Datasets:
File size: 6,385 Bytes
652d81a 60b35ff 652d81a 0922387 234a725 68acc16 35ac231 f040428 497c064 3a16341 dcb89b1 87b0626 3723c79 e3d4f9f c927ec8 61a06f8 2fe71f7 7c5621f 2fe71f7 7c5621f 61a06f8 652d81a 0922387 234a725 68acc16 f040428 3a16341 dcb89b1 87b0626 3723c79 e3d4f9f 61a06f8 2fe71f7 652d81a f7d088a 708f268 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 |
---
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. |