| --- |
| pretty_name: Yourbench Simple Example |
| dataset_info: |
| - config_name: chunked |
| features: |
| - name: document_id |
| dtype: string |
| - name: document_text |
| dtype: string |
| - name: document_filename |
| dtype: string |
| - name: document_metadata |
| struct: |
| - name: file_size |
| dtype: int64 |
| - name: document_summary |
| dtype: string |
| - name: summarization_model |
| dtype: string |
| - name: chunks |
| list: |
| - name: chunk_id |
| dtype: string |
| - name: chunk_text |
| dtype: string |
| - name: multihop_chunks |
| list: |
| - name: chunk_ids |
| list: string |
| - name: chunks_text |
| list: string |
| splits: |
| - name: train |
| num_bytes: 659374 |
| num_examples: 1 |
| download_size: 251811 |
| dataset_size: 659374 |
| - config_name: ingested |
| features: |
| - name: document_id |
| dtype: string |
| - name: document_text |
| dtype: string |
| - name: document_filename |
| dtype: string |
| - name: document_metadata |
| struct: |
| - name: file_size |
| dtype: int64 |
| splits: |
| - name: train |
| num_bytes: 133617 |
| num_examples: 1 |
| download_size: 78167 |
| dataset_size: 133617 |
| - config_name: prepared_lighteval |
| features: |
| - name: question |
| dtype: string |
| - name: additional_instructions |
| dtype: string |
| - name: ground_truth_answer |
| dtype: string |
| - name: gold |
| list: string |
| - name: choices |
| list: 'null' |
| - name: question_category |
| dtype: string |
| - name: kind |
| dtype: string |
| - name: estimated_difficulty |
| dtype: int64 |
| - name: citations |
| list: string |
| - name: document_id |
| dtype: string |
| - name: chunk_ids |
| list: string |
| - name: question_generating_model |
| dtype: string |
| - name: chunks |
| list: string |
| - name: document |
| dtype: string |
| - name: document_summary |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 10185171 |
| num_examples: 62 |
| download_size: 217560 |
| dataset_size: 10185171 |
| - config_name: single_hop_questions |
| features: |
| - name: document_id |
| dtype: string |
| - name: question |
| dtype: string |
| - name: self_answer |
| dtype: string |
| - name: estimated_difficulty |
| dtype: int64 |
| - name: generating_model |
| dtype: string |
| - name: raw_response |
| dtype: string |
| - name: citations |
| list: string |
| - name: chunk_id |
| dtype: string |
| - name: tags |
| list: string |
| splits: |
| - name: train |
| num_bytes: 984497 |
| num_examples: 62 |
| download_size: 67129 |
| dataset_size: 984497 |
| - config_name: summarized |
| features: |
| - name: document_id |
| dtype: string |
| - name: document_text |
| dtype: string |
| - name: document_filename |
| dtype: string |
| - name: document_metadata |
| struct: |
| - name: file_size |
| dtype: int64 |
| - name: document_summary |
| dtype: string |
| - name: summarization_model |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 135734 |
| num_examples: 1 |
| download_size: 89153 |
| dataset_size: 135734 |
| configs: |
| - config_name: chunked |
| data_files: |
| - split: train |
| path: chunked/train-* |
| - config_name: ingested |
| data_files: |
| - split: train |
| path: ingested/train-* |
| - config_name: prepared_lighteval |
| data_files: |
| - split: train |
| path: prepared_lighteval/train-* |
| - config_name: single_hop_questions |
| data_files: |
| - split: train |
| path: single_hop_questions/train-* |
| - config_name: summarized |
| data_files: |
| - split: train |
| path: summarized/train-* |
| --- |
| [<img src="https://raw.githubusercontent.com/huggingface/yourbench/main/docs/assets/yourbench-badge-web.png" |
| alt="Built with YourBench" width="200" height="32" />](https://github.com/huggingface/yourbench) |
|
|
| # Yourbench Simple Example |
|
|
| This dataset was generated using YourBench (v0.9.0), 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_hop_question_generation**: Generate standalone question-answer pairs per chunk using LLM |
| |
| ## Reproducibility |
| |
| To reproduce this dataset, use YourBench v0.9.0 with the following configuration: |
| |
| ```yaml |
| hf_configuration: |
| hf_dataset_name: yourbench-simple-example |
| hf_organization: $HF_ORGANISATION |
| push_to_hub: true |
| model_list: |
| - model_name: Qwen3-235B |
| base_url: https://api.sambanova.ai/v1 |
| api_key: $API_KEY |
| max_concurrent_requests: 128 |
| pipeline: |
| ingestion: |
| source_documents_dir: example/default_example/data |
| output_dir: example/default_example/processed |
| supported_file_extensions: |
| - .md |
| - .txt |
| - .pdf |
| summarization: {} |
| chunking: {} |
| single_hop_question_generation: |
| chunk_sampling: |
| enable: false |
| num_samples: 100 |
| strategy: random |
| random_seed: 42 |
| prepare_lighteval: |
| single_hop_subset: single_hop_questions |
| multi_hop_subset: multi_hop_questions |
| cross_doc_subset: cross_document_questions |
| chunked_subset: chunked |
| summarized_subset: summarized |
| output_subset: prepared_lighteval |
| |
| ``` |
| |
| *(This dataset card was automatically generated by YourBench)* |
