| 文件 | 最后提交记录 | 最后更新时间 |
|---|---|---|
【msmodelslim】cleancode Co-authored-by: caishengcheng<caishengcheng@huawei.com> | 8 个月前 | |
【msmodelslim】cleancode Co-authored-by: caishengcheng<caishengcheng@huawei.com> | 8 个月前 | |
【msmodelslim】代码回合 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !26 merge code into master 【msmodelslim】代码回合 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 【msmodelslim】代码回合 See merge request: Ascend/msmodelslim!26 | 8 个月前 | |
【msmodelslim】【feature】支持默认结构的离群值抑制 Co-authored-by: anreywmh<18845895998@163.com> # message auto-generated for no-merge-commit merge: !142 merge w_dev_default_anti into master 【msmodelslim】【feature】支持默认结构的离群值抑制 Created-by: anreywmh Commit-by: anreywmh Merged-by: ascend-robot Description: 【msmodelslim】【feature】支持默认结构的离群值抑制 See merge request: Ascend/msmodelslim!142 | 6 个月前 | |
[doc]资料整改 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !252 merge doc into master [doc]资料整改 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 感谢您贡献的Pull Request！ 在提交之前，请务必阅读 [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md)。 Thanks for sending a pull request! BEFORE SUBMITTING, PLEASE READ [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md). ## PR描述 (What this PR does / why we need it?) - 请明确说明您提交PR的变更内容。本部分旨在概述所做的变更，以及此PR是如何解决该问题的。请尽可能地提供有助于评审人员更高效、更快速完成检视审查的实用说明。 - 请说明为何需要这些更改，例如具体的使用场景或bug描述。 - 关联issue号（如果有）。 - Please clarify what changes you are proposing. The purpose of this section is to outline the changes and how this PR fixes the issue. If possible, please consider writing useful notes for better and faster reviews in your PR. - Please clarify why the changes are needed. For instance, the use case and bug description. - Related issue number (if any) ## 面向用户的变更 (Does this PR introduce _any_ user-facing change)? - 请注意，这里指的是**任何**面向用户的变更，包括但不限于API、用户界面或其他使用方式上的变更。 - Note that it means *any* user-facing change including all aspects such as API, interface or other behavior changes. ## 功能验证 (How was this patch tested?) 请确认CI已通过增量及存量的单元测试用例。 如果本次测试方式与常规单元测试不同，请详细说明您的测试步骤(最好提供完整的可复现的操作路径及关键截图)，以便Committer能够快速复现验证，也便于后续的维护。 如果未添加测试，请说明未添加的原因，以及为何难添加测试。 - [_] 功能自验 - [_] 本地自验截图(涉及个人标识符等敏感信息请注意脱敏) - [_] 新增/变更内容是否已新增/适配UT测试用例看护 CI passed with new added/existing test. If it was tested in a way different from regular unit tests, please clarify how you tested step by step, ideally copy and paste-able, so that other reviewers can test and check, and descendants can verify in the future. If tests were not added, please describe why they were not added and/or why it was difficult to add. - [_] Self-verification of the feature. - [_] Screenshot of local self-verification (please anonymize any sensitive information such as personal identifiers) - [_] Have new or modified unit test (UT) cases been added or adapted to cover the newly added or changed content? See merge request: Ascend/msmodelslim!252 | 5 个月前 | |
