From 4af5f2de6f213e180139ba7927305aae173a3b50 Mon Sep 17 00:00:00 2001 From: zxq <342239412@qq.com> Date: Thu, 9 Jan 2025 11:44:34 +0800 Subject: [PATCH] =?UTF-8?q?=E3=80=90master=E3=80=91=E3=80=90docs=E3=80=91M?= =?UTF-8?q?indSpore=E5=AE=98=E7=BD=91=E6=96=87=E6=A1=A3=E8=A1=A5=E5=85=85?= =?UTF-8?q?=E7=94=A8=E6=88=B7=E4=BD=BF=E7=94=A8=E6=B5=81=E7=A8=8B=E5=9B=BE?= =?UTF-8?q?=E5=8F=8A=E7=9B=B8=E5=85=B3=E6=93=8D=E4=BD=9C=E6=8C=87=E5=BC=95?= =?UTF-8?q?=E8=AF=B4=E6=98=8E?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/mindformers/docs/source_en/index.rst | 6 ++++++ .../docs/source_en/quick_start/install.md | 4 +++- .../source_en/quick_start/source_code_start.md | 4 +++- .../docs/source_en/usage/inference.md | 2 ++ .../usage/parameter_efficient_fine_tune.md | 2 ++ .../docs/source_en/usage/pre_training.md | 2 ++ .../docs/source_en/usage/sft_tuning.md | 8 ++++++-- docs/mindformers/docs/source_zh_cn/index.rst | 6 ++++++ .../docs/source_zh_cn/quick_start/install.md | 4 +++- .../quick_start/source_code_start.md | 2 ++ .../usage/image/mindformers_operation.png | Bin 0 -> 111594 bytes .../docs/source_zh_cn/usage/inference.md | 2 ++ .../usage/parameter_efficient_fine_tune.md | 2 ++ .../docs/source_zh_cn/usage/pre_training.md | 4 +++- .../docs/source_zh_cn/usage/sft_tuning.md | 7 +++++-- 15 files changed, 47 insertions(+), 8 deletions(-) create mode 100644 docs/mindformers/docs/source_zh_cn/usage/image/mindformers_operation.png diff --git a/docs/mindformers/docs/source_en/index.rst b/docs/mindformers/docs/source_en/index.rst index c5c4c18000..9b65b16b05 100644 --- a/docs/mindformers/docs/source_en/index.rst +++ b/docs/mindformers/docs/source_en/index.rst @@ -3,6 +3,12 @@ MindSpore Transformers Documentation The goal of MindSpore Transformers (also known as MindFormers) suite is to build a full-process development suite for training, fine-tuning, evaluating, inference, and deploying large models, providing the industry mainstream Transformer class of pre-trained models and SOTA downstream task applications, and covering a rich range of parallel features, with the expectation of helping users to easily realize large model training and innovative research and development. +.. image:: ../source_zh_cn/usage/image/mindformers_operation.png + :alt: user operation flow diagram + :align: center + :width: 200px + :height: 400px + Users can refer to `Overall Architecture `_ and `Model Library `_ to get an initial understanding of MindFormers architecture and model support. Refer to the `Installation `_ and `Quick Start `_ to get started with MindFormers. If you have any suggestions for MindFormers, please contact us via `issue `_ and we will handle them promptly. diff --git a/docs/mindformers/docs/source_en/quick_start/install.md b/docs/mindformers/docs/source_en/quick_start/install.md index 83cfc52f8c..7fefebc3d7 100644 --- a/docs/mindformers/docs/source_en/quick_start/install.md +++ b/docs/mindformers/docs/source_en/quick_start/install.md @@ -50,4 +50,6 @@ A similar result as below proves that the installation was successful: ```text - INFO - All checks passed, used **** seconds, the environment is correctly set up! -``` \ No newline at end of file +``` + +After the installation of MindFormers is completed, you can view the [Quick Start](source_code_start.md) document to try to quickly start a simple task. \ No newline at end