(如 InternLM) 和数据集 (如 Infinity-MM) 领 域贡献了大量有影响力的基础工作和资源。 2024 年，中国开源社区涌现出众多高质量的自发研究成果。其中，MAP 团队推出的全开 源模型 Map Neo 引人瞩目。该模型在训练数据、脚本以及模型对齐工作上实现了全面公开， 成为国内少有的真正意义上完全开源的项目。 22 / 111 而 InstantX 团队的 InstantID SWE-agent+Claude 3 Opus 的 18.2%，效 果都比较显著。 多模态能力：多模态 LLM 使智能体能够综合利用视觉和文本信息，可以理解软件用户界面、 处理的图表、可视化数据、语法高亮和交互映射等内容，更好地理解任务陈述以及获取任务相关 的产品信息、开发过程信息，从而更全面地理解和解决问题。目前排在 SWE-bench verified 前 4 位都使用了 Claude-3.5-Son 最后生成物理无关（包括工艺）的逻辑图表达。这个问题对应着传统芯片设计流程的电路设计。 80 / 111 ③物理图生成。在电路逻辑图基础上生成电路的具体物理版图，这等价于一种多种约束下 （如面积、功耗、物理等限制）的图映射和优化问题。这个问题对应着传统芯片设计流程的物 理设计。 针对上述问题，该文章由梳理了一系列从逻辑设计、电路设计、物理设计、验证测试各环 节上的技术挑战。例如，验证测试环节要解决的核心挑战就是黑盒解决方案的精度保证，一方

中国开源开发者报告》的引导，这里还是把 话题拉回来，简介一下整个报告。 前边讲到的 LLM 领域大放异彩，自然是会作为报告中的 一个重要部分，我们策划了一个《2023 LLM 技术报告》 篇章，整体围绕 LLM Tech Map 梳理逻辑来展开。 从基础设施、大模型、Agent、AI 编程、工具和平台，以 及算力几个方面，为开发者整理了当前 LLM 中最为热门 和硬核的技术领域以及相关的软件产品和开源项目。 是的，先整理了一个 享范围和写时复制支持、用于检测固件引起的延迟的硬件延迟跟踪器、对 来自 Project Ara 的 Greybus 总线的支持、更高效的 BPF 分析器、新的可选 BBR TCP 拥塞控制算法、虚拟映射内核堆栈等特性。 由于是 LTS 版本，Linux 4.被广泛用于生产环境，比如基于 Linux 4.9 操作 系统驱动的大规模生产设备/硬件。 写字板是一种基本的文本编辑应用程序， 允许用户创建和编辑带有格式化文本的 技术也发挥了关键作用。此外，它还在代码 生成、文本摘要、翻译等任务中展现了强大的通用性。 本报告从技术人视角出发，将深入探讨 LLM 技术的背景、 基础设施、应用现状，以及相关的工具和平台。 42 / 87 LLM Tech Map  向量数据库  数据库向量支持  大模型框架、微调 (Fine Tuning)  大模型训练平台与工具 基础设施 LLM Agent  备案上线的中国大模型  知名大模型  知名大模型应用

configuration for routing happens in controller.xml. The purpose of this file is to map requests to responses. 4 Request Map A request in the control servlet might contain the following information: • Define response could either be another request or a view map. So in this example, the findInvoices request is mapped to a findInvoices view. View Map A view map maps a view name to a certain view-type and a certain a FreeMarker template. • screenxls: An Excel spreadsheet. In the findInvoices example, the view-map type is a normal screen which is mapped to the screen: component://accounting/widget/InvoiceScreens

configuration for routing happens in controller.xml. The purpose of this file is to map requests to responses. 4 Request Map A request in the control servlet might contain the following information: • Define response could either be another request or a view map. So in this example, the findInvoices request is mapped to a findInvoices view. View Map A view map maps a view name to a certain view-type and a certain a FreeMarker template. • screenxls: An Excel spreadsheet. In the findInvoices example, the view-map type is a normal screen which is mapped to the screen: component://accounting/widget/InvoiceScreens

configuration for routing happens in controller.xml. The purpose of this file is to map requests to responses. 3 Request Map A request in the control servlet might contain the following information: • Define response could either be another request or a view map. So in this example, the findInvoices request is mapped to a findInvoices view. View Map A view map maps a view name to a certain view-type and a certain a FreeMarker template. • screenxls: An Excel spreadsheet. In the findInvoices example, the view-map type is a normal screen which is mapped to the screen: component://accounting/widget/InvoiceScreens

configuration for routing happens in controller.xml. The purpose of this file is to map requests to responses. 3 Request Map A request in the control servlet might contain the following information: • Define response could either be another request or a view map. So in this example, the findInvoices request is mapped to a findInvoices view. View Map A view map maps a view name to a certain view-type and a certain a FreeMarker template. • screenxls: An Excel spreadsheet. In the findInvoices example, the view-map type is a normal screen which is mapped to the screen: component://accounting/widget/InvoiceScreens

configuration for routing happens in controller.xml. The purpose of this file is to map requests to responses. Request Map A request in the control servlet might contain the following information: • Define response could either be another request or a view map. So in this example, the findInvoices request is mapped to a findInvoices view. View Map A view map maps a view name to a certain view-type and a certain a FreeMarker template. • screenxls: An Excel spreadsheet. In the findInvoices example, the view-map type is a normal screen which is mapped to the screen: component://accounting/widget/InvoiceScreens

data. 1. Select the 'FinAccount Type Id' from the drop down list 99 2. Select the ' GL Account' to map it to from the drop down list 3. Press the 'Add' button 4. The new mapping will be displayed in the made such as 'Customer Deposit' then it will translate to a GL Account Type Id which in turn will map to an actual GL Account) • GL Account Class Id: This appears to be a classification system and hierarchy used to map various transaction type codes to a specific general ledger account Accounting transactions are made up of a Debit Entry and a Credit Entry. The GL Account defaults screens help map which accounts

1. Select the 'FinAccount Type Id' from the drop down list 110 2. Select the ' GL Account' to map it to from the drop down list 3. Press the 'Add' button 4. The new mapping will be displayed in the made such as 'Customer Deposit' then it will translate to a GL Account Type Id which in turn will map to an actual GL Account) • GL Account Class Id: This appears to be a classification system and hierarchy used to map various transaction type codes to a specific general ledger account Accounting transactions are made up of a Debit Entry and a Credit Entry. The GL Account defaults screens help map which accounts

1. Select the 'FinAccount Type Id' from the drop down list 110 2. Select the ' GL Account' to map it to from the drop down list 3. Press the 'Add' button 4. The new mapping will be displayed in the made such as 'Customer Deposit' then it will translate to a GL Account Type Id which in turn will map to an actual GL Account) • GL Account Class Id: This appears to be a classification system and hierarchy used to map various transaction type codes to a specific general ledger account Accounting transactions are made up of a Debit Entry and a Credit Entry. The GL Account defaults screens help map which accounts