README.md

---
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
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- 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
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  - name: train
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    num_examples: 29989
  download_size: 445935
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- 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
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  - 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
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    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
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    num_examples: 50
  - name: test
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    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
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  - name: train
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    num_examples: 2646
  download_size: 455315
  dataset_size: 2081903.6357827475
- 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
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  - 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
    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: 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.