serbian-llm-eval / README.md
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metadata
license: apache-2.0
dataset_info:
  - config_name: arc_challenge
    features:
      - name: example_id
        dtype: string
      - name: query
        dtype: string
      - name: choices
        list: string
      - name: gold
        dtype: int64
    splits:
      - name: test
        num_bytes: 362046
        num_examples: 1172
    download_size: 275418
    dataset_size: 362046
  - config_name: arc_easy
    features:
      - name: example_id
        dtype: string
      - name: query
        dtype: string
      - name: choices
        list: string
      - name: gold
        dtype: int64
    splits:
      - name: test
        num_bytes: 628105
        num_examples: 2376
    download_size: 463671
    dataset_size: 628105
  - config_name: boolq
    features:
      - name: example_id
        dtype: string
      - name: question
        dtype: string
      - name: passage
        dtype: string
      - name: label
        dtype: int64
    splits:
      - name: test
        num_bytes: 2272326
        num_examples: 3270
    download_size: 1471811
    dataset_size: 2272326
  - config_name: hellaswag
    features:
      - name: example_id
        dtype: string
      - name: query
        dtype: string
      - name: choices
        list: string
      - name: gold
        dtype: int64
    splits:
      - name: test
        num_bytes: 8540674
        num_examples: 10042
    download_size: 7301658
    dataset_size: 8540674
  - config_name: nq_open
    features:
      - name: example_id
        dtype: string
      - name: question
        dtype: string
      - name: answer
        list: string
    splits:
      - name: test
        num_bytes: 404421
        num_examples: 3610
      - name: train
        num_bytes: 9091871
        num_examples: 87925
    download_size: 5917498
    dataset_size: 9496292
  - config_name: openbookqa
    features:
      - name: example_id
        dtype: string
      - name: query
        dtype: string
      - name: choices
        list: string
      - name: gold
        dtype: int64
    splits:
      - name: test
        num_bytes: 84699
        num_examples: 500
    download_size: 71491
    dataset_size: 84699
  - config_name: piqa
    features:
      - name: example_id
        dtype: string
      - name: goal
        dtype: string
      - name: choices
        list: string
      - name: gold
        dtype: int64
    splits:
      - name: test
        num_bytes: 543708
        num_examples: 1838
    download_size: 478588
    dataset_size: 543708
  - config_name: triviaqa
    features:
      - name: example_id
        dtype: string
      - name: question
        dtype: string
      - name: answer_value
        dtype: string
      - name: answer_aliases
        list: string
    splits:
      - name: test
        num_bytes: 7812049
        num_examples: 17944
      - name: train
        num_bytes: 58896326
        num_examples: 138384
    download_size: 58142652
    dataset_size: 66708375
  - config_name: winogrande
    features:
      - name: example_id
        dtype: string
      - name: sentence
        dtype: string
      - name: option1
        dtype: string
      - name: option2
        dtype: string
      - name: answer
        dtype: string
    splits:
      - name: test
        num_bytes: 198936
        num_examples: 1267
    download_size: 102151
    dataset_size: 198936
configs:
  - config_name: arc_challenge
    data_files:
      - split: test
        path: arc_challenge/test-*
  - config_name: arc_easy
    data_files:
      - split: test
        path: arc_easy/test-*
  - config_name: boolq
    data_files:
      - split: test
        path: boolq/test-*
  - config_name: hellaswag
    data_files:
      - split: test
        path: hellaswag/test-*
  - config_name: nq_open
    data_files:
      - split: test
        path: nq_open/test-*
      - split: train
        path: nq_open/train-*
  - config_name: openbookqa
    data_files:
      - split: test
        path: openbookqa/test-*
  - config_name: piqa
    data_files:
      - split: test
        path: piqa/test-*
  - config_name: triviaqa
    data_files:
      - split: test
        path: triviaqa/test-*
      - split: train
        path: triviaqa/train-*
  - config_name: winogrande
    data_files:
      - split: test
        path: winogrande/test-*

Serbian LLM Eval

This dataset is a republish of gordicaleksa/serbian-llm-eval-v1 as plain Parquet configs, so it can be loaded with modern versions of the datasets library (the upstream repo ships a Python loading script that datasets can no longer execute). Row contents are otherwise unchanged; only the example_id field is synthesized where the upstream data has no unique identifier, and the triviaqa answer struct is flattened into answer_value / answer_aliases columns.

Attribution

All content originates from Aleksa Gordić's Serbian LLM Eval project: English benchmark data machine-translated to Serbian (Google Translate), refined via GPT-4, with manual review. See the upstream dataset card and the project report for full methodology and credits.

Splits and counts

Config Split Rows
arc_challenge test 1172
arc_easy test 2376
boolq test 3270
hellaswag test 10042
nq_open test 3610
nq_open train 87925
openbookqa test 500
piqa test 1838
triviaqa test 17944
triviaqa train 138384
winogrande test 1267

Only nq_open and triviaqa have a train split; every other config has a single test split.

Usage

from datasets import load_dataset

ds = load_dataset("permitt/serbian-llm-eval", "arc_challenge", split="test")

Citation

Please cite the upstream dataset:

@article{serbian-llm-eval,
  author    = "Gordić Aleksa",
  title     = "Serbian LLM Eval",
  year      = "2023"
  howpublished = {\url{https://huggingface.co/datasets/gordicaleksa/serbian-llm-eval-v1}},
}

License

Apache 2.0, matching the upstream gordicaleksa/serbian-llm-eval-v1 dataset.