DSPy offers a whole different degree of modularity: when you change your data, make tweaks to your program's control flow, or change your target LM, the DSPy compiler can map your program into a new set of prompts (or finetunes) that are optimized specifically for this pipeline. Because...
基于上面的问题,受到pytorch的声明式、模块化的设计思想启发,斯坦福研究团队提出了DSPy(https://github.com/stanfordnlp/dspy),它引入了一种声明式的方法来开发和优化 LM(语言模型)应用。它将 LLM 视为一个模块,根据它与流水线中其他组件的交互方式自动调整行为。其理念是将围绕如何设计Prompt转变为如何设计好一个...
Optimization in DSPy is modular, conducted by teleprompters, which determine module learning from data. DSPy can map declarative modules to high-quality compositions of prompting, finetuning, reasoning, and augmentation. DSPy programming models focus on reducing the role of expert-crafted prompts. C...
I have a task to split a word into characters and then transfer each to another word. I write some test code, use toCharArray to get char array in the flatMapIterable section, but if the target string... Jquery form submit not working when using .load() ...
Speexdsp源码下载地址:https://github.com/xiph/speexdsp 二、搭建开发环境,生成Makefile编译构建speexdsp 不同的原生三方库提供的编译方式不相同,根据原生三方库的readme文件或者manual用户手册可以知道该如何编译。 Speexdsp在linux下的编译安装,在linux终端输入如下语句: ...
map += vb_dwords; } } 在opengl 调用 genbuffer 创建 vbo 再写入数据后 mesa 后端 pipe 会调用 pipe->set_vertex_buffers, 调用 iris_set_vertex_buffers 函数将 buffer 的地址 大小等数据 xieru 到 vertex buffer state 结构中。 3DSTATE_VERTEX_BUFFERS 命令写入时候将存储的 vertex buffer state 数据一...
1.开源代码 地图发布工具mapserver和geoserver的开发包。在github上有完整的代码。 https://github.com/mapserver/mapserver https://github.com/geoserver/geoserver 2.关于etl工具 https://github.com/majinju/kettle-manager htt... LruCache在美团DSP系统中的应用演进 ...
FunDSP features a powerful inline graph notation for describing audio processing networks. The notation taps into composable, zero-cost abstractions that express the structure of audio networks asRusttypes. Another innovative feature of FunDSP is its signal flow system, which can determine analyticfrequ...
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如下图所示，Shuffle 框架的功能可以简单抽象为接收 MapTask 输出的数据，然后进一步将对应的数据分片下...