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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'page'})
This happened while the json dataset builder was generating data using
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(origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/seals/annotations/seal_48.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/seals/annotations/seal_49.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/seals/annotations/seal_49.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/seals/annotations/seal_50.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/seals/annotations/seal_50.json)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
type: string
text: string
relationships: list<item: extension<arrow.json>>
child 0, item: extension<arrow.json>
nodes: list<item: struct<id: string, text: string>>
child 0, item: struct<id: string, text: string>
child 0, id: string
child 1, text: string
page: int64
-- schema metadata --
huggingface: '{"info": {"features": {"type": {"dtype": "string", "_type":' + 304
to
{'type': Value('string'), 'text': Value('string'), 'relationships': List(Json(decode=True)), 'nodes': List({'id': Value('string'), 'text': Value('string')})}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'page'})
This happened while the json dataset builder was generating data using
hf://datasets/linglongOCR-group/DocV3R-Bench/diagrams-and-tables/annotations/cn_diagram_04.json (at revision 29e86882c139aa5f671f2f3af469fd3ea0e554bd), [/tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_01.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_01.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_02.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_02.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_03.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_03.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_04.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_04.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_05.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_05.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_06.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_06.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_07.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_07.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_08.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_08.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_09.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_09.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_10.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_10.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_11.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_11.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_12.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_12.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_13.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_13.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_14.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_14.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_15.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_15.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_16.