diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/FineTuningTaskController.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/FineTuningTaskController.java
new file mode 100644
index 000000000..2493865d6
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/FineTuningTaskController.java
@@ -0,0 +1,95 @@
+package cn.iocoder.yudao.module.llm.controller.admin.finetuningtask;
+
+import org.springframework.web.bind.annotation.*;
+import javax.annotation.Resource;
+import org.springframework.validation.annotation.Validated;
+import org.springframework.security.access.prepost.PreAuthorize;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import io.swagger.v3.oas.annotations.Parameter;
+import io.swagger.v3.oas.annotations.Operation;
+
+import javax.validation.constraints.*;
+import javax.validation.*;
+import javax.servlet.http.*;
+import java.util.*;
+import java.io.IOException;
+
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.CommonResult;
+import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
+import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
+
+import cn.iocoder.yudao.framework.excel.core.util.ExcelUtils;
+
+import cn.iocoder.yudao.framework.apilog.core.annotation.ApiAccessLog;
+import static cn.iocoder.yudao.framework.apilog.core.enums.OperateTypeEnum.*;
+
+import cn.iocoder.yudao.module.llm.controller.admin.finetuningtask.vo.*;
+import cn.iocoder.yudao.module.llm.dal.dataobject.finetuningtask.FineTuningTaskDO;
+import cn.iocoder.yudao.module.llm.service.finetuningtask.FineTuningTaskService;
+
+@Tag(name = "管理后台 - 模型调优 —— 微调任务")
+@RestController
+@RequestMapping("/llm/fine-tuning-task")
+@Validated
+public class FineTuningTaskController {
+
+    @Resource
+    private FineTuningTaskService fineTuningTaskService;
+
+    @PostMapping("/create")
+    @Operation(summary = "创建模型调优 —— 微调任务")
+    @PreAuthorize("@ss.hasPermission('llm:fine-tuning-task:create')")
+    public CommonResult<Long> createFineTuningTask(@Valid @RequestBody FineTuningTaskSaveReqVO createReqVO) {
+        return success(fineTuningTaskService.createFineTuningTask(createReqVO));
+    }
+
+    @PutMapping("/update")
+    @Operation(summary = "更新模型调优 —— 微调任务")
+    @PreAuthorize("@ss.hasPermission('llm:fine-tuning-task:update')")
+    public CommonResult<Boolean> updateFineTuningTask(@Valid @RequestBody FineTuningTaskSaveReqVO updateReqVO) {
+        fineTuningTaskService.updateFineTuningTask(updateReqVO);
+        return success(true);
+    }
+
+    @DeleteMapping("/delete")
+    @Operation(summary = "删除模型调优 —— 微调任务")
+    @Parameter(name = "id", description = "编号", required = true)
+    @PreAuthorize("@ss.hasPermission('llm:fine-tuning-task:delete')")
+    public CommonResult<Boolean> deleteFineTuningTask(@RequestParam("id") Long id) {
+        fineTuningTaskService.deleteFineTuningTask(id);
+        return success(true);
+    }
+
+    @GetMapping("/get")
+    @Operation(summary = "获得模型调优 —— 微调任务")
+    @Parameter(name = "id", description = "编号", required = true, example = "1024")
+    @PreAuthorize("@ss.hasPermission('llm:fine-tuning-task:query')")
+    public CommonResult<FineTuningTaskRespVO> getFineTuningTask(@RequestParam("id") Long id) {
+        FineTuningTaskDO fineTuningTask = fineTuningTaskService.getFineTuningTask(id);
+        return success(BeanUtils.toBean(fineTuningTask, FineTuningTaskRespVO.class));
+    }
+
+    @GetMapping("/page")
+    @Operation(summary = "获得模型调优 —— 微调任务分页")
+    @PreAuthorize("@ss.hasPermission('llm:fine-tuning-task:query')")
+    public CommonResult<PageResult<FineTuningTaskRespVO>> getFineTuningTaskPage(@Valid FineTuningTaskPageReqVO pageReqVO) {
+        PageResult<FineTuningTaskDO> pageResult = fineTuningTaskService.getFineTuningTaskPage(pageReqVO);
+        return success(BeanUtils.toBean(pageResult, FineTuningTaskRespVO.class));
+    }
+
+    @GetMapping("/export-excel")
+    @Operation(summary = "导出模型调优 —— 微调任务 Excel")
+    @PreAuthorize("@ss.hasPermission('llm:fine-tuning-task:export')")
+    @ApiAccessLog(operateType = EXPORT)
+    public void exportFineTuningTaskExcel(@Valid FineTuningTaskPageReqVO pageReqVO,
+              HttpServletResponse response) throws IOException {
+        pageReqVO.setPageSize(PageParam.PAGE_SIZE_NONE);
+        List<FineTuningTaskDO> list = fineTuningTaskService.getFineTuningTaskPage(pageReqVO).getList();
+        // 导出 Excel
+        ExcelUtils.write(response, "模型调优 —— 微调任务.xls", "数据", FineTuningTaskRespVO.class,
+                        BeanUtils.toBean(list, FineTuningTaskRespVO.class));
+    }
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskPageReqVO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskPageReqVO.java
new file mode 100644
index 000000000..3b4825541
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskPageReqVO.java
@@ -0,0 +1,91 @@
+package cn.iocoder.yudao.module.llm.controller.admin.finetuningtask.vo;
+
+import lombok.*;
+import java.util.*;
+import io.swagger.v3.oas.annotations.media.Schema;
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+import org.springframework.format.annotation.DateTimeFormat;
+import java.time.LocalDateTime;
+
+import static cn.iocoder.yudao.framework.common.util.date.DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND;
+