Glm-4.6V模型W8A8量化适配【part1】增加Glm-4.6V模型适配器与推荐实践 Co-authored-by: xiaoheng181<eudemoniaxh@163.com> # message auto-generated for no-merge-commit merge: !209 merge master_glm46v_code into master Glm-4.6V模型W8A8量化适配【part1】增加Glm-4.6V模型适配器与推荐实践 Created-by: xiaoheng181 Commit-by: xiaoheng181 Merged-by: ascend-robot Description: 增加Glm-4.6V模型适配器与推荐实践 config/config.ini lab_practice/glm4_6v/glm4_6v_w8a8.yaml msmodelslim/model/glm4_6v/\_\_init\_\_.py msmodelslim/model/glm4_6v/model_adapter.py msmodelslim/model/glm4_6v/moe_utils.py See merge request: Ascend/msmodelslim!209 | 5 个月前 | |
compile Co-authored-by: yanhe13<yanhe13@huawei.com> # message auto-generated for no-merge-commit merge: !137 merge develop into master 【feature】添加V1框架glm-4 moe模型适配器&添加glm-4.7 v1框架量化配置 Created-by: y30044005 Commit-by: yanhe13 Merged-by: ascend-robot Description: ## 变更概述 主要添加了对 GLM-4.7 MOE 模型的完整支持，包括模型适配器实现、配置文件更新和测试用例添加。**照搬qwen3 moe 的模型配置实现**，因为对应魔塔社区的已有精度打标量化方案就是基于qwen3 moe搞的，理论上模型适配是相同的 ## 详细变更内容 ### 1. 配置文件更新 - **文件**： config/config.ini - **变更**：在配置文件中添加了 GLM4 MOE 模型类型的支持 ### 2. 模型适配器实现 - **文件**：msmodelslim/model/glm4_moe/model_adapter.py - **变更**：实现了 GLM4MoeModelAdapter 类，继承自 TransformersModel 并实现了多个必要接口： - ModelSlimPipelineInterfaceV1：服务于量化调度 - ModelInfoInterface：提供模型信息 - IterSmoothInterface：支持迭代平滑量化 - FlexSmoothQuantInterface：支持灵活平滑量化 - QuaRotInterface：支持 QuaRot 量化方法 - **特点**：参考了 Qwen3 MOE 的实现方式，适配 GLM-4.7 MOE 模型的结构特点 ### 3. 模块初始化文件 - **文件**：msmodelslim/model/glm4_moe/__init__.py - **变更**：添加了模块初始化文件，使 glm4_moe 成为一个完整的 Python 包 ### 4. 测试用例添加 - **文件**：test/cases/model/glm4_moe/test_model_adapter_glm4_moe.py - **变更**：添加了完整的测试用例，包括： - 测试 get_model_type 方法 - 测试 get_model_pedigree 方法 - 测试 handle_dataset 方法 - 测试 init_model 方法 - 测试 enable_kv_cache 方法 - 测试 get_adapter_config_for_subgraph 方法 - 测试 glm4_moe_get_ln_fuse_map 函数 - 测试 glm4_moe_get_rotate_map 函数 ### 5. 配置示例添加 - **文件**：lab_practice/glm4_moe/glm4_7_moe-w8a8-v1.yaml - **变更**：添加了 GLM-4.7 MOE 模型的 W8A8 量化配置示例 ### 6.文档添加 -**新增文件**： example\GLM4-MOE\README.md - **修改文件** docs\zh\model_support\foundation_model_support_matrix.md ## 技术实现要点 1. **模型适配**：基于 GLM-4.7 MOE 模型的结构特点，实现了与 Qwen3 MOE 类似的模型适配器 2. **量化支持**：完整支持迭代平滑量化、灵活平滑量化和 QuaRot 量化方法 3. **子图配置**：实现了 Norm-Linear 融合和 OV 融合的映射配置 4. **测试覆盖**：添加了全面的单元测试，确保模型适配器的功能正确性 ## 影响范围 - **新增功能**：添加了 GLM-4.7 MOE 模型的支持 - **兼容性**：与现有代码完全兼容，无破坏性变更 - **依赖关系**：无新增依赖，使用现有库和框架 ## 测试情况 - 所有新增测试用例均已通过  - 模型适配器功能完整，可正常处理 GLM-4.7 MOE 模型 - 精度测试结果说明损失正常： aime2025  gpqa  livecodebench  ## 其他说明 - 参考了 ModelScope 上 GLM-4.7 W8A8 量化方法的实现 - 模型适配器的实现与 Qwen3 MOE 保持一致，确保了代码的一致性和可维护性 - 文档后续PR补充 See merge request: Ascend/msmodelslim!137 | 6 个月前 | |
| 5 个月前 | ||
[doc]资料整改 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !252 merge doc into master [doc]资料整改 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 感谢您贡献的Pull Request！ 在提交之前，请务必阅读 [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md)。 Thanks for sending a pull request! BEFORE SUBMITTING, PLEASE READ [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md). ## PR描述 (What this PR does / why we need it?) - 请明确说明您提交PR的变更内容。本部分旨在概述所做的变更，以及此PR是如何解决该问题的。请尽可能地提供有助于评审人员更高效、更快速完成检视审查的实用说明。 - 请说明为何需要这些更改，例如具体的使用场景或bug描述。 - 关联issue号（如果有）。 - Please clarify what changes you are proposing. The purpose of this section is to outline the changes and how this PR fixes the issue. If possible, please consider writing useful notes for better and faster reviews in your PR. - Please clarify why the changes are needed. For instance, the use case and bug description. - Related issue number (if any) ## 面向用户的变更 (Does this PR introduce _any_ user-facing change)? - 请注意，这里指的是**任何**面向用户的变更，包括但不限于API、用户界面或其他使用方式上的变更。 - Note that it means *any* user-facing change including all aspects such as API, interface or other behavior changes. ## 功能验证 (How was this patch tested?) 请确认CI已通过增量及存量的单元测试用例。 如果本次测试方式与常规单元测试不同，请详细说明您的测试步骤(最好提供完整的可复现的操作路径及关键截图)，以便Committer能够快速复现验证，也便于后续的维护。 如果未添加测试，请说明未添加的原因，以及为何难添加测试。 - [_] 功能自验 - [_] 本地自验截图(涉及个人标识符等敏感信息请注意脱敏) - [_] 新增/变更内容是否已新增/适配UT测试用例看护 CI passed with new added/existing test. If it was tested in a way different from regular unit tests, please clarify how you tested step by step, ideally copy and paste-able, so that other reviewers can test and check, and descendants can verify in the future. If tests were not added, please describe why they were not added and/or why it was difficult to add. - [_] Self-verification of the feature. - [_] Screenshot of local self-verification (please anonymize any sensitive information such as personal identifiers) - [_] Have new or modified unit test (UT) cases been added or adapted to cover the newly added or changed content? See merge request: Ascend/msmodelslim!252 | 5 个月前 | |
【msmodelslim】代码回合 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !26 merge code into master 【msmodelslim】代码回合 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 【msmodelslim】代码回合 See merge request: Ascend/msmodelslim!26 | 8 个月前 | |
【msmodelslim】代码回合 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !26 merge code into master 【msmodelslim】代码回合 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 【msmodelslim】代码回合 See merge request: Ascend/msmodelslim!26 | 8 个月前 | |
【msmodelslim】代码回合 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !26 merge code into master 【msmodelslim】代码回合 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 【msmodelslim】代码回合 See merge request: Ascend/msmodelslim!26 | 8 个月前 | |
【msmodelslim】cleancode Co-authored-by: caishengcheng<caishengcheng@huawei.com> | 8 个月前 | |
Qwen2.5 Omni模型W8A8量化适配【part5】更新config.ini和lab_practice，增加legacy datasetloader单元测试 Co-authored-by: xiaoheng181<eudemoniaxh@163.com> # message auto-generated for no-merge-commit merge: !140 merge qwen2_5_omni_pr5 into master Qwen2.5 Omni模型W8A8量化适配【part5】更新config.ini和lab_practice，增加legacy datasetloader单元测试 Created-by: xiaoheng181 Commit-by: xiaoheng181 Merged-by: ascend-robot Description: 更新config.ini和lab_practice，增加legacy datasetloader单元测试 config/config.ini lab_practice/qwen2_5_omni_thinker/qwen2_5_omni_thinker_w8a8.yaml test/cases/infra/test_legacy_directory_dataset_loader.py See merge request: Ascend/msmodelslim!140 | 6 个月前 | |
