document_id string | document_text string | document_filename string | document_metadata dict | document_summary string | summarization_model string | chunks list | multihop_chunks list |
|---|---|---|---|---|---|---|---|
8870e432-e92e-4bd4-8bb7-7dd9bac6e358 | Harry Potter and the Philosopher's Stone
Harry Potter lives with his abusive uncle and aunt, Vernon and Petunia Dursley, and their
bullying, spoiled son, Dudley. On Harry's 11th birthday, he learns that he is a wizard when a
man named Rubeus Hagrid invites him to attend Hogwarts, a school of magic. Hagrid
explains tha... | Harry_Potter_Wikipedia_Plots.md | {
"file_size": 25673
} | The Harry Potter series chronicles the magical journey of Harry Potter, an orphan who discovers his wizard heritage at age 11 and attends Hogwarts, where he befriends Ron Weasley and Hermione Granger. Together, they face escalating threats from the dark wizard Lord Voldemort, including the theft of the Philosopher’s St... | Qwen/Qwen3-VL-8B-Instruct | [
{
"chunk_id": "8870e432-e92e-4bd4-8bb7-7dd9bac6e358_0",
"chunk_text": "Harry Potter and the Philosopher's Stone\n\nHarry Potter lives with his abusive uncle and aunt, Vernon and Petunia Dursley, and their\nbullying, spoiled son, Dudley. On Harry's 11th birthday, he learns that he is a wizard when a\nman nam... | [
{
"chunk_ids": [
"8870e432-e92e-4bd4-8bb7-7dd9bac6e358_0",
"8870e432-e92e-4bd4-8bb7-7dd9bac6e358_2"
],
"chunks_text": [
"Harry Potter and the Philosopher's Stone\n\nHarry Potter lives with his abusive uncle and aunt, Vernon and Petunia Dursley, and their\nbullying, spoiled son, Dudley.... |
Harry Potter Quiz Test
This dataset was generated using YourBench (v1.0.0), an open-source framework for generating domain-specific benchmarks from document collections.
Pipeline Steps
- ingestion: Read raw source documents, convert them to normalized markdown and save for downstream steps
- summarization: Perform hierarchical summarization: chunk-level LLM summaries followed by combine-stage reduction
- chunking: Split texts into token-based single-hop and multi-hop chunks
- single_shot_question_generation: Generate standalone question-answer pairs per chunk using LLM
Reproducibility
To reproduce this dataset, use YourBench v1.0.0 with the following configuration:
hf_configuration:
hf_dataset_name: harry-potter-quiz-test
hf_organization: $HF_ORGANISATION
hf_token: $HF_TOKEN
push_to_hub: true
model_list:
- model_name: Qwen/Qwen3-VL-8B-Instruct
base_url: http://us-east-1.sumuk.org:9100/stargate.neon-pentatonic.ts.net/30000/v1/
api_key: $API_KEY
max_concurrent_requests: 8
pipeline:
ingestion:
source_documents_dir: example/harry_potter_quizz/data
output_dir: example/harry_potter_quizz/processed
supported_file_extensions:
- .md
- .txt
- .pdf
summarization:
summarization_system_prompt: custom_summarization_system_prompt.md
num_hierarchy_levels: 2
recursive_doc_size_limit: 100
recursive_chunk_size_limit: 10
max_tokens_final: 4000
chunking:
l_max_tokens: 1024
token_overlap: 256
single_shot_question_generation:
question_mode: multi-choice
chunk_sampling:
enable: false
num_samples: 100
strategy: random
random_seed: 42
num_single_shot_samples: 100
chunk_sample_budget: 5
question_budget_per_chunk: 2
max_tokens: 4000
prepare_lighteval:
single_shot_subset: single_shot_questions
multi_hop_subset: multi_hop_questions
cross_doc_subset: cross_document_questions
chunked_subset: chunked
summarized_subset: summarized
output_subset: prepared_lighteval
debug: true
(This dataset card was automatically generated by YourBench)
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