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a2c9dae..63b9039 100644 --- a/nlp/README.md +++ b/nlp/README.md @@ -4,13 +4,13 @@ This directory contains ready-to-use Natural Language Processing application not ## Application List -| No. | Model | Description | -| :-- | :---- | :------------------------------ | -| 1 | / | This section is empty for now — feel free to contribute your first application! | +| No. | Model | Description | +| :--- | :----------------------------------------------------------- | :----------------------------------------------------------- | +| 1 | [bert](./text_classification/train_bert_classification.ipynb) | bert training and inference application based on MindSpore NLP. | ## Contributing New NLP Applications -To contribute a new NLP application: +To contribute a new diffusion application: 1. Place your notebook in the corresponding model directory. 2. If the model does not yet have its own directory, create a new one following the existing structure. From 316bed1b953f39bdb6585faccba0c557de9cdb61 Mon Sep 17 00:00:00 2001 From: Trlian <834099438@qq.com> Date: Tue, 17 Mar 2026 14:53:16 +0800 Subject: [PATCH 3/9] Update: README.md --- nlp/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nlp/README.md b/nlp/README.md index a2c9dae..1a33db7 100644 --- a/nlp/README.md +++ b/nlp/README.md @@ -6,7 +6,7 @@ This directory contains ready-to-use Natural Language Processing application not | No. | Model | Description | | :-- | :---- | :------------------------------ | -| 1 | / | This section is empty for now — feel free to contribute your first application! | +| 1 | [bert](./text_classification/train_bert_classification.ipynb) | bert training and inference application based on MindSpore NLP. | ## Contributing New NLP Applications From 6c5a2868b34927966e1a78716c8f931c63cbfc41 Mon Sep 17 00:00:00 2001 From: Trlian <834099438@qq.com> Date: Tue, 17 Mar 2026 15:06:37 +0800 Subject: [PATCH 4/9] Fix: mode image --- nlp/text_classification/train_bert_classification.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nlp/text_classification/train_bert_classification.ipynb b/nlp/text_classification/train_bert_classification.ipynb index 83860dc..ed957a4 100644 --- a/nlp/text_classification/train_bert_classification.ipynb +++ b/nlp/text_classification/train_bert_classification.ipynb @@ -22,7 +22,7 @@ "\n", "BERT 的核心架构基于 Transformer 的 **Encoder (编码器)** 部分。与传统的单向语言模型(如 GPT 从左到右)或浅层双向模型(如 Bi-LSTM)不同,BERT 利用 **Masked Language Model (MLM)** 预训练目标,使其能够真正地同时从上下文两个方向学习深层的语义表示。\n", "\n", - "![bert模型结构](images\\bert.png)\n", + "![bert模型结构](./images/bert.png)\n", "\n", "### (2) 核心特性\n", "- **双向性 (Bidirectionality)**: BERT 在处理每个词时,都能同时看到它之前和之后的词,从而更准确地理解语境(Context)。\n", From 960abc9e1bc2bc2a80f4146d53c1425058726b61 Mon Sep 17 00:00:00 2001 From: Trlian <834099438@qq.com> Date: Tue, 17 Mar 2026 21:32:35 +0800 Subject: [PATCH 5/9] Optimize: folder name --- nlp/{text_classification => bert}/images/bert.png | Bin .../train_bert_classification.ipynb | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename nlp/{text_classification => bert}/images/bert.png (100%) rename nlp/{text_classification => bert}/train_bert_classification.ipynb (100%) diff --git a/nlp/text_classification/images/bert.png b/nlp/bert/images/bert.png similarity index 100% rename from nlp/text_classification/images/bert.png rename to nlp/bert/images/bert.png diff --git a/nlp/text_classification/train_bert_classification.ipynb b/nlp/bert/train_bert_classification.ipynb similarity index 100% rename from nlp/text_classification/train_bert_classification.ipynb rename to nlp/bert/train_bert_classification.ipynb From 01dc586454b7d442ef10e6582d23f1ad34a6b8a3 Mon Sep 17 00:00:00 2001 From: Trlian <834099438@qq.com> Date: Tue, 17 Mar 2026 22:07:42 +0800 Subject: [PATCH 6/9] Fix: Link --- nlp/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nlp/README.md b/nlp/README.md index 1d2acd4..0cf279a 100644 --- a/nlp/README.md +++ b/nlp/README.md @@ -6,7 +6,7 @@ | No. | Model | Description | | :--- | :---- | :----------------------------------------------------------- | - | 1 | [bert](./text_classification/train_bert_classification.ipynb) | bert training and inference application based on