+@Schema(description = "管理后台 - 模型调优 —— 微调任务分页 Request VO")
+@Data
+@EqualsAndHashCode(callSuper = true)
+@ToString(callSuper = true)
+public class FineTuningTaskPageReqVO extends PageParam {
+
+    @Schema(description = "任务名称", example = "李四")
+    private String taskName;
+
+    @Schema(description = "基础模型，使用字典（llm_base_model）")
+    private String baseModel;
+
+    @Schema(description = "训练阶段，使用字典（llm_training_stage）")
+    private Integer trainStage;
+
+    @Schema(description = "微调方法，使用字典（llm_fine_tuning_method）")
+    private Integer method;
+
+    @Schema(description = "描述")
+    private String taskIntro;
+
+    @Schema(description = "GPU类型，使用字典（llm_gpu_type）", example = "1")
+    private Integer gpuType;
+
+    @Schema(description = "GPU数量", example = "7626")
+    private Integer gpuCount;
+
+    @Schema(description = "数据集ID")
+    private Long dataset;
+
+    @Schema(description = "学习率")
+    private Integer learningRate;
+
+    @Schema(description = "训练轮数")
+    private Integer epoch;
+
+    @Schema(description = "截断长度")
+    private Integer cutoffLen;
+
+    @Schema(description = "批处理大小")
+    private Integer batchSize;
+
+    @Schema(description = "梯度累积")
+    private Integer gradientAccumulation;
+
+    @Schema(description = "预热步数")
+    private Integer warmup;
+
+    @Schema(description = "LoRAy秩")
+    private Integer lorayRank;
+
+    @Schema(description = "LoRAy缩放系数")
+    private Integer lorayScaleFactor;
+
+    @Schema(description = "LoRAy随机丢弃")
+    private Integer lorayDropout;
+
+    @Schema(description = "LoRAy作用模块")
+    private String lorayModule;
+
+    @Schema(description = "DeepSpeed stage，使用字典（llm_deep_speed_stage）")
+    private String deepSpeedStage;
+
+    @Schema(description = "加速方法，使用字典（llm_acceleration_method）")
+    private String accelerationMethod;
+
+    @Schema(description = "DeepSpeed offload，使用字典（infra_boolean_string）")
+    private Boolean deepSpeedOffload;
+
+    @Schema(description = "保存间隔")
+    private Integer saveInterval;
+
+    @Schema(description = "创建时间")
+    @DateTimeFormat(pattern = FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)
+    private LocalDateTime[] createTime;
+
+    @Schema(description = "状态，使用字典（llm_fine_tuning_task_status）", example = "1")
+    private Integer status;
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskRespVO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskRespVO.java
new file mode 100644
index 000000000..f3cfdf709
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskRespVO.java
@@ -0,0 +1,125 @@
+package cn.iocoder.yudao.module.llm.controller.admin.finetuningtask.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.*;
+import java.util.*;
+import org.springframework.format.annotation.DateTimeFormat;
+import java.time.LocalDateTime;
+import com.alibaba.excel.annotation.*;
+import cn.iocoder.yudao.framework.excel.core.annotations.DictFormat;
+import cn.iocoder.yudao.framework.excel.core.convert.DictConvert;
+
+@Schema(description = "管理后台 - 模型调优 —— 微调任务 Response VO")
+@Data
+@ExcelIgnoreUnannotated
+public class FineTuningTaskRespVO {
+
+    @Schema(description = "任务ID", requiredMode = Schema.RequiredMode.REQUIRED, example = "3218")
+    @ExcelProperty("任务ID")
+    private Long id;
+
+    @Schema(description = "任务名称", requiredMode = Schema.RequiredMode.REQUIRED, example = "李四")
+    @ExcelProperty("任务名称")
+    private String taskName;
+
+    @Schema(description = "基础模型，使用字典（llm_base_model）")
+    @ExcelProperty(value = "基础模型，使用字典（llm_base_model）", converter = DictConvert.class)
+    @DictFormat("llm_base_model") // TODO 代码优化：建议设置到对应的 DictTypeConstants 枚举类中
+    private String baseModel;
+
+    @Schema(description = "训练阶段，使用字典（llm_training_stage）")
+    @ExcelProperty(value = "训练阶段，使用字典（llm_training_stage）", converter = DictConvert.class)
+    @DictFormat("llm_training_stage") // TODO 代码优化：建议设置到对应的 DictTypeConstants 枚举类中
+    private Integer trainStage;
+
+    @Schema(description = "微调方法，使用字典（llm_fine_tuning_method）")
+    @ExcelProperty(value = "微调方法，使用字典（llm_fine_tuning_method）", converter = DictConvert.class)
+    @DictFormat("llm_fine_tuning_method") // TODO 代码优化：建议设置到对应的 DictTypeConstants 枚举类中
+    private Integer method;
+
+    @Schema(description = "描述")
+    @ExcelProperty("描述")
+    private String taskIntro;
+
+    @Schema(description = "GPU类型，使用字典（llm_gpu_type）", example = "1")
+    @ExcelProperty(value = "GPU类型，使用字典（llm_gpu_type）", converter = DictConvert.class)
+    @DictFormat("llm_gpu_type") // TODO 代码优化：建议设置到对应的 DictTypeConstants 枚举类中
+    private Integer gpuType;
+
+    @Schema(description = "GPU数量", example = "7626")
+    @ExcelProperty("GPU数量")
+    private Integer gpuCount;
+
+    @Schema(description = "数据集ID")
+    @ExcelProperty("数据集ID")
+    private Long dataset;
+
+    @Schema(description = "学习率")
+    @ExcelProperty("学习率")
+    private Integer learningRate;
+
+    @Schema(description = "训练轮数")
+    @ExcelProperty("训练轮数")
+    private Integer epoch;
+
+    @Schema(description = "截断长度")
+    @ExcelProperty("截断长度")
+    private Integer cutoffLen;
+
+    @Schema(description = "批处理大小")
+    @ExcelProperty("批处理大小")
+    private Integer batchSize;
+
+    @Schema(description = "梯度累积")
+    @ExcelProperty("梯度累积")
+    private Integer gradientAccumulation;
+
