Model details
模型介绍 中文整理 基于StructBERT的医疗领域中文Base预训练模型介绍
医疗领域StructBERT模型是基于中文StructBERT模型在医学数据上继续masked language model任务训练的医疗领域中文自然语言理解预训练模型。
模型描述
模型结构与 StructBERT预训练模型-中文-base一致，详见论文StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding.
本模型为Base规模（Layer-12 / Hidden-768 / Head-12)，参数规模约为102M。
期望模型使用方式以及适用范围
本模型主要用于中文相关下游任务微调。用户可以基于自有训练数据进行微调。具体调用方式请参考代码示例。
如何使用
在安装完成ModelScope-lib之后即可基于nlp medical structbert backbone base进行下游任务finetune
代码范例
模型局限性以及可能的偏差
基于中文数据进行训练，模型训练数据有限，效果可能存在一定偏差。
数据评估及结果
暂无
相关论文以及引用信息
如果我们的模型对您有帮助，请您引用我们的文章：
优先采用原作者提供的中文模型卡片；仅有英文说明时由闲社AI翻译整理。重要参数、许可证和商用范围请以原文为准。
你将获得什么 完整仓库方式包含该固定版本中的权重、配置、分词器及说明文件；指定版本方式只下载所选文件或整组分片。多模态模型的投影文件、配置等依赖，请按作者说明配齐。
完整仓库可能包含多个权重格式，因此需要的磁盘空间可能大于单一格式的模型大小。下载文件不等于完成模型部署。
使用前须知 运行环境 运行模型需要的设备、工具与依赖，以原作者说明为准。
授权范围 是否允许商用、修改和分发，请查看模型许可证。
闲社提供资料与镜像下载方法，不代表已运行模型或完成安全审计。下载的代码应先检查，再执行。
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Pinned version · Multiple download options
nlp_medical_structbert_backbone_base model download Download the full repository or choose a version or file.
Choose a download source ModelScope · China direct Pinned ModelScope version: c1709becc12bd6e069bcf10e589fc565fec18385. Version identifiers can differ across sites. The alternative source was provided after checking weights and runtime configuration; this is not proof of a successful model run.
A checked, pinned ModelScope source is available for this model. Use the ModelScope download tool.
Choose what to download
Full repository · All files Selected version / file Need just one GGUF precision? Load the file manifest and choose a version. Direct file links do not require Python; the command below can download multiple shards together.
Load available versions and files
Quantization / file Load the manifest to choose This reads the pinned version's file manifest; no model weights are downloaded.
Choose your operating system Windows · PowerShell Linux / macOS · Terminal For command-line downloads, follow these steps to get the full repository or selected files. Direct file links do not need these steps.
1 Open a terminal window Create and open a folder for the model. In the folder's address bar, enter powershell and press Enter.
If Python is not installed, get it from the official Python website . In the terminal, enter python --version; continue when a version number appears.
2 First time? Install the download tool Copy this command, paste it into the terminal, press Enter and wait for installation to finish.
python -m pip install --upgrade huggingface_hubCopy install command Already installed? Continue to step 3.
3 Run the download command Select the button below, paste into the same terminal and press Enter. The tool downloads all files included in the current command.
Copy full download command Copying does not start a download. Paste and run the command on your device.
Where are the downloaded files? Open the folder you chose. Look for the models folder. When progress stops and the terminal returns to its prompt without errors, check that all files are present. 'Copied' does not mean 'downloaded'.
No response or an error? python not found: Install Python and reopen the terminal. On Windows, follow the installer's instructions to enable command-line access.
hf not found: Confirm that step 2 succeeded, then reopen the terminal. If needed, add Python's Scripts folder to your user PATH. Do not repeatedly download scripts.
Network interrupted: Stay in the same folder and run the same command again. The tool checks existing files.
Permission or disk error: Choose a writable folder with enough free space. Do not disable system security protection.
View the full download command 请开启浏览器脚本，或使用默认 Windows 教程并展开命令手动复制执行。