of file diff --git a/docs/mindformers/docs/source_en/quick_start/source_code_start.md b/docs/mindformers/docs/source_en/quick_start/source_code_start.md index d7a0929eea..1ed2c425da 100644 --- a/docs/mindformers/docs/source_en/quick_start/source_code_start.md +++ b/docs/mindformers/docs/source_en/quick_start/source_code_start.md @@ -103,4 +103,6 @@ It indicates that the startup fine-tuning was successful. ## Notes -For more details on Llama2, and more startup approaches, please refer specifically to the `Llama2` [README](https://gitee.com/mindspore/mindformers/blob/dev/docs/model_cards/llama2.md#llama-2) documentation for more support. \ No newline at end of file +For more details on Llama2, and more startup approaches, please refer specifically to the `Llama2` [README](https://gitee.com/mindspore/mindformers/blob/dev/docs/model_cards/llama2.md#llama-2) documentation for more support. + +If you have successfully launched the LoRA low parameter fine-tuning task based on the Llama2-7B model, and want to further understand MindFormers, you can refer to the MindFormers tutorial for further learning in combination with your actual situation. \ No newline at end of file diff --git a/docs/mindformers/docs/source_en/usage/inference.md b/docs/mindformers/docs/source_en/usage/inference.md index 052eb71186..166d27804e 100644 --- a/docs/mindformers/docs/source_en/usage/inference.md +++ b/docs/mindformers/docs/source_en/usage/inference.md @@ -176,3 +176,5 @@ The results of running the preceding single-device and multi-device inference co ## More Information For more inference examples of different models, see [the models supported by MindFormers](https://www.mindspore.cn/mindformers/docs/en/dev/start/models.html). + +After completing the reasoning task, you can refer to the [MindIE Service Deployment](mindie_deployment.md) document to deploy the large model in MindForms through MindIE Service. \ No newline at end of file diff --git a/docs/mindformers/docs/source_en/usage/parameter_efficient_fine_tune.md b/docs/mindformers/docs/source_en/usage/parameter_efficient_fine_tune.md index e95a85ea7c..426aff88fb 100644 --- a/docs/mindformers/docs/source_en/usage/parameter_efficient_fine_tune.md +++ b/docs/mindformers/docs/source_en/usage/parameter_efficient_fine_tune.md @@ -96,3 +96,5 @@ bash scripts/msrun_launcher.sh "run_mindformer.py \ --use_parallel True \ --run_mode finetune" 8 ``` + +To evaluate the tuning effect of the model, you can view [evaluation](evaluation.md) document to understand how to evaluate the accuracy of the model to ensure that the performance of the model meets expectations. In addition, if you want to apply the tuned model to the actual scene, [inference](inference.md) document will guide you how to carry out model inference, helping you use the prediction ability of the model to solve specific problems and provide decision support. \ No newline at end of file diff --git a/docs/mindformers/docs/source_en/usage/pre_training.md b/docs/mindformers/docs/source_en/usage/pre_training.md index 84f609a4cf..b847bb1440 100644 --- a/docs/mindformers/docs/source_en/usage/pre_training.md +++ b/docs/mindformers/docs/source_en/usage/pre_training.md @@ -87,3 +87,5 @@ bash scripts/msrun_launcher.sh "run_mindformer.py \ ## More Information For more training examples of different models, see [the models supported by