| --- |
| dataset_info: |
| - config_name: numpy__api_comp_matrix |
| features: |
| - name: api |
| dtype: string |
| - name: v_1.21 |
| dtype: bool |
| - name: v_1.22 |
| dtype: bool |
| - name: v_1.23 |
| dtype: bool |
| - name: v_1.24 |
| dtype: bool |
| - name: v_1.25 |
| dtype: bool |
| - name: v_1.26 |
| dtype: bool |
| - name: v_2.0 |
| dtype: bool |
| - name: v_2.1 |
| dtype: bool |
| - name: v_2.2 |
| dtype: bool |
| - name: v_2.3 |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 79743 |
| num_examples: 2566 |
| download_size: 33866 |
| dataset_size: 79743 |
| - config_name: numpy__api_dictionary |
| features: |
| - name: api |
| dtype: string |
| - name: category |
| dtype: string |
| - name: doc_uri |
| dtype: string |
| - name: canonical_path |
| dtype: string |
| - name: entry_type |
| dtype: string |
| - name: signature_source |
| dtype: string |
| - name: first_version |
| dtype: string |
| - name: last_version |
| dtype: string |
| - name: is_constant |
| dtype: bool |
| - name: doc_versions |
| dtype: string |
| - name: online_doc_versions |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 51193308 |
| num_examples: 2566 |
| download_size: 5819733 |
| dataset_size: 51193308 |
| - config_name: numpy__benchmark_t1 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api_norm |
| dtype: string |
| - name: lib_version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: group |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: code_str |
| dtype: string |
| - name: target |
| dtype: string |
| - name: right_context_few_lines |
| dtype: string |
| - name: repo_url |
| dtype: string |
| - name: file_path |
| dtype: string |
| - name: signature_at_version |
| dtype: string |
| - name: docstring |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 330436307 |
| num_examples: 72383 |
| download_size: 55261029 |
| dataset_size: 330436307 |
| - config_name: numpy__benchmark_t2 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api |
| dtype: string |
| - name: version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: gt_exists |
| dtype: bool |
| - name: t2_balanced |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 2446208 |
| num_examples: 24565 |
| download_size: 1206241 |
| dataset_size: 2446208 |
| - config_name: numpy__benchmark_t3 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api |
| dtype: string |
| - name: version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: gt_signature |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 3472175 |
| num_examples: 22632 |
| download_size: 987741 |
| dataset_size: 3472175 |
| - config_name: numpy__sign_comp_matrix |
| features: |
| - name: api |
| dtype: string |
| - name: signature |
| dtype: string |
| - name: v_1.21 |
| dtype: bool |
| - name: v_1.22 |
| dtype: bool |
| - name: v_1.23 |
| dtype: bool |
| - name: v_1.24 |
| dtype: bool |
| - name: v_1.25 |
| dtype: bool |
| - name: v_1.26 |
| dtype: bool |
| - name: v_2.0 |
| dtype: bool |
| - name: v_2.1 |
| dtype: bool |
| - name: v_2.2 |
| dtype: bool |
| - name: v_2.3 |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 268130 |
| num_examples: 2998 |
| download_size: 86793 |
| dataset_size: 268130 |
| - config_name: scipy__api_comp_matrix |
| features: |
| - name: api |
| dtype: string |
| - name: v_1.7 |
| dtype: bool |
| - name: v_1.9 |
| dtype: bool |
| - name: v_1.10 |
| dtype: bool |
| - name: v_1.11 |
| dtype: bool |
| - name: v_1.12 |
| dtype: bool |
| - name: v_1.13 |
| dtype: bool |
| - name: v_1.14 |
| dtype: bool |
| - name: v_1.15 |
| dtype: bool |
| - name: v_1.16 |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 130847 |
| num_examples: 3642 |
| download_size: 47964 |
| dataset_size: 130847 |
| - config_name: scipy__api_dictionary |
| features: |
| - name: api |
| dtype: string |
| - name: category |
| dtype: string |
| - name: doc_uri |
| dtype: string |
| - name: canonical_path |
| dtype: string |
| - name: entry_type |
| dtype: string |
| - name: signature_source |
| dtype: string |
| - name: first_version |
| dtype: string |
| - name: last_version |
| dtype: string |
| - name: is_constant |