MindSpore NLP. | + | 1 | [bert](./bert/train_bert_classification.ipynb) | bert training and inference application based on MindSpore NLP. | ## Contributing New NLP Applications From 3d4ff75ed062e3134e70091f17f688583c9c349b Mon Sep 17 00:00:00 2001 From: Trlian <834099438@qq.com> Date: Wed, 18 Mar 2026 14:58:48 +0800 Subject: [PATCH 7/9] Modify: README.md --- nlp/README.md | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/nlp/README.md b/nlp/README.md index 0cf279a..f2995a0 100644 --- a/nlp/README.md +++ b/nlp/README.md @@ -1,18 +1,18 @@ -1. # Natural Language Processing Applications +# Natural Language Processing Applications - This directory contains ready-to-use Natural Language Processing application notebooks built with MindSpore. Each notebook demonstrates a complete or partial workflow—training, finetuning, or inference—along with a brief introduction to the model used. +This directory contains ready-to-use Natural Language Processing application notebooks built with MindSpore. Each notebook demonstrates a complete or partial workflow—training, finetuning, or inference—along with a brief introduction to the model used. - ## Application List +## Application List - | No. | Model | Description | - | :--- | :---- | :----------------------------------------------------------- | - | 1 | [bert](./bert/train_bert_classification.ipynb) | bert training and inference application based on MindSpore NLP. | +| No. | Model | Description | +| :--- | :---- | :----------------------------------------------------------- | +| 1 | [bert](./bert/train_bert_classification.ipynb) | bert training and inference application based on MindSpore NLP. | - ## Contributing New NLP Applications +## Contributing New NLP Applications - To contribute a new NLP application: +To contribute a new NLP application: - 1. Place your notebook in the corresponding model directory. - 2. If the model does not yet have its own directory, create a new one following the existing structure. - 3. Follow the notebook writing and naming standards in the [Contributing Guidelines](https://github.com/mindspore-courses/applications/wiki/Contributing-Guidelines). - 4. Update the application list in the README if required. +1. Place your notebook in the corresponding model directory. +2. If the model does not yet have its own directory, create a new one following the existing structure. +3. Follow the notebook writing and naming standards in the [Contributing Guidelines](https://github.com/mindspore-courses/applications/wiki/Contributing-Guidelines). +4. Update the application list in the README if required. From bc50999e86c237fe55e693cf6aa1135dbe4251ef Mon Sep 17 00:00:00 2001 From: Trlian <834099438@qq.com> Date: Wed, 18 Mar 2026 15:07:25 +0800 Subject: [PATCH 8/9] Modify: README.md --- nlp/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/nlp/README.md b/nlp/README.md index f2995a0..178b76e 100644 --- a/nlp/README.md +++ b/nlp/README.md @@ -4,8 +4,8 @@ This directory contains ready-to-use Natural Language Processing application not ## Application List -| No. | Model | Description | -| :--- | :---- | :----------------------------------------------------------- | +| No. | Model | Description | +| :-- | :---- | :------------------------------ | | 1 | [bert](./bert/train_bert_classification.ipynb) | bert training and inference application based on MindSpore NLP. | ## Contributing New NLP Applications From be9d755d795cbf91388fb8b7f7fe53ab464e1308 Mon Sep 17 00:00:00 2001 From: Trlian <834099438@qq.com> Date: Thu, 26 Mar 2026 16:05:07 +0800 Subject: [PATCH 9/9] Modified: delete pynative_mode setting --- nlp/bert/train_bert_classification.ipynb | 4 ---- 1 file changed, 4 deletions(-) diff --git a/nlp/bert/train_bert_classification.ipynb b/nlp/bert/train_bert_classification.ipynb index ed957a4..0d2dee9 100644 --- a/nlp/bert/train_bert_classification.ipynb +++ b/nlp/bert/train_bert_classification.ipynb @@ -86,10 +86,6 @@ "import warnings\n", "import numpy as np\n", "import mindspore\n", - "from mindspore import context\n", - "\n", - "# 设置运行模式为 PYNATIVE_MODE (推荐)\n", - "context.set_context(mode=context.PYNATIVE_MODE, device_target=\"Ascend\")\n", "\n", "# 屏蔽底层繁杂日志\n", "os.environ['GLOG_v'] = '3'\n",