MindFormers](https://www.mindspore.cn/mindformers/docs/en/dev/start/models.html). + +After completing the pretraining, you can view our [SFT tuning](sft_tuning.md) document and [low parameter tuning](parameter_efficient_fine_tune.md) document. These will guide you how to fine tune the pretraining model according to your own data set and task requirements to obtain better performance and better adaptability. \ No newline at end of file diff --git a/docs/mindformers/docs/source_en/usage/sft_tuning.md b/docs/mindformers/docs/source_en/usage/sft_tuning.md index 4b16db7f75..a3e2d24d5f 100644 --- a/docs/mindformers/docs/source_en/usage/sft_tuning.md +++ b/docs/mindformers/docs/source_en/usage/sft_tuning.md @@ -25,9 +25,11 @@ Based on actual operations, SFT may be decomposed into the following steps: For the selected pretrained model, download the pretrained weights from the HuggingFace model library. 3. **Converting model weights:** Convert the downloaded HuggingFace weight based on the required framework, for example, convert it to the CKPT weights supported by the MindSpore framework. -4. **Preparing a dataset:** +4. **Transforming and segmenting model weights:** + Combine the model you want to fine tune to segment the converted weight or enable automatic weight segmentation. Refer to [distributed weight segmentation and consolidation](../function/transform_weight.md) +5. **Preparing a dataset:** Select a dataset for fine-tuning tasks based on the fine-tuning objective. For LLMs, the fine-tuning dataset is data that contains text and labels, for example, the alpaca dataset. When using a dataset, you need to preprocess the corresponding data. For example, when using the MindSpore framework, you need to convert the dataset to the MindRecord format. -5. **Performing a fine-tuning task:** +6. **Performing a fine-tuning task:** Use the dataset of the fine-tuning task to train the pre-trained model and update the model parameters. If all parameters are fine-tuned, all parameters are updated. After the fine-tuning task is complete, a new model can be obtained. ## MindFormers-based Full-Parameter Fine-Tuning Practice @@ -159,3 +161,5 @@ The multi-node multi-device fine-tuning task is similar to the pretrained task. 3. Set `--run_mode finetune` in the startup script. **run_mode** indicates the running mode, whose value can be **train**, **finetune**, or **predict** (inference). After the task is executed, the **checkpoint** folder is generated in the **mindformers/output** directory, and the model file is saved in this folder. + +To evaluate the tuning effect of the model, you can view [evaluation](evaluation.md) document to understand how to evaluate the accuracy of the model to ensure that the performance of the model meets expectations. In addition, if you want to apply the tuned model to the actual scene, [inference](inference.md) document will guide you how to carry out model inference, helping you use the prediction ability of the model to solve specific problems and provide decision support. \ No newline at end of file diff --git a/docs/mindformers/docs/source_zh_cn/index.rst b/docs/mindformers/docs/source_zh_cn/index.rst index 35e875b588..59e4676e03 100644 --- a/docs/mindformers/docs/source_zh_cn/index.rst +++ b/docs/mindformers/docs/source_zh_cn/index.rst @@ -3,6 +3,12 @@ MindSpore Transformers 文档 MindSpore Transformers(也称MindFormers)套件的目标是构建一个大模型训练、微调、评估、推理、部署的全流程开发套件,提供业内主流的Transformer类预训练模型和SOTA下游任务应用,涵盖丰富的并行特性,期望帮助用户轻松地实现大模型训练和创新研发。 +.. image:: ../source_zh_cn/usage/image/mindformers_operation.png + :alt: user operation flow diagram + :align: center + :width: 200px + :height: 400px + 用户可以参阅 `整体架构 `_ 和 `模型库 `_ 来初步了解MindFormers的架构和模型支持度;参考 `安装 `_ 和 `快速启动 `_ 章节,迅速上手MindFormers。 如果您对MindFormers有任何建议,请通过 `issue `_ 与我们联系,我们将及时处理。 diff --git a/docs/mindformers/docs/source_zh_cn/quick_start/install.md b/docs/mindformers/docs/source_zh_cn/quick_start/install.md index 5db58e822d..f1dc44e582 100644 --- a/docs/mindformers/docs/source_zh_cn/quick_start/install.md +++ b/docs/mindformers/docs/source_zh_cn/quick_start/install.md @@ -50,4 +50,6 @@ mf.run_check() ```text - INFO - All checks passed, used **** seconds, the environment is correctly set up! -``` \ No newline at end of file +``` + +完成MindFormers的安装后,接下来可以查看[快速启动](source_code_start.md)文档,尝试快速拉起一个简单的任务。 \ No newline at end of file diff --git a/docs/mindformers/docs/source_zh_cn/quick_start/source_code_start.md b/docs/mindformers/docs/source_zh_cn/quick_start/source_code_start.md index cdf8427256..effe7b1e2f 100644 --- a/docs/mindformers/docs/source_zh_cn/quick_start/source_code_start.md +++ b/docs/mindformers/docs/source_zh_cn/quick_start/source_code_start.md @@ -104,3 +104,5 @@ bash scripts/msrun_launcher.sh "run_mindformer.py \ ## 说明 关于Llama2更多细节,以及更多的启动方式,请具体参考`Llama2` 的 [README](https://gitee.com/mindspore/mindformers/blob/dev/docs/model_cards/llama2.md#llama-2)文档获取更多支持。 + +如果您已经成功启动了基于 Llama2-7B 模型的LoRA低参微调任务,并希望进一步了解MindFormers,可以参考MindFormers使用教程,结合您的实际情况进行接下来的学习。 \ No newline at end of file diff --git a/docs/mindformers/docs/source_zh_cn/usage/image/mindformers_operation.png b/docs/mindformers/docs/source_zh_cn/usage/image/mindformers_operation.png new file mode 100644 index 0000000000000000000000000000000000000000..c33ba8d1f49427c6d5d3cc810ef704fdcf602dfe GIT binary patch literal 111594 zcmeEu_ghn4*Jcz&1p%dqf`G~c3J54wsR}9@dhflL(0jFlf`CZx(jk;c?*v3ZO6U+E zB=pdU5D1WvWCG9kel!2TTyxD_bAIs<_c_^R?X~W8-)rZKhME!`4I2#r0HAyG`h^w% zaKRJ+pkBF5P5ESTq1Br5&p9tGB?Umm;O%wF9~bPOt3C$+Dr0F+EH458a2v2$wLEMpG==!*kxR)sNQaVPt9+Wl&T{ydYcI$f6*$v>u+hIyKDc7Cz zABFz?==vS+b7yy-0Xej1H_t9yri}XZy7z4D{MpU5a|*0yH*YUr`@im0p9|;?Zvz1H z`M|<_I0KK*Uw5DzhwA#z)EViq4Pcs2Zw=#@6fmO}$Va6!qT44t^%Z@r^Zw_Lj3?TR z06_7h)0vvjuX^53f;ZJ1P6)M<>_*cu0_+W6bg~q_AH}b!o7?61dcgEzB%Yh|ReCuK446W&prq{&Yp&p0lM&GRLfsR}eFaV5fCK zj$qN^&O z#!f`9u;&LahN`v(*6_uJ)5X`-9lheS6h|Kth1d{l)z=E4b&CFIWJBIvsKb zZN9cQ5^l*FMJYPAdOR$bj4hgoQz;eY(@me77yptnc$;y|5Z!Y;b^UQGv8*8+m(w|G z>Eof=oIe?~CCJ_|yMGvQZ~Fr^V7@xUQ}#$+=~~Nt&A;EV+ntkN=K|7K5`M)iH5xZ5 zY_7I02`Q=}y8}axeHf$OuwISb+|FAHga>%gZN3Cp3z!zFl}s3N2OfSPRg*mp)VJ5X zy#Q~EO&?bp&Ec2bB`;+(om%s=X%4xh(WM~{ef=sz_O0zV>m{;ph&JY0nX)bj_KDpT zl%zzCKo5`3m|~Vz;^*~^!>c2I@mT_9cC%jJcwYh@y?sTQmLm{1^0xa%uE0|OKts>> zwS)1(sP_Ecmhzhr?0t?vPd|Ob^Q@(!i8$P0y&cq-jI8Xjj~(N5Q@?Biu(04*hBiM@ zJ>5TVt11twhh*kLxP&B@{B4YjCfkM!@~+cyfDWAx-R6p#Rk}EfWX(20&jFq>|J(hO z!zhlxm1pZTOzh!hCjmuuZBmb9M`sQzF@9y~I|f_3GfNaF^+57;pK9EIaH?#4YAqOx z?%Z~)m4TOpxY2E0dxj&D7VJ4tgk-B&Lan4a>Dwg5u=f>C_qbY0v}kB;sdw#X4yS;F zNg=nR)%cD!j32qV6md5@thTySnt{@9&ogVf?}8C9mGaK_&fT4&HAQI*-;Xc%4{!-e zP8ZlOd>R_WNwLh8e_#8#oO8WGJz+I8eO%bA;%lKa^ihvhY!P!1CsMbQ(ro|YsR2K^ zD~J9|Ew_W(8M>{+GzY_fX`{(ICsrd54zE7(Ir9ObLF)(kStQJotI(Ez@_uv? 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