| dtype: bool |
| - name: doc_versions |
| dtype: string |
| - name: online_doc_versions |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 82144033 |
| num_examples: 3642 |
| download_size: 10954923 |
| dataset_size: 82144033 |
| - config_name: scipy__benchmark_t1 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api_norm |
| dtype: string |
| - name: lib_version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: group |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: code_str |
| dtype: string |
| - name: target |
| dtype: string |
| - name: right_context_few_lines |
| dtype: string |
| - name: repo_url |
| dtype: string |
| - name: file_path |
| dtype: string |
| - name: signature_at_version |
| dtype: string |
| - name: docstring |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 43164077 |
| num_examples: 7973 |
| download_size: 6507377 |
| dataset_size: 43164077 |
| - config_name: scipy__benchmark_t2 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api |
| dtype: string |
| - name: version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: gt_exists |
| dtype: bool |
| - name: t2_balanced |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 3458873 |
| num_examples: 32501 |
| download_size: 1615987 |
| dataset_size: 3458873 |
| - config_name: scipy__benchmark_t3 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api |
| dtype: string |
| - name: version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: gt_signature |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 5020231 |
| num_examples: 28310 |
| download_size: 1273343 |
| dataset_size: 5020231 |
| - config_name: scipy__sign_comp_matrix |
| features: |
| - name: api |
| dtype: string |
| - name: signature |
| dtype: string |
| - name: v_1.7 |
| dtype: bool |
| - name: v_1.9 |
| dtype: bool |
| - name: v_1.10 |
| dtype: bool |
| - name: v_1.11 |
| dtype: bool |
| - name: v_1.12 |
| dtype: bool |
| - name: v_1.13 |
| dtype: bool |
| - name: v_1.14 |
| dtype: bool |
| - name: v_1.15 |
| dtype: bool |
| - name: v_1.16 |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 587437 |
| num_examples: 4921 |
| download_size: 146699 |
| dataset_size: 587437 |
| - config_name: torch__api_comp_matrix |
| features: |
| - name: api |
| dtype: string |
| - name: v_1.12 |
| dtype: bool |
| - name: v_1.13 |
| dtype: bool |
| - name: v_2.0 |
| dtype: bool |
| - name: v_2.1 |
| dtype: bool |
| - name: v_2.2 |
| dtype: bool |
| - name: v_2.3 |
| dtype: bool |
| - name: v_2.4 |
| dtype: bool |
| - name: v_2.5 |
| dtype: bool |
| - name: v_2.6 |
| dtype: bool |
| - name: v_2.7 |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 215718 |
| num_examples: 5178 |
| download_size: 78321 |
| dataset_size: 215718 |
| - config_name: torch__api_dictionary |
| features: |
| - name: api |
| dtype: string |
| - name: category |
| dtype: string |
| - name: doc_uri |
| dtype: string |
| - name: canonical_path |
| dtype: string |
| - name: entry_type |
| dtype: string |
| - name: signature_source |
| dtype: string |
| - name: first_version |
| dtype: string |
| - name: last_version |
| dtype: string |
| - name: is_constant |
| dtype: bool |
| - name: doc_versions |
| dtype: string |
| - name: online_doc_versions |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 75716472 |
| num_examples: 5178 |
| download_size: 8849547 |
| dataset_size: 75716472 |
| - config_name: torch__benchmark_t1 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api_norm |
| dtype: string |
| - name: lib_version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: group |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: code_str |
| dtype: string |
| - name: target |
| dtype: string |
| - name: right_context_few_lines |
| dtype: string |
| - name: repo_url |
| dtype: string |
| - name: file_path |
| dtype: string |
| - name: signature_at_version |
| dtype: string |
| - name: docstring |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 648480639 |
| num_examples: 170532 |
| download_size: 105853265 |
| dataset_size: 648480639 |
| - config_name: torch__benchmark_t2 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api |