【feature】qwen2.5-vl适配离群值抑制&UT Co-authored-by: wenba0<3054239545@qq.com> # message auto-generated for no-merge-commit merge: !96 merge qwen25vl_smooth into master 【feature】qwen2.5-vl适配离群值抑制&UT Created-by: wenba0 Commit-by: wenba0 Merged-by: ascend-robot Description: ### 1 修改内容 1. 注册qwen2.5-VL-32B-Instruct，并增加对应的yaml文件 2. qwen2.5-VL 模型适配器增加离群值抑制接口（flex smooth \ iter smooth \ quarot） 3. qwen2.5-VL 模型适配器增加UT ### 2 验证结果 #### 2.1 32B精度验证 浮点 、 量化  #### 2.2 离群值抑制 离群值抑制配置：quarot+itersmooth / quarot+flex smooth 正常执行  量化权重单条case推理结果正常  **注意：itersmooth离群值抑制中加了ov子图推理结果异常，由于ov子图离群值抑制代码实现有bug，不会处理bias且qwen2.5-vl场景下shape存在问题，已跟[anreywmh](https://gitcode.com/anreywmh)确认 提issue跟踪 https://gitcode.com/Ascend/msmodelslim/issues/31** #### 2.3 UT  See merge request: Ascend/msmodelslim!96 | 6 个月前 | |
【feature】add qwen3-32b w4a4 config and dataset Co-authored-by: xyxin_006<xyxin_hit@163.com> # message auto-generated for no-merge-commit merge: !233 merge w4a4_config_dataset into master 【feature】add qwen3-32b w4a4 config and dataset Created-by: xyxin_006 Commit-by: xyxin_006 Merged-by: ascend-robot Description: 1、补充Qwen3-32B w4a4量化配置以及校准数据集 2、同步修改LAOS量化方案文档 3、增加quant_type支持w4a4格式，文档中增加Qwen3-32B-w4a4拉起量化指令 See merge request: Ascend/msmodelslim!233 | 5 个月前 | |
qwen3.5 391b支持w4a8 Co-authored-by: libarry<870390541@qq.com> # message auto-generated for no-merge-commit merge: !240 merge qwen3.5_w4a8 into master 【model】qwen3.5 391b支持w4a8 Created-by: libarry Commit-by: libarry Merged-by: ascend-robot Description: qwen3.5 391b support w4a8 See merge request: Ascend/msmodelslim!240 | 5 个月前 | |
补充Qwen3-30B 一键量化配置 Co-authored-by: keith_wa<keith_wwa@163.com> # message auto-generated for no-merge-commit merge: !261 merge add_v0_cmd_qwen3_30B into master 补充Qwen3-30B 一键量化配置 Created-by: keith_wa Commit-by: keith_wa Merged-by: ascend-robot Description: 感谢您贡献的Pull Request！ 在提交之前，请务必阅读 [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md)。 Thanks for sending a pull request! BEFORE SUBMITTING, PLEASE READ [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md). ## PR描述 (What this PR does / why we need it?) - 请明确说明您提交PR的变更内容。本部分旨在概述所做的变更，以及此PR是如何解决该问题的。请尽可能地提供有助于评审人员更高效、更快速完成检视审查的实用说明。 补充Qwen3-30B 一键量化配置 - 请说明为何需要这些更改，例如具体的使用场景或bug描述。 由于V0量化已不再演进，新增模型均需支持一键量化。 - 关联issue号（如果有）。 - Please clarify what changes you are proposing. The purpose of this section is to outline the changes and how this PR fixes the issue. If possible, please consider writing useful notes for better and faster reviews in your PR. - Please clarify why the changes are needed. For instance, the use case and bug description. - Related issue number (if any) ## 面向用户的变更 (Does this PR introduce _any_ user-facing change)? - 请注意，这里指的是**任何**面向用户的变更，包括但不限于API、用户界面或其他使用方式上的变更。 - Note that it means *any* user-facing change including all aspects such as API, interface or other behavior changes. ## 功能验证 (How was this patch tested?) 请确认CI已通过增量及存量的单元测试用例。 如果本次测试方式与常规单元测试不同，请详细说明您的测试步骤(最好提供完整的可复现的操作路径及关键截图)，以便Committer能够快速复现验证，也便于后续的维护。 如果未添加测试，请说明未添加的原因，以及为何难添加测试。 - [_] 功能自验 - [_] 本地自验截图(涉及个人标识符等敏感信息请注意脱敏) - [_] 新增/变更内容是否已新增/适配UT测试用例看护 执行命令 msmodelslim quant --model_path {} --save_path {} --model_type Qwen3-30B --quant_type w8a8 --trust_remote_code True 生成如下权重：  使用mstool 工具验证两份权重差异：  CI passed with new added/existing test. If it was tested in a way different from regular unit tests, please clarify how you tested step by step, ideally copy and paste-able, so that other reviewers can test and check, and descendants can verify in the future. If tests were not added, please describe why they were not added and/or why it was difficult to add. - [_] Self-verification of the feature. - [_] Screenshot of local self-verification (please anonymize any sensitive information such as personal identifiers) - [_] Have new or modified unit test (UT) cases been added or adapted to cover the newly added or changed content? See merge request: Ascend/msmodelslim!261 | 5 个月前 | |
