt-test-problems/train-* - config_name: obscure_questions data_files: - split: test path: obscure_questions/test-* - split: tiny path: obscure_questions/tiny-* - config_name: wikipedia-northeastern-university data_files: - split: test path: wikipedia-northeastern-university/test-* --- # Engineering LLM-Integrated Systems *Engineering LLM-Integrated Systems* is course at Northeastern University that teaches students how to build software that uses LLMs under the hood from a systems perspective. The course teaches students how to build interactive software systems that testable, scaleable, and well-designed, despite the fact that they are working with an essential component -- the LLM -- that can behave in unpredictable ways. This repository contains the datasets that the course uses for homework assignments. Credits (WIP): - `bigbenchhard_reasoning_about_colored_objects`: copied from https://huggingface.co/datasets/maveriq/bigbenchhard because that repository has datasets scripts that are no longer supported by Datasets v4. Originally from the paper https://arxiv.org/abs/2210.09261.