+    @Schema(description = "预热步数")
+    @ExcelProperty("预热步数")
+    private Integer warmup;
+
+    @Schema(description = "LoRAy秩")
+    @ExcelProperty("LoRAy秩")
+    private Integer lorayRank;
+
+    @Schema(description = "LoRAy缩放系数")
+    @ExcelProperty("LoRAy缩放系数")
+    private Integer lorayScaleFactor;
+
+    @Schema(description = "LoRAy随机丢弃")
+    @ExcelProperty("LoRAy随机丢弃")
+    private Integer lorayDropout;
+
+    @Schema(description = "LoRAy作用模块")
+    @ExcelProperty("LoRAy作用模块")
+    private String lorayModule;
+
+    @Schema(description = "DeepSpeed stage，使用字典（llm_deep_speed_stage）")
+    @ExcelProperty(value = "DeepSpeed stage，使用字典（llm_deep_speed_stage）", converter = DictConvert.class)
+    @DictFormat("llm_deep_speed_stage") // TODO 代码优化：建议设置到对应的 DictTypeConstants 枚举类中
+    private String deepSpeedStage;
+
+    @Schema(description = "加速方法，使用字典（llm_acceleration_method）")
+    @ExcelProperty(value = "加速方法，使用字典（llm_acceleration_method）", converter = DictConvert.class)
+    @DictFormat("llm_acceleration_method") // TODO 代码优化：建议设置到对应的 DictTypeConstants 枚举类中
+    private String accelerationMethod;
+
+    @Schema(description = "DeepSpeed offload，使用字典（infra_boolean_string）")
+    @ExcelProperty(value = "DeepSpeed offload，使用字典（infra_boolean_string）", converter = DictConvert.class)
+    @DictFormat("infra_boolean_string") // TODO 代码优化：建议设置到对应的 DictTypeConstants 枚举类中
+    private Boolean deepSpeedOffload;
+
+    @Schema(description = "保存间隔")
+    @ExcelProperty("保存间隔")
+    private Integer saveInterval;
+
+    @Schema(description = "创建时间", requiredMode = Schema.RequiredMode.REQUIRED)
+    @ExcelProperty("创建时间")
+    private LocalDateTime createTime;
+
+    @Schema(description = "状态，使用字典（llm_fine_tuning_task_status）", requiredMode = Schema.RequiredMode.REQUIRED, example = "1")
+    @ExcelProperty(value = "状态，使用字典（llm_fine_tuning_task_status）", converter = DictConvert.class)
+    @DictFormat("llm_fine_tuning_task_status") // TODO 代码优化：建议设置到对应的 DictTypeConstants 枚举类中
+    private Integer status;
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskSaveReqVO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskSaveReqVO.java
new file mode 100644
index 000000000..5d2351216
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/finetuningtask/vo/FineTuningTaskSaveReqVO.java
@@ -0,0 +1,86 @@
+package cn.iocoder.yudao.module.llm.controller.admin.finetuningtask.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.*;
+import java.util.*;
+import javax.validation.constraints.*;
+
+@Schema(description = "管理后台 - 模型调优 —— 微调任务新增/修改 Request VO")
+@Data
+public class FineTuningTaskSaveReqVO {
+
+    @Schema(description = "任务ID", requiredMode = Schema.RequiredMode.REQUIRED, example = "3218")
+    private Long id;
+
+    @Schema(description = "任务名称", requiredMode = Schema.RequiredMode.REQUIRED, example = "李四")
+    @NotEmpty(message = "任务名称不能为空")
+    private String taskName;
+
+    @Schema(description = "基础模型，使用字典（llm_base_model）")
+    private String baseModel;
+
+    @Schema(description = "训练阶段，使用字典（llm_training_stage）")
+    private Integer trainStage;
+
+    @Schema(description = "微调方法，使用字典（llm_fine_tuning_method）")
+    private Integer method;
+
+    @Schema(description = "描述")
+    private String taskIntro;
+
+    @Schema(description = "GPU类型，使用字典（llm_gpu_type）", example = "1")
+    private Integer gpuType;
+
+    @Schema(description = "GPU数量", example = "7626")
+    private Integer gpuCount;
+
+    @Schema(description = "数据集ID")
+    private Long dataset;
+
+    @Schema(description = "学习率")
+    private Integer learningRate;
+
+    @Schema(description = "训练轮数")
+    private Integer epoch;
+
+    @Schema(description = "截断长度")
+    private Integer cutoffLen;
+
+    @Schema(description = "批处理大小")
+    private Integer batchSize;
+
+    @Schema(description = "梯度累积")
+    private Integer gradientAccumulation;
+
+    @Schema(description = "预热步数")
+    private Integer warmup;
+
+    @Schema(description = "LoRAy秩")
+    private Integer lorayRank;
+
+    @Schema(description = "LoRAy缩放系数")
+    private Integer lorayScaleFactor;
+
+    @Schema(description = "LoRAy随机丢弃")
+    private Integer lorayDropout;
+
+    @Schema(description = "LoRAy作用模块")
+    private String lorayModule;
+
+    @Schema(description = "DeepSpeed stage，使用字典（llm_deep_speed_stage）")
+    private String deepSpeedStage;
+
+    @Schema(description = "加速方法，使用字典（llm_acceleration_method）")
+    private String accelerationMethod;
+
+    @Schema(description = "DeepSpeed offload，使用字典（infra_boolean_string）")
+    private Boolean deepSpeedOffload;
+
+    @Schema(description = "保存间隔")
+    private Integer saveInterval;
+
+    @Schema(description = "状态，使用字典（llm_fine_tuning_task_status）", requiredMode = Schema.RequiredMode.REQUIRED, example = "1")
+    @NotNull(message = "状态，使用字典（llm_fine_tuning_task_status）不能为空")
+    private Integer status;
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/LabelController.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/LabelController.java
new file mode 100644
index 000000000..5514823eb
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/LabelController.java
@@ -0,0 +1,95 @@
+package cn.iocoder.yudao.module.llm.controller.admin.label;
+
+import org.springframework.web.bind.annotation.*;