【msmodelslim】修改qwen3-next的yaml Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !36 merge qwen3-next into master 【msmodelslim】修改qwen3-next的yaml Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 【msmodelslim】修改qwen3-next的yaml See merge request: Ascend/msmodelslim!36 | 7 个月前 | |
【msmodelslim】【feature】msModelSlim 支持 Qwen3-Omni-30B-A3B-Thinking、Qwen3-Omni-30B-A3B-Instruct W8A8量化 Co-authored-by: anreywmh<18845895998@163.com> # message auto-generated for no-merge-commit merge: !147 merge w_qwen3_omni_moe into master 【msmodelslim】【feature】msModelSlim 支持 Qwen3-Omni-30B-A3B-Thinking、Qwen3-Omni-30B-A3B-Instruct W8A8量化 Created-by: anreywmh Commit-by: anreywmh Merged-by: ascend-robot Description: 【msmodelslim】【feature】msModelSlim 支持 Qwen3-Omni-30B-A3B-Thinking、Qwen3-Omni-30B-A3B-Instruct W8A8量化 See merge request: Ascend/msmodelslim!147 | 6 个月前 | |
【msmodelslim】【feature】Qwen3-VL-4B-Instruct 适配 W8A8 量化与 tie_word_embeddings 支持 Co-authored-by: ZhangGaoHua<zhanggaohua@huawei.com> # message auto-generated for no-merge-commit merge: !91 merge qwen3_vl_4b into master 【msmodelslim】【feature】Qwen3-VL-4B-Instruct 适配 W8A8 量化与 tie_word_embeddings 支持 Created-by: ZhangGaoHua Commit-by: ZhangGaoHua Merged-by: ascend-robot Description: # Qwen3-VL-4B 量化 PR ## 背景与目标 - 支持 Qwen3-VL-4B-Instruct 的 W8A8 量化与导出。 - Qwen3-VL-4B 使用 tie_word_embeddings=True，lm_head 与 embed_tokens 共享权重。需在加载、QuaRot 与保存全链路正确处理共享权重，保证量化与导出结果正确、可复现。 - 同时完善 deq_scale 的 int64 存储与后处理、文档 ## 修改概览 - **配置与依赖**：在 config/config.ini 中为 qwen3_vl 增加型号配置及 qwen3_vl 的 transformers 依赖（>=4.51.0）。 - **Qwen3-VL-4B 适配**：在 Qwen3VLModelAdapter 中使用 load_state_dict(..., strict=False) 加载权重，对 missing keys 打 warning；从 config/text_config 读取 tie_word_embeddings，若为 True 则调用 model.tie_weights() 并打 info 日志。在 QuaRot 映射 _qwen3_vl_get_rotate_map 中，当 tie 为 True 时不对 lm_head 做 right_rot，避免与已在 pre_run 中旋转的 embed_tokens 重复。 - **保存与 tie**：AscendV1 保存时，在 BufferedSafetensorsWriter 中对共享同一 storage 的 key 通过 _dedupe_shared_storage 去重，优先保留 embed_tokens，其余（如 lm_head.weight）以 clone 写入；共享 storage 时打 warning 。 - **deq_scale int64**：新增 msmodelslim/core/quant_service/modelslim_v1/save/utils/deqscale.py（deqscale2int64）；AscendV1 根据 adapter 的全局模型 dtype 为 bf16 时将 deq_scale 写成 int64（见下「显式接口」）。新增独立 example example/deqscale2int64.py 用于已有 checkpoint 的 deq_scale 转 int64 后处理。新增 lab_practice/qwen3_vl/qwen3_vl_4b_w8a8.yaml。 - **显式接口 AscendV1GlobalModelDtypeInterface**：在 msmodelslim/core/quant_service/modelslim_v1/save/interface.py 中新增独立接口类 AscendV1GlobalModelDtypeInterface（抽象方法 get_global_model_torch_dtype() -> torch.dtype），与 AscendV1SaveInterface 并列。由 TransformersModel 与 VLMBaseModelAdapter 实现该接口（实现委托给现有 get_global_torch_dtype()）；在 model/interface_hub.py 中导出便于 model 层引用。