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_16.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_17.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_17.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_18.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_18.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_19.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_19.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_20.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_20.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_21.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_21.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_22.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_22.json), 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/tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_27.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_27.json), /tmp/hf-datasets-cache/medium/datasets/32422574183816-config-parquet-and-info-linglongOCR-group-DocV3R--3ba3798a/hub/datasets--linglongOCR-group--DocV3R-Bench/snapshots/29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_28.json (origin=hf://datasets/linglongOCR-group/DocV3R-Bench@29e86882c139aa5f671f2f3af469fd3ea0e554bd/diagrams-and-tables/annotations/cn_diagram_28.json), 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Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
type string | text string | relationships null | nodes null |
|---|---|---|---|
title | 2.2.3 英特尔® Geti™ 平台 | null | null |
title | intel GeTi | null | null |
text | 英特尔® Geti™ 平台使企业团队能够快速构建计算机视觉 AI 模型。通过直观的图形界面，用户可以添加图像或视频数据、进行标注、训练、重新训练、导出以及优化 AI 模型以便部署。配备了最先进的技术，如主动学习、任务链和智能标注，英特尔® Geti™ 平台减少了劳动密集型任务，实现了协作模型开发，并加快了模型创建的速度。
英特尔® Geti™ 平台提供的功能包括：
• 定制化的计算机视觉任务：英特尔® Geti™ 平台加速了 AI 任务的模型创建，如分类、对象检测、语义分割或异常检测。
• 直观的用户界面：英特尔® Geti™ 平台提供了便捷的图形用户界面和交互功能，如标注助手，允许几乎没有 AI 经验的团队成员协助计算机视觉模... | null | null |
title | 英特尔® Geti™ 平台的优势 | null | null |
text | • 节省时间：英特尔® Geti™ 平台通过提供一个无需编码的直观平台，帮助缩短开发 AI 应用计算机视觉模型所需的时间。这加快了通常需要长时间训练计划的自定义 AI 模型创建的工作流程。
• 节省成本：英特尔® Geti™ 平台有助于消除进入 AI 领域的障碍（如培训或支付专业服务费用），使计算机视觉 AI 建模对各种组织更加容易和经济高效，特别是对于较小的公司来说。降低与人员培训相关的成本进一步增加了整体价值。
• 灵活部署：英特尔® Geti™ 平台可以在本地部署或通过云虚拟机部署，为那些使用这两种基础设施之一或两者的组织提供灵活性。 | null | null |
title | 英特尔® Geti™ 平台的使用流程示例 | null | null |
diagram_caption | 图：使用英特尔® Geti™ 平台训练 AI 模型的流程示意图 | null | null |
diagram | null | null | null |
text | 02 英特尔® 技术方案 | null | null |
page_number | 35 | null | null |
text | 机器学习模型部署在英特尔® 私有云中的高性能计算服务器上，使用英特尔® 至强® 可扩展处理器进行训练。模型在数十万张晶圆图像上训练之后，部署到生产线的边缘位置。边缘上的模型推理工作负载（在摄像头控制器上）可以卸载到英特尔® ARC A770 独立 GPU 上，以加速图像分析。英特尔® 至强® 可扩展处理器提供强大的计算能力来处理繁重的工作负载，加快训练过程。根据我们的经验，模型训练的速度比使用其他处理器快达 50%，现阶段每季度进行一次完整迭代训练流程（如下图）。 | null | null |
diagram_caption | Figure. Our solution spans the entire machine-learning lifecycle, from raw data acquisition and labeling to training and validation to deployment. | null | null |
diagram | null | null | null |
text | 收集的图像由包含 50 个底层核心算法的混合机器学习模型分析，包括各种如基于 ResNet50 的检查、语义剪辑分割（以实现像素级的缺陷识别）以及识别和测量（自动识别图像中的边缘类型和自动测量距离）等功能。模型经英特尔® OpenVINO™ 工具包优化，提高在英特尔® 硬件平台上的效率。工业视觉控制软件支持图像审查和模拟，所有功能以模块形式集成，便于扩展应用，支持低代码操作和流程向导。 | null | null |
title | 方案优势 | null | null |
