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out.println("Failed to insert data."); } } } 五、DeepSeek大模型的集成与调用 (一)配置DeepSeek客户端 在Spring Boot项目中,创建一个配置类来配置DeepSeek客户端: 代码语言:java AI代码解释 import org.springframework.ai.client.AiClient; import org.springframework.ai.client.DefaultAiClient; import ...
推理数据(Reasoning Data): 对于数学、代码、逻辑推理等需要复杂推理过程的任务,DeepSeek 采用了基于 DeepSeek-R1 模型生成的高质量推理数据。DeepSeek-R1 模型在推理任务上表现出色,但其生成的响应往往存在过度推理、格式不规范、长度过长等问题。为了兼顾 R1 模型生成数据的高准确性与标准答案的简洁性,SFT 阶段的数...
GROUP BY user_id HAVING SUM(amount) > 10000 三、典型应用场景 3.1 智能表单设计 字段自动推断:上传Excel样本自动生成表单配置 校验规则建议:根据字段类型推荐验证逻辑 布局优化:基于用户操作热力图调整组件排布 3.2 流程智能化 流程图自动生成:输入业务描述文档输出BPMN 审批人智能推荐:结合组织架构与历史审批路径 异...
默认为贪心算法n_group = None,#路由专家的组数,默认为None不分组topk_group = None,#每个token选中的组数(对于每个 token,确保选中的专家仅在 `topk_group` 组内)num_experts_per_tok = None,#选定专家的数量,无表示密集模型moe_layer_freq = 1,#MoE 层的频率:每“moe_layer_freq - 1”密集层有一个...
configuration,"root");// 2 打开输入流,读取数据输出到控制台FSDataInputStreamin=null;try{in= fs.open(newPath("/yanqi.txt")); IOUtils.copyBytes(in, System.out,4096,false);in.seek(0);//从头再次读取IOUtils.copyBytes(in, System.out,4096,false); ...
(EventSource eventSource, String id, String type, String data) { if (type.equals("reply")) { try { JSONObject dataObj = new JSONObject(data); JSONObject payload = dataObj.getJSONObject("payload"); if (payload.length() > 0) { boolean isFromSelf = payload.getBoolean("is_from_self...
1 private String[] data = { 2 "Apple","fdsfs","fdsfssfs","wwww","wwwqqq","qqqqq","eeeee","rrrrrr","tttttt","yyyyyy","uuuuuu","aaaaaa","sssss" 3 }; 4 5 @Override 6 protected void onCreate(@Nullable Bundle savedInstanceState) { ...
Discord GroupWeChat Group📝 Introduction🍲 ms-swift is an official framework provided by the ModelScope community for fine-tuning and deploying large language models and multi-modal large models. It currently supports the training (pre-training, fine-tuning, human alignment), inference, evaluation...