AscendV1 通过 isinstance(adapter, AscendV1GlobalModelDtypeInterface) 与 adapter.get_global_model_torch_dtype() 判断是否为 bf16 以决定 deq_scale 写 int64（_global_torch_dtype_is_bf16），未实现接口的 adapter 走从 config 读取 torch_dtype 的回退逻辑。 - **文档**：更新 docs/zh/dir_structure.md、docs/zh/foundation_model_support_matrix.md；example/multimodal_vlm/Qwen3-VL/README.md 增加 Qwen3-VL 量化方法与 Qwen3-VL-4B-Instruct W8A8 说明。 - **清理**：删除 example/deq_scale_cast.py（由 deqscale2int64 等替代）。 ## 涉及文件 - config/config.ini - lab_practice/qwen3_vl/qwen3_vl_4b_w8a8.yaml - msmodelslim/model/qwen3_vl/model_adapter.py - msmodelslim/model/common/transformers.py - msmodelslim/model/common/vlm_base.py - msmodelslim/model/interface_hub.py - msmodelslim/core/quant_service/modelslim_v1/save/interface.py - msmodelslim/core/quant_service/modelslim_v1/save/ascendv1.py - msmodelslim/core/quant_service/modelslim_v1/save/utils/safetensors.py - msmodelslim/core/quant_service/modelslim_v1/save/utils/deqscale.py - msmodelslim/core/quant_service/modelslim_v1/save/utils/__init__.py - example/deqscale2int64.py - example/README.md - docs/zh/dir_structure.md - docs/zh/foundation_model_support_matrix.md - example/multimodal_vlm/Qwen3-VL/README.md - 删除：example/deq_scale_cast.py See merge request: Ascend/msmodelslim!91 | 6 个月前 | |
【msmodelslim】cleancode Co-authored-by: caishengcheng<caishengcheng@huawei.com> | 8 个月前 | |
[doc]资料整改 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !252 merge doc into master [doc]资料整改 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 感谢您贡献的Pull Request！ 在提交之前，请务必阅读 [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md)。 Thanks for sending a pull request! BEFORE SUBMITTING, PLEASE READ [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md). ## PR描述 (What this PR does / why we need it?) - 请明确说明您提交PR的变更内容。本部分旨在概述所做的变更，以及此PR是如何解决该问题的。请尽可能地提供有助于评审人员更高效、更快速完成检视审查的实用说明。 - 请说明为何需要这些更改，例如具体的使用场景或bug描述。 - 关联issue号（如果有）。 - Please clarify what changes you are proposing. The purpose of this section is to outline the changes and how this PR fixes the issue. If possible, please consider writing useful notes for better and faster reviews in your PR. - Please clarify why the changes are needed. For instance, the use case and bug description. - Related issue number (if any) ## 面向用户的变更 (Does this PR introduce _any_ user-facing change)? - 请注意，这里指的是**任何**面向用户的变更，包括但不限于API、用户界面或其他使用方式上的变更。 - Note that it means *any* user-facing change including all aspects such as API, interface or other behavior changes. ## 功能验证 (How was this patch tested?) 请确认CI已通过增量及存量的单元测试用例。 如果本次测试方式与常规单元测试不同，请详细说明您的测试步骤(最好提供完整的可复现的操作路径及关键截图)，以便Committer能够快速复现验证，也便于后续的维护。 如果未添加测试，请说明未添加的原因，以及为何难添加测试。 - [_] 功能自验 - [_] 本地自验截图(涉及个人标识符等敏感信息请注意脱敏) - [_] 新增/变更内容是否已新增/适配UT测试用例看护 CI passed with new added/existing test. If it was tested in a way different from regular unit tests, please clarify how you tested step by step, ideally copy and paste-able, so that other reviewers can test and check, and descendants can verify in the future. If tests were not added, please describe why they were not added and/or why it was difficult to add. - [_] Self-verification of the feature. - [_] Screenshot of local self-verification (please anonymize any sensitive information such as personal identifiers) - [_] Have new or modified unit test (UT) cases been added or adapted to cover the newly added or changed content? See merge request: Ascend/msmodelslim!252 | 5 个月前 | |