+import org.springframework.validation.annotation.Validated;
+import org.springframework.security.access.prepost.PreAuthorize;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import io.swagger.v3.oas.annotations.Parameter;
+import io.swagger.v3.oas.annotations.Operation;
+
+import java.util.*;
+import java.io.IOException;
+
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.CommonResult;
+import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
+import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
+
+import cn.iocoder.yudao.framework.excel.core.util.ExcelUtils;
+
+import cn.iocoder.yudao.framework.apilog.core.annotation.ApiAccessLog;
+import static cn.iocoder.yudao.framework.apilog.core.enums.OperateTypeEnum.*;
+
+import cn.iocoder.yudao.module.llm.controller.admin.label.vo.*;
+import cn.iocoder.yudao.module.llm.dal.dataobject.label.LabelDO;
+import cn.iocoder.yudao.module.llm.service.label.LabelService;
+
+import javax.annotation.Resource;
+import javax.servlet.http.HttpServletResponse;
+import javax.validation.Valid;
+
+@Tag(name = "管理后台 - 标签管理")
+@RestController
+@RequestMapping("/llm/label")
+@Validated
+public class LabelController {
+
+    @Resource
+    private LabelService labelService;
+
+    @PostMapping("/create")
+    @Operation(summary = "创建标签管理")
+//    @PreAuthorize("@ss.hasPermission('llm:label:create')")
+    public CommonResult<Long> createLabel(@Valid @RequestBody LabelSaveReqVO createReqVO) {
+        return success(labelService.createLabel(createReqVO));
+    }
+
+    @PutMapping("/update")
+    @Operation(summary = "更新标签管理")
+    @PreAuthorize("@ss.hasPermission('llm:label:update')")
+    public CommonResult<Boolean> updateLabel(@Valid @RequestBody LabelSaveReqVO updateReqVO) {
+        labelService.updateLabel(updateReqVO);
+        return success(true);
+    }
+
+    @DeleteMapping("/delete")
+    @Operation(summary = "删除标签管理")
+    @Parameter(name = "id", description = "编号", required = true)
+    @PreAuthorize("@ss.hasPermission('llm:label:delete')")
+    public CommonResult<Boolean> deleteLabel(@RequestParam("id") Long id) {
+        labelService.deleteLabel(id);
+        return success(true);
+    }
+
+    @GetMapping("/get")
+    @Operation(summary = "获得标签管理")
+    @Parameter(name = "id", description = "编号", required = true, example = "1024")
+    @PreAuthorize("@ss.hasPermission('llm:label:query')")
+    public CommonResult<LabelRespVO> getLabel(@RequestParam("id") Long id) {
+        LabelDO label = labelService.getLabel(id);
+        return success(BeanUtils.toBean(label, LabelRespVO.class));
+    }
+
+    @GetMapping("/page")
+    @Operation(summary = "获得标签管理分页")
+    @PreAuthorize("@ss.hasPermission('llm:label:query')")
+    public CommonResult<PageResult<LabelRespVO>> getLabelPage(@Valid LabelPageReqVO pageReqVO) {
+        PageResult<LabelDO> pageResult = labelService.getLabelPage(pageReqVO);
+        return success(BeanUtils.toBean(pageResult, LabelRespVO.class));
+    }
+
+    @GetMapping("/export-excel")
+    @Operation(summary = "导出标签管理 Excel")
+    @PreAuthorize("@ss.hasPermission('llm:label:export')")
+    @ApiAccessLog(operateType = EXPORT)
+    public void exportLabelExcel(@Valid LabelPageReqVO pageReqVO,
+              HttpServletResponse response) throws IOException {
+        pageReqVO.setPageSize(PageParam.PAGE_SIZE_NONE);
+        List<LabelDO> list = labelService.getLabelPage(pageReqVO).getList();
+        // 导出 Excel
+        ExcelUtils.write(response, "标签管理.xls", "数据", LabelRespVO.class,
+                        BeanUtils.toBean(list, LabelRespVO.class));
+    }
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelPageReqVO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelPageReqVO.java
new file mode 100644
index 000000000..2bd72b996
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelPageReqVO.java
@@ -0,0 +1,28 @@
+package cn.iocoder.yudao.module.llm.controller.admin.label.vo;
+
+import lombok.*;
+import java.util.*;
+import io.swagger.v3.oas.annotations.media.Schema;
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+import org.springframework.format.annotation.DateTimeFormat;
+import java.time.LocalDateTime;
+
+import static cn.iocoder.yudao.framework.common.util.date.DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND;
+
+@Schema(description = "管理后台 - 标签管理分页 Request VO")
+@Data
+@EqualsAndHashCode(callSuper = true)
+@ToString(callSuper = true)
+public class LabelPageReqVO extends PageParam {
+
+    @Schema(description = "标签分类", example = "张三")
+    private String labelName;
+
+    @Schema(description = "创建时间")
+    @DateTimeFormat(pattern = FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)
+    private LocalDateTime[] createTime;
+
+    @Schema(description = "使用状态（0启用 1停用），使用字典（llm_label_status）", example = "1")
+    private Integer status;
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelRespVO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelRespVO.java
new file mode 100644
index 000000000..8429ef63f
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelRespVO.java
@@ -0,0 +1,37 @@
+package cn.iocoder.yudao.module.llm.controller.admin.label.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.*;
+import java.util.*;
+import org.springframework.format.annotation.DateTimeFormat;