text | 标准化设计实现了快速部署和易于扩展到新的用例。该解决方案能够准确识别晶圆研磨过程中的多种类型缺陷，包括凹痕、各种大小的划痕、研磨痕迹、污点、裂纹、气泡、晶圆偏移和安装偏移。与离线检查相比，使用在线检查可以更早地检测到多达 50% 的晶圆研磨问题。当警报响起时，可以对晶圆进行返工，这避免了下游过程中的整片晶圆分层。更重要的是，该解决方案超越了离线计量所能实现的：在问题发生时检测偏差，检测过程缺陷并迅速关闭工具，实现了检查框架清洁度和内环的新能力。
帮助工厂实现业务效益：
• 避免废品，每年为工厂节省高达 200 万美元。
• 降低了业务风险。
• 更高的产品质量。
• 使工程师免于繁琐的手动离线检查。 | null | null |
text | 03 成功案例 | null | null |
footer | intel. | null | null |
page_number | 48 | null | null |
title | 4.2.3 工业电脑优选项目申请流程与节点安排 | null | null |
title | 项目时间线 | null | null |
diagram | null | null | null |
title | 项目流程 | null | null |
diagram | null | null | null |
text | 04 合作伙伴加速项目和产品推荐 | null | null |
footer | * 每家客户每个应用 x 等级最多只能申请一台机器
** 每批次开放时间与名额有限，请您与英特尔客户经理联系锁定意向
*** 锁定报名意向后，英特尔将向您发送线上报名链接，届时正式启动项目参与
**** 流程中的天数为自然天天数 | null | null |
page_number | 67 | null | null |
title | 4.3.5 养老信托 | null | null |
text | 在信托行业回归本源的监管导向和社会养老需求增加的背景下，资产服务信托和公益慈善信托是目前养老信托的主要布局方向。
养老信托不同于其他以获取投资收益为主要目标的金融产品，是指委托人（个人、家庭或法人）以养老资金管理、养老生活保障或养老慈善事业为核心目的，将财产委托给受托人（信托公司），信托公司根据合同约定向受益人（通常为委托人本人、家庭成员、公司员工、符合慈善信托标准的群体或组织等）提供财产保值增值、定期分配、养老规划及养老资源对接等信托业务安排。 | null | null |
diagram_caption | 图表4-36 信托基本结构示意图 | null | null |
diagram | null | null | null |
text | ● 发挥制度优势，“金融+非金融”服务属性凸显
根据法律规定，信托财产独立保管、运作，且与委托人其他财产相隔离，能够有效保障信托财产的安全。
信托能够横跨货币、资本、商品等多元市场投资，可构建广泛、动态、灵活的投资组合。
信托灵活的架构下，委托人能够根据个性化养老需求，灵活设置信托财产的分配机制，有效应对多元化养老场景要求。
● 业务模式多元，满足不同客群差异化养老需求
资产服务信托模式：定制化的综合养老金融服务方案
资产服务信托项下的财富管理服务信托成为信托赋能养老事业发展的主要载体，信托计划的委托人主要分为自然人或家庭/家族成员、法人或非法人组织两类。其中自然人或家庭/家族成员主要通过家族信托、家庭服务信托和保险金信托来实现养老... | null | null |
page | null | null | null |
title | 家族信托：为高净值人群提供一站式综合养老保障 | null | null |
text | ● 家族信托以1000万元设立门槛，通过跨代际资产配置与定制化条款设计，覆盖养老、医疗、传承等多元场景。
● 委托人将财产委托信托公司，设定受益人及分配规则（如定期领取养老金、医疗专项支付），依托受托人投研能力实现资产增值，并进行家族成员日常养老支出、高端康养服务采购及财富传承安排。
● 受托人发挥资源整合优势，对接优质养老机构居住权益等非金融增值服务，形成“财富管理+养老服务”双轨闭环，系统性满足品质养老需求。 | null | null |
diagram_caption | 图表4-37 养老主题家族信托架构示意 | null | null |
diagram | null | null | null |
title | 家庭服务信托：综合财富管理服务的普惠化实践 | null | null |
text | ● 家庭服务信托是信托三分类新规后的创新型业务，也是家族信托模式的“普惠型”实践，设立门槛为100万元，相较家族信托大幅降低，让更多大众富裕家庭有机会运用信托工具实现家庭财富保护和养老规划等多样化目的。
● 家庭服务信托与家族信托的业务架构较为相似，但明确了不低于5年的信托期限和标准化的配置范围，提供更符合大众家庭的资产配置服务。 | null | null |
title | 保险金信托：融合保险保障与养老规划双重优势 | null | null |
text | ● 保险金信托是指信托公司接受单一自然人委托，或者接受单一自然人及其家庭成员共同委托，以人身保险合同的相关权利和对应利益以及后续支付保费所需资金作为信托财产设立信托。
● 当保险合同约定的给付条件发生时，保险公司按照保险约定将对应资金划付至对应信托专户，由信托公司按照信托文件管理。 | null | null |
page | null | null | null |
title | 法人及非法人组织财富管理信托：企业为员工提供补充养老福利的重要途径 | null | null |
text | ● 法人及非法人组织财富管理信托以1000万元为设立门槛，能够借助信托的功能实现多元目的。其中，以薪酬福利管理为信托目的、公司员工作为受益人的信托架构，能够为员工提供补充养老资金等各类福利。 | null | null |
diagram_caption | 图表4-38 养老主题法人及非法人组织财富管理信托部分框架 | null | null |
diagram | null | null | null |
text | ● 此外，委托人还可借助该信托架构实现员工股权激励、薪酬递延支付等效果。同时，也可以通过其他行政服务管理信托的模式，实现对特定困难员工的关怀，包括对其养老生活的额外支持。 | null | null |
title | ● 公益慈善信托模式：助力养老公益事业“向上向善” | null | null |
text | ● 在政策引导和社会需求下，养老慈善信托已经成为推动养老慈善事业发展的有力工具，数量持续扩容。在2024年全年新设的慈善信托中，信托目的涵盖扶老助老的慈善信托共155单，占比28.8%。履行了金融服务实体经济和社会民生的天职，实现了金融服务与社会公益的双赢。
● 养老慈善信托通过信托架构，一方面帮助企业和高净值人群灵活、高效、可持续地管理慈善财产、实现慈善意愿；另一方面通过支持社会养老福利事业、资助养老慈善项目，使得广大老年群体、尤其是处于困境中的老年群体受益，是多层次养老保障体系的重要组成部分。
● 养老慈善信托支持的慈善项目范畴广泛，包括：机构及社区养老设施及服务建设、特困老人救助、老年健康关怀、老年文化活动、养老慈善行业发展及... | null | null |
diagram_caption | 图表4-39 养老慈善信托架构示意 | null | null |
diagram | null | null | null |
page | null | null | null |
title | 第一章 AI PC 的历史使命：
AI 普惠首选终端 | null | null |
