From 5fa029115d69d1a90d188c3220301036dbf8b7b2 Mon Sep 17 00:00:00 2001 From: Elvis Saravia Date: Tue, 16 Jan 2024 00:38:05 -0600 Subject: [PATCH] fixed dynamic cards --- components/ContentFileNames.tsx | 29 +++++++ pages/api/contentFiles.js | 27 ++++++ pages/applications.ca.mdx | 5 +- pages/applications.de.mdx | 40 +-------- pages/applications.en.mdx | 40 +-------- pages/applications.es.mdx | 5 +- pages/applications.fi.mdx | 5 +- pages/applications.fr.mdx | 5 +- pages/applications.it.mdx | 5 +- pages/applications.jp.mdx | 5 +- pages/applications.kr.mdx | 6 +- pages/applications.pt.mdx | 5 +- pages/applications.ru.mdx | 5 +- pages/applications.tr.mdx | 5 +- pages/applications.zh.mdx | 6 +- pages/introduction.ca.mdx | 3 + pages/introduction.de.mdx | 30 +------ pages/introduction.en.mdx | 30 +------ pages/introduction.es.mdx | 5 ++ pages/introduction.fi.mdx | 5 ++ pages/introduction.fr.mdx | 6 +- pages/introduction.it.mdx | 6 ++ pages/introduction.jp.mdx | 7 +- pages/introduction.kr.mdx | 7 +- pages/introduction.pt.mdx | 7 +- pages/introduction.ru.mdx | 7 +- pages/introduction.tr.mdx | 7 +- pages/introduction.zh.mdx | 5 ++ pages/models.ca.mdx | 8 +- pages/models.de.mdx | 24 +----- pages/models.en.mdx | 45 +--------- pages/models.es.mdx | 6 +- pages/models.fi.mdx | 5 +- pages/models.fr.mdx | 7 +- pages/models.it.mdx | 6 +- pages/models.jp.mdx | 6 +- pages/models.kr.mdx | 7 +- pages/models.pt.mdx | 6 +- pages/models.tr.mdx | 6 +- pages/models.zh.mdx | 6 +- pages/research.ca.mdx | 6 +- pages/research.de.mdx | 6 +- pages/research.en.mdx | 10 +-- pages/research.es.mdx | 6 +- pages/research.fi.mdx | 6 +- pages/research.fr.mdx | 6 +- pages/research.it.mdx | 6 +- pages/research.jp.mdx | 6 +- pages/research.kr.mdx | 6 +- pages/research.pt.mdx | 6 +- pages/research.ru.mdx | 6 +- pages/research.tr.mdx | 6 +- pages/research.zh.mdx | 6 +- pages/research/trustworthiness-in-llms.en.mdx | 2 - pages/risks.ca.mdx | 5 +- pages/risks.de.mdx | 20 +---- pages/risks.en.mdx | 19 +---- pages/risks.es.mdx | 7 +- pages/risks.fi.mdx | 6 +- pages/risks.fr.mdx | 7 +- pages/risks.it.mdx | 6 +- pages/risks.jp.mdx | 6 +- pages/risks.kr.mdx | 6 +- pages/risks.pt.mdx | 6 +- pages/risks.ru.mdx | 6 +- pages/risks.tr.mdx | 6 +- pages/risks.zh.mdx | 6 +- pages/techniques.ca.mdx | 6 +- pages/techniques.de.mdx | 81 +----------------- pages/techniques.en.mdx | 84 +------------------ pages/techniques.es.mdx | 4 + pages/techniques.fi.mdx | 6 +- pages/techniques.fr.mdx | 7 +- pages/techniques.it.mdx | 84 +------------------ pages/techniques.jp.mdx | 6 +- pages/techniques.kr.mdx | 6 +- pages/techniques.pt.mdx | 6 +- pages/techniques.ru.mdx | 7 +- pages/techniques.tr.mdx | 6 +- pages/techniques.zh.mdx | 6 +- 80 files changed, 343 insertions(+), 606 deletions(-) create mode 100644 components/ContentFileNames.tsx create mode 100644 pages/api/contentFiles.js diff --git a/components/ContentFileNames.tsx b/components/ContentFileNames.tsx new file mode 100644 index 0000000..d0c04fe --- /dev/null +++ b/components/ContentFileNames.tsx @@ -0,0 +1,29 @@ +// components/ContentFileNames.tsx +import React, { useEffect, useState } from 'react'; +import { Cards, Card } from 'nextra-theme-docs'; +import { FilesIcon } from './icons'; + +const ContentFileNames = ({ section = 'research', lang = 'en' }) => { + const [fileNames, setFileNames] = useState([]); + + useEffect(() => { + fetch(`/api/contentFiles?section=${section}&lang=${lang}`) + .then(response => response.json()) + .then(data => setFileNames(data.fileNames)); + }, [section, lang]); + + return ( + + {fileNames.map(({ slug, title }, index) => ( + } + title={title} + href={`/${section}/${slug}`} + /> + ))} + + ); +}; + +export default ContentFileNames; diff --git a/pages/api/contentFiles.js b/pages/api/contentFiles.js new file mode 100644 index 0000000..b2e1a86 --- /dev/null +++ b/pages/api/contentFiles.js @@ -0,0 +1,27 @@ +// pages/api/contentFiles.js +import fs from 'fs'; +import path from 'path'; + +export default function handler(req, res) { + const { section = 'research', lang = 'en' } = req.query; + const directoryPath = path.join(process.cwd(), 'pages', section); + const metaFilePath = path.join(directoryPath, `_meta.