+import java.time.LocalDateTime;
+import com.alibaba.excel.annotation.*;
+
+import javax.validation.constraints.NotNull;
+
+@Schema(description = "管理后台 - 标签管理 Response VO")
+@Data
+@ExcelIgnoreUnannotated
+public class LabelRespVO {
+
+    @Schema(description = "标签ID", requiredMode = Schema.RequiredMode.REQUIRED, example = "529")
+    @ExcelProperty("标签ID")
+    private Long id;
+
+    @Schema(description = "标签分类", requiredMode = Schema.RequiredMode.REQUIRED, example = "张三")
+    @ExcelProperty("标签分类")
+    private String labelName;
+
+    @Schema(description = "创建时间", requiredMode = Schema.RequiredMode.REQUIRED)
+    @ExcelProperty("创建时间")
+    private LocalDateTime createTime;
+
+    @Schema(description = "使用状态（0启用 1停用），使用字典（llm_label_status）", requiredMode = Schema.RequiredMode.REQUIRED, example = "1")
+    @ExcelProperty("使用状态（0启用 1停用），使用字典（llm_label_status）")
+    private Integer status;
+
+    @Schema(description = "标签排序")
+    @NotNull(message = "标签排序不能为空")
+    private String sorted;
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelSaveReqVO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelSaveReqVO.java
new file mode 100644
index 000000000..0c1b7fb7d
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/controller/admin/label/vo/LabelSaveReqVO.java
@@ -0,0 +1,28 @@
+package cn.iocoder.yudao.module.llm.controller.admin.label.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.*;
+
+import javax.validation.constraints.NotEmpty;
+import javax.validation.constraints.NotNull;
+
+@Schema(description = "管理后台 - 标签管理新增/修改 Request VO")
+@Data
+public class LabelSaveReqVO {
+
+    @Schema(description = "标签ID", requiredMode = Schema.RequiredMode.REQUIRED, example = "529")
+    private Long id;
+
+    @Schema(description = "标签分类", requiredMode = Schema.RequiredMode.REQUIRED, example = "张三")
+    @NotEmpty(message = "标签分类不能为空")
+    private String labelName;
+
+    @Schema(description = "标签排序")
+    @NotNull(message = "标签排序不能为空")
+    private String sorted;
+
+    @Schema(description = "使用状态（0启用 1停用），使用字典（llm_label_status）", requiredMode = Schema.RequiredMode.REQUIRED, example = "1")
+//    @NotNull(message = "使用状态（0启用 1停用），使用字典（llm_label_status）不能为空")
+    private Integer status;
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/dataobject/finetuningtask/FineTuningTaskDO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/dataobject/finetuningtask/FineTuningTaskDO.java
new file mode 100644
index 000000000..285522672
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/dataobject/finetuningtask/FineTuningTaskDO.java
@@ -0,0 +1,139 @@
+package cn.iocoder.yudao.module.llm.dal.dataobject.finetuningtask;
+
+import lombok.*;
+import java.util.*;
+import java.time.LocalDateTime;
+import java.time.LocalDateTime;
+import com.baomidou.mybatisplus.annotation.*;
+import cn.iocoder.yudao.framework.mybatis.core.dataobject.BaseDO;
+
+/**
+ * 模型调优 —— 微调任务 DO
+ *
+ * @author 华大大模型
+ */
+@TableName("llm_fine_tuning_task")
+@KeySequence("llm_fine_tuning_task_seq") // 用于 Oracle、PostgreSQL、Kingbase、DB2、H2 数据库的主键自增。如果是 MySQL 等数据库，可不写。
+@Data
+@EqualsAndHashCode(callSuper = true)
+@ToString(callSuper = true)
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class FineTuningTaskDO extends BaseDO {
+
+    /**
+     * 任务ID
+     */
+    @TableId
+    private Long id;
+    /**
+     * 任务名称
+     */
+    private String taskName;
+    /**
+     * 基础模型，使用字典（llm_base_model）
+     *
+     * 枚举 {@link TODO llm_base_model 对应的类}
+     */
+    private String baseModel;
+    /**
+     * 训练阶段，使用字典（llm_training_stage）
+     *
+     * 枚举 {@link TODO llm_training_stage 对应的类}
+     */
+    private Integer trainStage;
+    /**
+     * 微调方法，使用字典（llm_fine_tuning_method）
+     *
+     * 枚举 {@link TODO llm_fine_tuning_method 对应的类}
+     */
+    private Integer method;
+    /**
+     * 描述
+     */
+    private String taskIntro;
+    /**
+     * GPU类型，使用字典（llm_gpu_type）
+     *
+     * 枚举 {@link TODO llm_gpu_type 对应的类}
+     */
+    private Integer gpuType;
+    /**
+     * GPU数量
+     */
+    private Integer gpuCount;
+    /**
+     * 数据集ID
+     */
+    private Long dataset;
+    /**
+     * 学习率
+     */
+    private Integer learningRate;
+    /**
+     * 训练轮数
+     */
+    private Integer epoch;
+    /**
+     * 截断长度
+     */
+    private Integer cutoffLen;
+    /**
+     * 批处理大小
+     */
+    private Integer batchSize;
+    /**
+     * 梯度累积
+     */
+    private Integer gradientAccumulation;
+    /**
+     * 预热步数
+     */
+    private Integer warmup;
+    /**
+     * LoRAy秩
+     */
+    private Integer lorayRank;
+    /**
+     * LoRAy缩放系数
+     */
+    private Integer lorayScaleFactor;
+    /**
+     * LoRAy随机丢弃
+     */
+    private Integer lorayDropout;
+    /**
+     * LoRAy作用模块
+     */
+    private String lorayModule;
+    /**
+     * DeepSpeed stage，使用字典（llm_deep_speed_stage）
+     *
+     * 枚举 {@link TODO llm_deep_speed_stage 对应的类}
+     */
+    private String deepSpeedStage;
+    /**
+     * 加速方法，使用字典（llm_acceleration_method）
+     *
+     * 枚举 {@link TODO llm_acceleration_method 对应的类}
+     */
+    private String accelerationMethod;
+    /**
+     * DeepSpeed offload，使用字典（infra_boolean_string）
+     *
+     * 枚举 {@link TODO infra_boolean_string 对应的类}
+     */