| dtype: string |
| - name: version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: gt_exists |
| dtype: bool |
| - name: t2_balanced |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 5433054 |
| num_examples: 49124 |
| download_size: 2515118 |
| dataset_size: 5433054 |
| - config_name: torch__benchmark_t3 |
| features: |
| - name: sample_id |
| dtype: string |
| - name: api |
| dtype: string |
| - name: version |
| dtype: string |
| - name: library |
| dtype: string |
| - name: api_type |
| dtype: string |
| - name: gt_signature |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 8518823 |
| num_examples: 41165 |
| download_size: 1914070 |
| dataset_size: 8518823 |
| - config_name: torch__sign_comp_matrix |
| features: |
| - name: api |
| dtype: string |
| - name: signature |
| dtype: string |
| - name: v_1.12 |
| dtype: bool |
| - name: v_1.13 |
| dtype: bool |
| - name: v_2.0 |
| dtype: bool |
| - name: v_2.1 |
| dtype: bool |
| - name: v_2.2 |
| dtype: bool |
| - name: v_2.3 |
| dtype: bool |
| - name: v_2.4 |
| dtype: bool |
| - name: v_2.5 |
| dtype: bool |
| - name: v_2.6 |
| dtype: bool |
| - name: v_2.7 |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 1272853 |
| num_examples: 7171 |
| download_size: 286837 |
| dataset_size: 1272853 |
| configs: |
| - config_name: numpy__api_comp_matrix |
| data_files: |
| - split: train |
| path: numpy__api_comp_matrix/train-* |
| - config_name: numpy__api_dictionary |
| data_files: |
| - split: train |
| path: numpy__api_dictionary/train-* |
| - config_name: numpy__benchmark_t1 |
| data_files: |
| - split: train |
| path: numpy__benchmark_t1/train-* |
| - config_name: numpy__benchmark_t2 |
| data_files: |
| - split: train |
| path: numpy__benchmark_t2/train-* |
| - config_name: numpy__benchmark_t3 |
| data_files: |
| - split: train |
| path: numpy__benchmark_t3/train-* |
| - config_name: numpy__sign_comp_matrix |
| data_files: |
| - split: train |
| path: numpy__sign_comp_matrix/train-* |
| - config_name: scipy__api_comp_matrix |
| data_files: |
| - split: train |
| path: scipy__api_comp_matrix/train-* |
| - config_name: scipy__api_dictionary |
| data_files: |
| - split: train |
| path: scipy__api_dictionary/train-* |
| - config_name: scipy__benchmark_t1 |
| data_files: |
| - split: train |
| path: scipy__benchmark_t1/train-* |
| - config_name: scipy__benchmark_t2 |
| data_files: |
| - split: train |
| path: scipy__benchmark_t2/train-* |
| - config_name: scipy__benchmark_t3 |
| data_files: |
| - split: train |
| path: scipy__benchmark_t3/train-* |
| - config_name: scipy__sign_comp_matrix |
| data_files: |
| - split: train |
| path: scipy__sign_comp_matrix/train-* |
| - config_name: torch__api_comp_matrix |
| data_files: |
| - split: train |
| path: torch__api_comp_matrix/train-* |
| default: true |
| - config_name: torch__api_dictionary |
| data_files: |
| - split: train |
| path: torch__api_dictionary/train-* |
| - config_name: torch__benchmark_t1 |
| data_files: |
| - split: train |
| path: torch__benchmark_t1/train-* |
| - config_name: torch__benchmark_t2 |
| data_files: |
| - split: train |
| path: torch__benchmark_t2/train-* |
| - config_name: torch__benchmark_t3 |
| data_files: |
| - split: train |
| path: torch__benchmark_t3/train-* |
| - config_name: torch__sign_comp_matrix |
| data_files: |
| - split: train |
| path: torch__sign_comp_matrix/train-* |
| --- |
| |
| # LibEvoBench (moved) |
|
|
| > [!IMPORTANT] |
| > This dataset has moved to **[JetBrains/LibEvoBench](https://huggingface.co/datasets/JetBrains/LibEvoBench)**. Please use that repository: it has the documentation, license, Croissant metadata and any future updates. |
|
|
| This copy was the anonymous version used during review of *LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models* (NeurIPS 2026, Evaluations & Datasets Track). It is kept unchanged so that existing links keep working. |
|
|
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("JetBrains/LibEvoBench", "torch__benchmark_t1", split="train") |
| ``` |
|
|
| Code: https://github.com/JetBrains-Research/LibEvoBench |
|
|
