README.md

metadata

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: 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: 2312079
        num_examples: 27899
    download_size: 417341
    dataset_size: 2312079
  - 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: 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
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        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
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        num_examples: 2434
    download_size: 12949685
    dataset_size: 7640857.145607997
configs:
  - config_name: SIQA
    data_files:
      - split: validation
        path: SIQA/validation-*
  - config_name: flights
    data_files:
      - split: train
        path: flights/train-*
  - config_name: math_word_problems
    data_files:
      - split: train
        path: math_word_problems/train-*
      - split: test
        path: math_word_problems/test-*
  - 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.