Datasets:
License:
| onescience_manifest_version: '0.1' | |
| resource_type: dataset | |
| resource: | |
| id: OneScience/MatPL | |
| name: MatPL | |
| domain: matchem | |
| domain_tags: | |
| - matchem | |
| - matpl | |
| - nep | |
| - mlip | |
| task: nep_training_data | |
| task_tags: | |
| - movement | |
| - pwmlff_npy | |
| - extxyz | |
| - energy_force_virial | |
| modalities: | |
| - atomistic_structure | |
| input_formats: | |
| - pwmat_movement | |
| - pwmlff_npy | |
| - extxyz | |
| output_formats: [] | |
| summary: NEP 示例使用的 MatPL 多体系材料势数据集。 | |
| platform_resource: | |
| primary: | |
| platform: modelscope | |
| repo_id: OneScience/MatPL | |
| repo_type: dataset | |
| url: https://modelscope.cn/datasets/OneScience/MatPL | |
| revision: main | |
| readme_path: README.md | |
| manifest_path: manifest.yaml | |
| mirrors: [] | |
| access: | |
| visibility: public | |
| license: null | |
| website_integration: | |
| enabled: true | |
| click_target: | |
| platform: modelscope | |
| resource_url: https://modelscope.cn/datasets/OneScience/MatPL | |
| llm_handoff: | |
| readme_required: true | |
| manifest_required: true | |
| download_readme_first: true | |
| resolve_related_models: true | |
| default_run_goal: minimal_validation | |
| runtime: | |
| enabled: true | |
| onescience_domain: matchem | |
| min_onescience_version: null | |
| supported_execution: | |
| - local | |
| - local_slurm | |
| - remote_slurm | |
| - scnet_mcp | |
| onescience: | |
| repo: https://gitee.com/onescience-ai/onescience | |
| official_links: | |
| gitee: | |
| doc: https://gitee.com/onescience-ai/onescience-doc | |
| onescience: https://gitee.com/onescience-ai/onescience | |
| skills: https://gitee.com/onescience-ai/oneskills | |
| github: | |
| doc: https://github.com/onescience-ai/OneScience-doc | |
| onescience: https://github.com/onescience-ai/OneScience | |
| skills: https://github.com/onescience-ai/oneskills | |
| install: | |
| required_by_default: false | |
| command: bash install.sh matchem | |
| source_paths: | |
| - matchem/matpl | |
| compatibility: | |
| examples_path: examples/matchem/nep | |
| status: examples_compatible | |
| runtime_package: | |
| kind: standard_runtime_package | |
| package_root: . | |
| standard_layout: | |
| workdir: . | |
| config_dir: metadata | |
| checkpoint_dir: null | |
| data_dir: data | |
| output_dir: outputs | |
| apply_policy: | |
| mode: direct_use | |
| target: session_workdir | |
| overwrite: true | |
| protect_installed_onescience: true | |
| entry_files: | |
| - scripts/validate_matpl.py | |
| - metadata/schema.yaml | |
| - metadata/sha256_manifest.txt | |
| - data/MatPL/ | |
| entrypoints: | |
| preflight: scripts/validate_matpl.py | |
| inference: null | |
| train: null | |
| finetune: null | |
| evaluate: null | |
| visualize: null | |
| deploy: null | |
| files: | |
| model_files: [] | |
| dataset_files: | |
| - id: matpl_data | |
| path: data/MatPL/ | |
| role: training_data | |
| description_zh: MatPL AuAg、Cu、HfO2、LiSiC 数据。 | |
| required: true | |
| required_for: | |
| - preflight | |
| - train | |
| - evaluate | |
| format: movement_npy_extxyz | |
| source: | |
| platform: modelscope | |
| repo_id: OneScience/MatPL | |
| repo_type: dataset | |
| path: data/MatPL/ | |
| revision: main | |
| url: null | |
| download_method: command_ref | |
| command_ref: commands.download.download_dataset_package | |
| mirrors: [] | |
| local_path: session_workdir/data/MatPL/ | |
| size: 38M | |
| checksum: metadata/sha256_manifest.txt | |
| large_file: false | |
| config_files: | |
| - id: schema | |
| path: metadata/schema.yaml | |
| role: schema | |
| description_zh: MatPL 数据结构和校验说明。 | |
| required: true | |
| required_for: | |
| - preflight | |
| format: yaml | |
| source: | |
| platform: modelscope | |
| repo_id: OneScience/MatPL | |
| repo_type: dataset | |
| path: metadata/schema.yaml | |
| revision: main | |
| url: null | |
| download_method: command_ref | |
| command_ref: commands.download.download_dataset_package | |
| mirrors: [] | |
| local_path: session_workdir/metadata/schema.yaml | |
| size: null | |
| checksum: null | |
| large_file: false | |
| - id: sha256_manifest | |
| path: metadata/sha256_manifest.txt | |
| role: checksum | |
| description_zh: 所有 data/ 文件 SHA256 清单。 | |
| required: true | |
| required_for: | |
