| https://pastebin.com/RkBUQPLb | |
| Q* is a dialog system conceptualized by OpenAI, designed to enhance the traditional dialog generation approach through the implementation of an energy-based model (EBM). Distinct from the prevalent autoregressive token prediction methods, Q* aims to mimic a form of internal deliberation akin to human thought processes during complex problem-solving, such as chess playing, where a deeper analysis of potential moves leads to better decision-making compared to rapid, less considered responses. This model shifts focus towards the inference of latent variables, reminiscent of constructs in probabilistic models and graphical models, fundamentally altering how dialog systems operate. | |
| Energy-Based Model for Dialog Generation | |
| At the core of Q* is the EBM, which operates by assessing the compatibility of an answer to a given prompt through a scalar output. This output signifies the "energy" of the response, where a lower value indicates a high compatibility (a better answer) and a highe |
source: https://twitter.com/mattshumer_/status/1766157714411942055?s=49
Here is probably the most useful Claude 3 prompt I've written.
Use it to you help make engineering decisions in unfamiliar territory:
---
<role>You are an engineering wizard, experienced at solving complex problems across various disciplines. Your knowledge is both wide and deep. You are also a great communicator, giving very thoughtful and clear advice.</role>
You provide advice in the following <response_format>:
| // // this.loadFile('prism.css', 'prism-style'); | |
| // // this.loadFile('prism.js', 'prism-script', 'script'); | |
| // // https://prismjs.com/download.html#themes=prism-tomorrow&languages=markup+css+clike+javascript+c+csharp+cpp+graphql+java+kotlin+markup-templating+php+python+ruby+scss+sql+swift+typescript+yaml&plugins=toolbar+copy-to-clipboard | |
| loadFile(fileName: string, idName: string, mode: 'link' | 'script' = 'link') { | |
| // for angular.json => if style go styles: [];, if script go scripts: [] | |
| // { | |
| // "input": "node_modules/quill/dist/quill.core.css", | |
| // "inject": false, | |
| // "bundleName": "quill.core" |
| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8" /> | |
| <link rel="icon" type="image/svg+xml" href="/vite.svg" /> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0" /> | |
| <title>Vite + TS</title> | |
| </head> | |
| <body> | |
| <div id="app"></div> |
| import { | |
| Injectable, | |
| NestInterceptor, | |
| ExecutionContext, | |
| CallHandler, | |
| } from "@nestjs/common"; | |
| import { CACHE_MANAGER, Inject } from "@nestjs/common"; | |
| import { Cache } from "cache-manager"; | |
| import { | |
| from, |
| @ViewChild('datepickerTemplate', { read: ViewContainerRef }) datepickerTemplate!: ViewContainerRef; | |
| constructor(private fb: FormBuilder) {} | |
| async loadComponent() { | |
| const { DatepickerAtom } = await import('../../atoms/datepicker/datepicker.atom'); | |
| const componentRef = this.datepickerTemplate.createComponent(DatepickerAtom); | |
| const dobControl = this.optionalForm.get('dob'); | |
| if (dobControl) { | |
| componentRef.instance.dob = dobControl; | |
| } |
| declare global { | |
| interface Array<T> { | |
| groupBy(keyField: string): object; | |
| arrayToObject(keyField: string): object; | |
| unique(id: string): T[]; | |
| addMoreItemProperty(idKey: string, idValue: string | number, updateData: any): T[]; | |
| mergeArrayByProperty(idKey: string, otherArray: T[]): T[]; | |
| sortByKey(order?: 'asc' | 'desc', keyName?: string): T[]; | |
| } |
| # https://github.com/SocialEngine/docker-nginx-spa | |
| # http://www.cicoria.com/forcing-tls-https-on-azure-web-apps-for-linux/ | |
| # https://github.com/GaryB432/angular-pwa/blob/master/nginx.conf | |
| charset utf-8; | |
| tcp_nopush on; | |
| tcp_nodelay off; | |
| client_header_timeout 10s; |
| dokku report reader-web | |
| -----> uname: Linux awread-server 4.19.0-16-cloud-amd64 #1 SMP Debian 4.19.181-1 (2021-03-19) x86_64 GNU/Linux | |
| -----> memory: | |
| total used free shared buff/cache available | |
| Mem: 1995 395 1021 17 579 1456 | |
| Swap: 0 0 0 | |
| -----> docker version: | |
| Client: Docker Engine - Community | |
| Version: 20.10.6 | |
| API version: 1.41 |
| {"lastUpload":"2021-01-19T13:31:01.238Z","extensionVersion":"v3.4.3"} |