+    private Boolean deepSpeedOffload;
+    /**
+     * 保存间隔
+     */
+    private Integer saveInterval;
+    /**
+     * 状态，使用字典（llm_fine_tuning_task_status）
+     *
+     * 枚举 {@link TODO llm_fine_tuning_task_status 对应的类}
+     */
+    private Integer status;
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/dataobject/label/LabelDO.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/dataobject/label/LabelDO.java
new file mode 100644
index 000000000..c06f8f878
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/dataobject/label/LabelDO.java
@@ -0,0 +1,43 @@
+package cn.iocoder.yudao.module.llm.dal.dataobject.label;
+
+import lombok.*;
+import java.util.*;
+import java.time.LocalDateTime;
+import java.time.LocalDateTime;
+import com.baomidou.mybatisplus.annotation.*;
+import cn.iocoder.yudao.framework.mybatis.core.dataobject.BaseDO;
+
+/**
+ * 标签管理 DO
+ *
+ * @author 华大大模型
+ */
+@TableName("llm_label")
+@KeySequence("llm_label_seq") // 用于 Oracle、PostgreSQL、Kingbase、DB2、H2 数据库的主键自增。如果是 MySQL 等数据库，可不写。
+@Data
+@EqualsAndHashCode(callSuper = true)
+@ToString(callSuper = true)
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class LabelDO extends BaseDO {
+
+    /**
+     * 标签ID
+     */
+    @TableId
+    private Long id;
+    /**
+     * 标签分类
+     */
+    private String labelName;
+    /**
+     * 使用状态（0启用 1停用），使用字典（llm_label_status）
+     */
+    private Integer status;
+    /**
+     * 标签排序
+     */
+    private Integer sorted;
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/mysql/finetuningtask/FineTuningTaskMapper.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/mysql/finetuningtask/FineTuningTaskMapper.java
new file mode 100644
index 000000000..a523745e2
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/mysql/finetuningtask/FineTuningTaskMapper.java
@@ -0,0 +1,50 @@
+package cn.iocoder.yudao.module.llm.dal.mysql.finetuningtask;
+
+import java.util.*;
+
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.mybatis.core.query.LambdaQueryWrapperX;
+import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
+import cn.iocoder.yudao.module.llm.dal.dataobject.finetuningtask.FineTuningTaskDO;
+import org.apache.ibatis.annotations.Mapper;
+import cn.iocoder.yudao.module.llm.controller.admin.finetuningtask.vo.*;
+
+/**
+ * 模型调优 —— 微调任务 Mapper
+ *
+ * @author 华大大模型
+ */
+@Mapper
+public interface FineTuningTaskMapper extends BaseMapperX<FineTuningTaskDO> {
+
+    default PageResult<FineTuningTaskDO> selectPage(FineTuningTaskPageReqVO reqVO) {
+        return selectPage(reqVO, new LambdaQueryWrapperX<FineTuningTaskDO>()
+                .likeIfPresent(FineTuningTaskDO::getTaskName, reqVO.getTaskName())
+                .eqIfPresent(FineTuningTaskDO::getBaseModel, reqVO.getBaseModel())
+                .eqIfPresent(FineTuningTaskDO::getTrainStage, reqVO.getTrainStage())
+                .eqIfPresent(FineTuningTaskDO::getMethod, reqVO.getMethod())
+                .eqIfPresent(FineTuningTaskDO::getTaskIntro, reqVO.getTaskIntro())
+                .eqIfPresent(FineTuningTaskDO::getGpuType, reqVO.getGpuType())
+                .eqIfPresent(FineTuningTaskDO::getGpuCount, reqVO.getGpuCount())
+                .eqIfPresent(FineTuningTaskDO::getDataset, reqVO.getDataset())
+                .eqIfPresent(FineTuningTaskDO::getLearningRate, reqVO.getLearningRate())
+                .eqIfPresent(FineTuningTaskDO::getEpoch, reqVO.getEpoch())
+                .eqIfPresent(FineTuningTaskDO::getCutoffLen, reqVO.getCutoffLen())
+                .eqIfPresent(FineTuningTaskDO::getBatchSize, reqVO.getBatchSize())
+                .eqIfPresent(FineTuningTaskDO::getGradientAccumulation, reqVO.getGradientAccumulation())
+                .eqIfPresent(FineTuningTaskDO::getWarmup, reqVO.getWarmup())
+                .eqIfPresent(FineTuningTaskDO::getLorayRank, reqVO.getLorayRank())
+                .eqIfPresent(FineTuningTaskDO::getLorayScaleFactor, reqVO.getLorayScaleFactor())
+                .eqIfPresent(FineTuningTaskDO::getLorayDropout, reqVO.getLorayDropout())
+                .eqIfPresent(FineTuningTaskDO::getLorayModule, reqVO.getLorayModule())
+                .eqIfPresent(FineTuningTaskDO::getDeepSpeedStage, reqVO.getDeepSpeedStage())
+                .eqIfPresent(FineTuningTaskDO::getAccelerationMethod, reqVO.getAccelerationMethod())
+                .eqIfPresent(FineTuningTaskDO::getDeepSpeedOffload, reqVO.getDeepSpeedOffload())
+                .eqIfPresent(FineTuningTaskDO::getSaveInterval, reqVO.getSaveInterval())
+                .betweenIfPresent(FineTuningTaskDO::getCreateTime, reqVO.getCreateTime())
+                .eqIfPresent(FineTuningTaskDO::getStatus, reqVO.getStatus())
+                .eq(FineTuningTaskDO::getDeleted, false)
+                .orderByDesc(FineTuningTaskDO::getId));
+    }
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/mysql/label/LabelMapper.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/mysql/label/LabelMapper.java
new file mode 100644
index 000000000..31e35888f
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/dal/mysql/label/LabelMapper.java
@@ -0,0 +1,28 @@
+package cn.iocoder.yudao.module.llm.dal.mysql.label;
+
+import java.util.*;
+
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.mybatis.core.query.LambdaQueryWrapperX;