text | 人工智能的需求正在爆发，大模型开启了普惠于人的路程。用户不仅需要公共的大模型服务，更需要的是专属自己的个人大模型。个人大模型将依托混合人工智能的方式，逐步实现普惠。我们看到，个人大模型的普惠要求和 PC 的承载优势完美契合，显示着 PC 将再一次承载技术普惠的历史使命，成为 AI 普惠的首选终端。 | null | null |
diagram_caption | 图 1 PC 与 AI 大模型的天然匹配 | null | null |
diagram | null | null | null |
text | 来源: IDC, 2023 | null | null |
footer | IDC | Lenovo 联想 | null | null |
page_number | 4 | null | null |
header | AI PC 产业 (中国) 白皮书 | null | null |
diagram_caption | 图 5 个人智能体提升 AI PC 的自主性与易用性 | null | null |
diagram | null | null | null |
text | 来源: IDC, 2023 | null | null |
title | 终端内嵌个人大模型 | null | null |
title | 本地为主，边缘与云为辅的大模型方案 | null | null |
text | 随着用户对 AI 能力和大模型的调用变得像使用办公软件一样频繁，仅依赖云端提供相应的能力就变得昂贵、复杂且不够安全。因此，以模型的本地化推理为主，以边缘和云端推理为辅的混合大模型架构成为 AI PC 解决这一问题的关键。
用户的大部分任务将能够依托 AI PC 本地模型完成。例如，用户能够在离线的情况下依靠本地大模型完成通过文字描述生成文档和 PPT 的任务。同时，本地模型还将承担意图理解和任务分配的功能，是个人智能体的底座。 | null | null |
footer | IDC | Lenovo 联想 | null | null |
page_number | 17 | null | null |
title | 第三章 AI PC 的产业生态：
以人为本、终端主导、AI 原生 | null | null |
text | 在 AI PC 的推动下，PC 产业生态将从应用为本转向以人为本，从应用驱动转变为意图驱动。传统 PC 产业生态以操作系统为基础，用户在系统界面中直接进行操作，并管理和应用各式各样的应用程序。AI PC 产业生态中，个人智能体将成为第一入口，在大模型与应用生态的支持下，准确理解用户指令，给出恰当的反馈，跨应用进行调度，进而完成相对复杂的任务。模型、应用、算力厂商都需要围绕 AI PC（终端）形态下新的以人为本的需求做出改变，在研发工作中对 AI 的高效运行予以充分的考量，以适应 AI PC 新时代。 | null | null |
diagram_caption | 图 7 PC 产业生态变革图 | null | null |
diagram | null | null | null |
text | 来源: IDC, 2023 | null | null |
footer | IDC | Lenovo 联想 | null | null |
page_number | 23 | null | null |
text | 随着 AI 技术的不断进步，越来越多的企业加入 AI PC 的开放生态，形成用户、终端厂商、模型、应用、算力多层开放的繁荣生态。用户视野将发生变化，模型与应用的新关系将改变用户需求的底层逻辑。用户的需求是推动整个生态发展的关键要素，而终端厂商以场景需求为基础面向用户整合产业资源，提供软硬件一体的混合交付体验。模型厂商、芯片厂商也将与终端厂商产生更加紧密地联结。 | null | null |
diagram_caption | 图 8 产业内供给关系变化 | null | null |
diagram | null | null | null |
text | 来源: IDC, 2023 | null | null |
title | 3.1 用户：生态话语权显著提升 | null | null |
title | 用户成为行业生态创新的驱动者和创造者 | null | null |
text | PC 行业的前几次产业变革主要由终端、OS 或是芯片厂商推动，用户被动接纳新的技术和产品，调整和适应自己的使用工具的习惯、提升使用工具的熟练度。 | null | null |
footer | IDC | Lenovo 联想 | null | null |
page_number | 24 | null | null |
header | 工业设备网联化技术与实践白皮书
工业设备网联化现状及趋势 | null | null |
text | 不确定性的随机网络，难以胜任高速实时性数据通信。为此，世界上的各大公司纷纷开发出自己的实时工业以太网，例如：PROFINET、EtherCAT等。而TSN(Time Sensitive Network)-时间敏感型网络的出现，解决了用单一网络连接不同工业以太协议的问题，并与OPC-UA结合实现了IT与OT的融合通信。 | null | null |
diagram_caption | 图2-3 大部分工业实时以太协议舍弃TCP/IP层 | null | null |
diagram | null | null | null |
text | 广域IP化：大部分的工业以太在实时处理过程中舍弃了TCP/IP层，因此从本质上讲是工业以太总线。进入工业智能时代，工业互联网正在推动企业生产系统走向现场少人化、无人化，控制系统加速走向远程集中控制模式，让操作人员可以在更安全、更舒适的集中控制室完成生产任务，也让大型企业得以在更大范围内实现总部、多基地之间的生产要素调度和优化，为此，工业控制系统需要走向广域云化。工控系统的IP化是实现整个网络端到端统一语言都说“普通话”、IT与OT网络融合的基础。当然，要实现远程的云化实时控制，一张确定性的广域网络必不可少。 | null | null |
page_number | 05 | null | null |
footer | 打造先进工业网络 加速工业互联网创新发展 | null | null |
header | HarmonyOS NEXT 安全技术白皮书 | null | null |
header | 2 HarmonyOS 概述 | null | null |
text | 分布式软总线是手机、智能穿戴、平板、智慧屏、车机等多种终端设备的统一基座，为设备之间的互联互通提供了统一的分布式通信能力，能够快速发现并连接设备，高效地分发任务和传输数据。 | null | null |
diagram_caption | 图2-1 分布式软总线示意图 | null | null |
diagram | null | null | null |
title | 分布式设备虚拟化 | null | null |
text | 分布式设备虚拟化平台可以实现不同设备的资源融合、设备管理、数据处理，多种设备共同形成一个超级虚拟终端。针对不同类型的任务，为用户匹配并选择能力合适的执行硬件，让业务连续地在不同设备间流转，充分发挥不同设备的资源优势。 | null | null |
footer | 文档版本 V1.0 (2024-08-13) 版权所有 © 华为技术有限公司 | null | null |
page_number | 5 | null | null |
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