qwq32B w8a8 量化 Co-authored-by: ylzzz<yelinzhong@huawei.com> # message auto-generated for no-merge-commit merge: !262 merge ylzzz_qwq32b into master qwq32B w8a8 量化 Created-by: ylzzz Commit-by: ylzzz Merged-by: ascend-robot Description:   See merge request: Ascend/msmodelslim!262 | 5 个月前 | |
【msmodelslim】cleancode Co-authored-by: caishengcheng<caishengcheng@huawei.com> | 8 个月前 | |
[doc]资料整改 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !252 merge doc into master [doc]资料整改 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 感谢您贡献的Pull Request！ 在提交之前，请务必阅读 [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md)。 Thanks for sending a pull request! BEFORE SUBMITTING, PLEASE READ [CONTRIBUTING.md](https://gitcode.com/Ascend/msmodelslim/blob/master/CONTRIBUTING.md). ## PR描述 (What this PR does / why we need it?) - 请明确说明您提交PR的变更内容。本部分旨在概述所做的变更，以及此PR是如何解决该问题的。请尽可能地提供有助于评审人员更高效、更快速完成检视审查的实用说明。 - 请说明为何需要这些更改，例如具体的使用场景或bug描述。 - 关联issue号（如果有）。 - Please clarify what changes you are proposing. The purpose of this section is to outline the changes and how this PR fixes the issue. If possible, please consider writing useful notes for better and faster reviews in your PR. - Please clarify why the changes are needed. For instance, the use case and bug description. - Related issue number (if any) ## 面向用户的变更 (Does this PR introduce _any_ user-facing change)? - 请注意，这里指的是**任何**面向用户的变更，包括但不限于API、用户界面或其他使用方式上的变更。 - Note that it means *any* user-facing change including all aspects such as API, interface or other behavior changes. ## 功能验证 (How was this patch tested?) 请确认CI已通过增量及存量的单元测试用例。 如果本次测试方式与常规单元测试不同，请详细说明您的测试步骤(最好提供完整的可复现的操作路径及关键截图)，以便Committer能够快速复现验证，也便于后续的维护。 如果未添加测试，请说明未添加的原因，以及为何难添加测试。 - [_] 功能自验 - [_] 本地自验截图(涉及个人标识符等敏感信息请注意脱敏) - [_] 新增/变更内容是否已新增/适配UT测试用例看护 CI passed with new added/existing test. If it was tested in a way different from regular unit tests, please clarify how you tested step by step, ideally copy and paste-able, so that other reviewers can test and check, and descendants can verify in the future. If tests were not added, please describe why they were not added and/or why it was difficult to add. - [_] Self-verification of the feature. - [_] Screenshot of local self-verification (please anonymize any sensitive information such as personal identifiers) - [_] Have new or modified unit test (UT) cases been added or adapted to cover the newly added or changed content? See merge request: Ascend/msmodelslim!252 | 5 个月前 | |
【msmodelslim】刷新文件头部声明和版权 Co-authored-by: caishengcheng<caishengcheng@huawei.com> # message auto-generated for no-merge-commit merge: !28 merge license into master 【msmodelslim】刷新文件头部声明和版权 Created-by: caishengcheng Commit-by: caishengcheng Merged-by: ascend-robot Description: 【msmodelslim】刷新文件头部声明和版权 See merge request: Ascend/msmodelslim!28 | 7 个月前 |
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