+import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
+import cn.iocoder.yudao.module.llm.dal.dataobject.label.LabelDO;
+import org.apache.ibatis.annotations.Mapper;
+import cn.iocoder.yudao.module.llm.controller.admin.label.vo.*;
+
+/**
+ * 标签管理 Mapper
+ *
+ * @author 华大大模型
+ */
+@Mapper
+public interface LabelMapper extends BaseMapperX<LabelDO> {
+
+    default PageResult<LabelDO> selectPage(LabelPageReqVO reqVO) {
+        return selectPage(reqVO, new LambdaQueryWrapperX<LabelDO>()
+                .likeIfPresent(LabelDO::getLabelName, reqVO.getLabelName())
+                .betweenIfPresent(LabelDO::getCreateTime, reqVO.getCreateTime())
+                .eqIfPresent(LabelDO::getStatus, reqVO.getStatus())
+                .orderByAsc(LabelDO::getSorted));
+    }
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/finetuningtask/FineTuningTaskService.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/finetuningtask/FineTuningTaskService.java
new file mode 100644
index 000000000..a22778013
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/finetuningtask/FineTuningTaskService.java
@@ -0,0 +1,55 @@
+package cn.iocoder.yudao.module.llm.service.finetuningtask;
+
+import java.util.*;
+import javax.validation.*;
+import cn.iocoder.yudao.module.llm.controller.admin.finetuningtask.vo.*;
+import cn.iocoder.yudao.module.llm.dal.dataobject.finetuningtask.FineTuningTaskDO;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+
+/**
+ * 模型调优 —— 微调任务 Service 接口
+ *
+ * @author 华大大模型
+ */
+public interface FineTuningTaskService {
+
+    /**
+     * 创建模型调优 —— 微调任务
+     *
+     * @param createReqVO 创建信息
+     * @return 编号
+     */
+    Long createFineTuningTask(@Valid FineTuningTaskSaveReqVO createReqVO);
+
+    /**
+     * 更新模型调优 —— 微调任务
+     *
+     * @param updateReqVO 更新信息
+     */
+    void updateFineTuningTask(@Valid FineTuningTaskSaveReqVO updateReqVO);
+
+    /**
+     * 删除模型调优 —— 微调任务
+     *
+     * @param id 编号
+     */
+    void deleteFineTuningTask(Long id);
+
+    /**
+     * 获得模型调优 —— 微调任务
+     *
+     * @param id 编号
+     * @return 模型调优 —— 微调任务
+     */
+    FineTuningTaskDO getFineTuningTask(Long id);
+
+    /**
+     * 获得模型调优 —— 微调任务分页
+     *
+     * @param pageReqVO 分页查询
+     * @return 模型调优 —— 微调任务分页
+     */
+    PageResult<FineTuningTaskDO> getFineTuningTaskPage(FineTuningTaskPageReqVO pageReqVO);
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/finetuningtask/FineTuningTaskServiceImpl.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/finetuningtask/FineTuningTaskServiceImpl.java
new file mode 100644
index 000000000..92d980629
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/finetuningtask/FineTuningTaskServiceImpl.java
@@ -0,0 +1,79 @@
+package cn.iocoder.yudao.module.llm.service.finetuningtask;
+
+import com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper;
+import org.springframework.stereotype.Service;
+import javax.annotation.Resource;
+import org.springframework.validation.annotation.Validated;
+import org.springframework.transaction.annotation.Transactional;
+
+import java.util.*;
+import cn.iocoder.yudao.module.llm.controller.admin.finetuningtask.vo.*;
+import cn.iocoder.yudao.module.llm.dal.dataobject.finetuningtask.FineTuningTaskDO;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
+
+import cn.iocoder.yudao.module.llm.dal.mysql.finetuningtask.FineTuningTaskMapper;
+
+import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception;
+
+
+/**
+ * 模型调优 —— 微调任务 Service 实现类
+ *
+ * @author 华大大模型
+ */
+@Service
+@Validated
+public class FineTuningTaskServiceImpl implements FineTuningTaskService {
+
+    @Resource
+    private FineTuningTaskMapper fineTuningTaskMapper;
+
+    @Override
+    public Long createFineTuningTask(FineTuningTaskSaveReqVO createReqVO) {
+        // 插入
+        FineTuningTaskDO fineTuningTask = BeanUtils.toBean(createReqVO, FineTuningTaskDO.class);
+        fineTuningTaskMapper.insert(fineTuningTask);
+        // 返回
+        return fineTuningTask.getId();
+    }
+
+    @Override
+    public void updateFineTuningTask(FineTuningTaskSaveReqVO updateReqVO) {
+        // 校验存在
+        validateFineTuningTaskExists(updateReqVO.getId());
+        // 更新
+        FineTuningTaskDO updateObj = BeanUtils.toBean(updateReqVO, FineTuningTaskDO.class);
+        fineTuningTaskMapper.updateById(updateObj);
+    }
+
+    @Override
+    public void deleteFineTuningTask(Long id) {
+        // 校验存在
+        validateFineTuningTaskExists(id);
+        // 删除
+        LambdaUpdateWrapper<FineTuningTaskDO> wrapper = new LambdaUpdateWrapper<>();
+        wrapper.eq(FineTuningTaskDO::getId, id)
+                .set(FineTuningTaskDO::getDeleted,true);
+        fineTuningTaskMapper.update(null,wrapper);
+//        fineTuningTaskMapper.deleteById(id);
+    }
+
+    private void validateFineTuningTaskExists(Long id) {
+        if (fineTuningTaskMapper.selectById(id) == null) {
+//            throw exception(FINE_TUNING_TASK_NOT_EXISTS);
+        }
+    }
+
+    @Override
+    public FineTuningTaskDO getFineTuningTask(Long id) {
+        return fineTuningTaskMapper.selectById(id);
+    }
+
+    @Override
+    public PageResult<FineTuningTaskDO> getFineTuningTaskPage(FineTuningTaskPageReqVO pageReqVO) {