| - preflight | |
| format: txt | |
| source: | |
| platform: modelscope | |
| repo_id: OneScience/MatPL | |
| repo_type: dataset | |
| path: metadata/sha256_manifest.txt | |
| revision: main | |
| url: null | |
| download_method: command_ref | |
| command_ref: commands.download.download_dataset_package | |
| mirrors: [] | |
| local_path: session_workdir/metadata/sha256_manifest.txt | |
| size: null | |
| checksum: null | |
| large_file: false | |
| sample_files: [] | |
| relations: | |
| required_datasets: [] | |
| optional_datasets: [] | |
| compatible_models: | |
| - id: OneScience/NEP | |
| role: compatible_model | |
| required_for: | |
| - preflight | |
| - train | |
| - evaluate | |
| resource_ref: | |
| platform: modelscope | |
| repo_id: OneScience/NEP | |
| repo_type: model | |
| url: https://modelscope.cn/models/OneScience/NEP | |
| revision: main | |
| readme_path: README.md | |
| manifest_path: manifest.yaml | |
| expected_dataset_local_path: data/MatPL | |
| run_matrix: | |
| scenarios: | |
| - name: minimal_validation | |
| default: true | |
| capability: preflight | |
| required_datasets: | |
| - id: OneScience/MatPL | |
| role: self_dataset | |
| local_path: data/MatPL | |
| required_model_files: [] | |
| required_data_files: | |
| - data/MatPL/Cu/pwdata/0_300_MOVEMENT | |
| - data/MatPL/AuAg/AuAg-5762.xyz | |
| - data/MatPL/HfO2/pwdata/ | |
| preconditions: | |
| - 数据文件已放在 data/MatPL/。 | |
| command_refs: | |
| - commands.preflight.validate_dataset | |
| outputs: | |
| - path: stdout | |
| description_zh: MatPL 数据结构和 SHA256 校验结果。 | |
| capabilities: | |
| inference: false | |
| train: false | |
| finetune: false | |
| evaluate: true | |
| visualize: false | |
| deploy: false | |
| commands: | |
| download: | |
| - name: download_dataset_package | |
| target: dataset | |
| repo_id: OneScience/MatPL | |
| source: . | |
| local_path: session_workdir/ | |
| required: true | |
| required_for: | |
| - preflight | |
| - train | |
| cwd: . | |
| command: modelscope download --dataset OneScience/MatPL --local_dir session_workdir | |
| expected_outputs: | |
| - path: session_workdir/data/MatPL/Cu/pwdata/0_300_MOVEMENT | |
| type: file | |
| success_criteria: | |
| - exit_code == 0 | |
| - output_path_exists | |
| preflight: | |
| - name: validate_dataset | |
| description: 检查 MatPL Movement、xyz、npy 和 SHA256。 | |
| cwd: . | |
| command: python scripts/validate_matpl.py --dataset-root data/MatPL --checksum-manifest metadata/sha256_manifest.txt | |
| required_files: | |
| - scripts/validate_matpl.py | |
| - metadata/sha256_manifest.txt | |
| - data/MatPL/Cu/pwdata/0_300_MOVEMENT | |
| required_env: | |
| - python | |
| - numpy | |
| expected_outputs: | |
| - path: stdout | |
| type: text | |
| success_criteria: | |
| - exit_code == 0 | |
| prepare: [] | |
| inference: [] | |
| train: [] | |
| finetune: [] | |
| evaluate: | |
| - name: validate_for_nep | |
| description: 作为 NEP 适配数据运行同一数据读取验证。 | |
| cwd: . | |
| command: python scripts/validate_matpl.py --dataset-root data/MatPL --checksum-manifest metadata/sha256_manifest.txt | |
| required_files: | |
| - data/MatPL/Cu/pwdata/0_300_MOVEMENT | |
| required_env: | |
| - python | |
| - numpy | |
| expected_outputs: | |
| - path: stdout | |
| type: text | |
| success_criteria: | |
| - exit_code == 0 | |
| visualize: [] | |
| deploy: [] | |
| expected_outputs: | |
| - path: stdout | |
| type: text | |
| description_zh: MatPL 数据验证通过,输出体系、npy 数量和 SHA256 条目数。 | |
| diagnostics: | |
| - error_pattern: missing file | |
| likely_cause: 数据集未完整下载或 cwd 不在数据集包根目录。 | |
| action: 执行 modelscope download --dataset OneScience/MatPL --local_dir session_workdir。 | |
| - error_pattern: checksum mismatch | |
| likely_cause: 数据文件损坏或未完整复制。 | |
| action: 重新同步 matchem/matpl 到 modelscope_standardized/dataset/matchem_MatPL/data/MatPL 并重新生成 SHA256 清单。 | |
| domain_extension: | |
| matchem: | |
| dataset_family: MatPL | |
| systems: | |
| - AuAg | |
| - Cu | |
| - HfO2 | |
| - LiSiC | |
| formats: | |
| - pwmat/movement | |
| - pwmlff/npy | |
| - extxyz | |
| compatible_model_ids: | |
| - OneScience/NEP | |
| reproducibility: | |
| level: data_integrity | |
| goal: 完成 MatPL 数据结构和 SHA256 校验。 | |
| command_ref: commands.preflight.validate_dataset | |
| expected_runtime: 1-2 minutes | |
| expected_outputs: | |
| - stdout | |