+        return fineTuningTaskMapper.selectPage(pageReqVO);
+    }
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/label/LabelService.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/label/LabelService.java
new file mode 100644
index 000000000..d3b49d779
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/label/LabelService.java
@@ -0,0 +1,56 @@
+package cn.iocoder.yudao.module.llm.service.label;
+
+
+import cn.iocoder.yudao.module.llm.controller.admin.label.vo.*;
+import cn.iocoder.yudao.module.llm.dal.dataobject.label.LabelDO;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+
+import javax.validation.Valid;
+
+/**
+ * 标签管理 Service 接口
+ *
+ * @author 华大大模型
+ */
+public interface LabelService {
+
+    /**
+     * 创建标签管理
+     *
+     * @param createReqVO 创建信息
+     * @return 编号
+     */
+    Long createLabel(@Valid LabelSaveReqVO createReqVO);
+
+    /**
+     * 更新标签管理
+     *
+     * @param updateReqVO 更新信息
+     */
+    void updateLabel(@Valid LabelSaveReqVO updateReqVO);
+
+    /**
+     * 删除标签管理
+     *
+     * @param id 编号
+     */
+    void deleteLabel(Long id);
+
+    /**
+     * 获得标签管理
+     *
+     * @param id 编号
+     * @return 标签管理
+     */
+    LabelDO getLabel(Long id);
+
+    /**
+     * 获得标签管理分页
+     *
+     * @param pageReqVO 分页查询
+     * @return 标签管理分页
+     */
+    PageResult<LabelDO> getLabelPage(LabelPageReqVO pageReqVO);
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/label/LabelServiceImpl.java b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/label/LabelServiceImpl.java
new file mode 100644
index 000000000..b350289a2
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/java/cn/iocoder/yudao/module/llm/service/label/LabelServiceImpl.java
@@ -0,0 +1,74 @@
+package cn.iocoder.yudao.module.llm.service.label;
+
+import org.springframework.stereotype.Service;
+import org.springframework.validation.annotation.Validated;
+import org.springframework.transaction.annotation.Transactional;
+
+import java.util.*;
+import cn.iocoder.yudao.module.llm.controller.admin.label.vo.*;
+import cn.iocoder.yudao.module.llm.dal.dataobject.label.LabelDO;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.PageParam;
+import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
+
+import cn.iocoder.yudao.module.llm.dal.mysql.label.LabelMapper;
+
+import javax.annotation.Resource;
+
+import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception;
+
+/**
+ * 标签管理 Service 实现类
+ *
+ * @author 华大大模型
+ */
+@Service
+@Validated
+public class LabelServiceImpl implements LabelService {
+
+    @Resource
+    private LabelMapper labelMapper;
+
+    @Override
+    public Long createLabel(LabelSaveReqVO createReqVO) {
+        // 插入
+        LabelDO label = BeanUtils.toBean(createReqVO, LabelDO.class);
+        labelMapper.insert(label);
+        // 返回
+        return label.getId();
+    }
+
+    @Override
+    public void updateLabel(LabelSaveReqVO updateReqVO) {
+        // 校验存在
+        validateLabelExists(updateReqVO.getId());
+        // 更新
+        LabelDO updateObj = BeanUtils.toBean(updateReqVO, LabelDO.class);
+        labelMapper.updateById(updateObj);
+    }
+
+    @Override
+    public void deleteLabel(Long id) {
+        // 校验存在
+        validateLabelExists(id);
+        // 删除
+        labelMapper.deleteById(id);
+    }
+
+    private void validateLabelExists(Long id) {
+        if (labelMapper.selectById(id) == null) {
+//            throw exception(LABEL_NOT_EXISTS);
+        }
+    }
+
+    @Override
+    public LabelDO getLabel(Long id) {
+        return labelMapper.selectById(id);
+    }
+
+    @Override
+    public PageResult<LabelDO> getLabelPage(LabelPageReqVO pageReqVO) {
+        return labelMapper.selectPage(pageReqVO);
+    }
+
+}
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/resources/mapper/finetuningtask/FineTuningTaskMapper.xml b/yudao-module-llm/yudao-module-llm-biz/src/main/resources/mapper/finetuningtask/FineTuningTaskMapper.xml
new file mode 100644
index 000000000..304747507
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/resources/mapper/finetuningtask/FineTuningTaskMapper.xml
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<mapper namespace="cn.iocoder.yudao.module.llm.dal.mysql.finetuningtask.FineTuningTaskMapper">
+
+    <!--
+        一般情况下，尽可能使用 Mapper 进行 CRUD 增删改查即可。
+        无法满足的场景，例如说多表关联查询，才使用 XML 编写 SQL。
+        代码生成器暂时只生成 Mapper XML 文件本身，更多推荐 MybatisX 快速开发插件来生成查询。
+        文档可见：https://www.iocoder.cn/MyBatis/x-plugins/
+     -->
+
+</mapper>
\ No newline at end of file
diff --git a/yudao-module-llm/yudao-module-llm-biz/src/main/resources/mapper/label/LabelMapper.xml b/yudao-module-llm/yudao-module-llm-biz/src/main/resources/mapper/label/LabelMapper.xml
new file mode 100644
index 000000000..c6bd447f8
--- /dev/null
+++ b/yudao-module-llm/yudao-module-llm-biz/src/main/resources/mapper/label/LabelMapper.xml
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<mapper namespace="cn.iocoder.yudao.module.llm.dal.mysql.label.LabelMapper">
+
+    <!--
+        一般情况下，尽可能使用 Mapper 进行 CRUD 增删改查即可。
+        无法满足的场景，例如说多表关联查询，才使用 XML 编写 SQL。
+        代码生成器暂时只生成 Mapper XML 文件本身，更多推荐 MybatisX 快速开发插件来生成查询。
+        文档可见：https://www.iocoder.cn/MyBatis/x-plugins/
+     -->
+
+</mapper>
\ No newline at end of file