${lang}.json`); + + let titles = {}; + let fileNames = []; + + if (fs.existsSync(metaFilePath)) { + const metaFileContents = fs.readFileSync(metaFilePath, 'utf8'); + titles = JSON.parse(metaFileContents); + + // Iterate over the keys in the titles object to maintain order + fileNames = Object.keys(titles).map(slug => { + return { + slug, + title: titles[slug] + }; + }); + } + + res.status(200).json({ fileNames }); +} diff --git a/pages/applications.ca.mdx b/pages/applications.ca.mdx index 5cacc47..769f078 100644 --- a/pages/applications.ca.mdx +++ b/pages/applications.ca.mdx @@ -1,9 +1,8 @@ # Aplicacions de Prompts import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' En aquesta secció, tractarem algunes maneres avançades i interessants d'utilitzar l'enginyeria de prompts per realitzar tasques útils i més avançades. - - Aquesta secció està en plena fase de desenvolupament. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/applications.de.mdx b/pages/applications.de.mdx index c7d134f..57d642c 100644 --- a/pages/applications.de.mdx +++ b/pages/applications.de.mdx @@ -1,46 +1,10 @@ # LLM-Anwendungen import { Callout } from 'nextra-theme-docs'; - import { Cards, Card } from 'nextra-theme-docs'; import { FilesIcon } from 'components/icons'; +import ContentFileNames from 'components/ContentFileNames' In diesem Abschnitt werden wir einige fortgeschrittene und interessante Methoden besprechen, wie wir Prompt-Engineering nutzen können, um nützliche und anspruchsvollere Aufgaben mit LLMs (große Sprachmodelle) zu bewältigen. - - } - title="Funktionsaufrufe" - href="/applications/function_calling" - /> - } - title="Generierung von Daten" - href="/applications/generating" - /> - } - title="Generierung eines synthetischen Datensatzes für RAG" - href="/applications/synthetic_rag" - /> - } - title="Umgang mit generierten Datensätzen und deren Vielfalt" - href="/applications/generating_textbooks" - /> - } - title="Codegenerierung" - href="/applications/coding" - /> - } - title="Fallstudie zur Klassifizierung von Absolventenjobs" - href="/applications/workplace_casestudy" - /> - } - title="Prompt-Funktion" - href="/applications/pf" - /> - + \ No newline at end of file diff --git a/pages/applications.en.mdx b/pages/applications.en.mdx index 093a72f..6ba5d5e 100644 --- a/pages/applications.en.mdx +++ b/pages/applications.en.mdx @@ -1,46 +1,10 @@ # LLM Applications import { Callout } from 'nextra-theme-docs' - import {Cards, Card} from 'nextra-theme-docs' import {FilesIcon} from 'components/icons' +import ContentFileNames from 'components/ContentFileNames' In this section, we will cover advanced and interesting ways we can use prompt engineering to perform useful and more advanced tasks with large language models (LLMs). - - } - title="Function Calling" - href="/applications/function_calling" - /> - } - title="Generating Data" - href="/applications/generating" - /> - } - title="Generating Synthetic Dataset for RAG" - href="/applications/synthetic_rag" - /> - } - title="Tackling Generated Datasets Diversity" - href="/applications/generating_textbooks" - /> - } - title="Generating Code" - href="/applications/coding" - /> - } - title="Graduate Job Classification" - href="/applications/workplace_casestudy" - /> - } - title="Prompt Function" - href="/applications/pf" - /> - \ No newline at end of file + \ No newline at end of file diff --git a/pages/applications.es.mdx b/pages/applications.es.mdx index 2a66d81..3b08b5f 100644 --- a/pages/applications.es.mdx +++ b/pages/applications.es.mdx @@ -1,9 +1,8 @@ # Aplicaciones del Prompting import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' En esta sección se mostrarán algunas formas avanzadas e interesantes en las que podemos usar la ingenieria de prompts para realizar tareas más avanzadas y útiles. - -Esta sección está en pleno desarrollo. - + \ No newline at end of file diff --git a/pages/applications.fi.mdx b/pages/applications.fi.mdx index 33c2edc..baa0681 100644 --- a/pages/applications.fi.mdx +++ b/pages/applications.fi.mdx @@ -1,9 +1,8 @@ # Kehottesovellukset import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' Tässä osiossa käsitellään joitakin edistyneitä ja mielenkiintoisia menetelmiä, joiden avulla voimme soveltaa kehotteita käytännöllisiin ja vaativiin tehtäviin. - - Tämä osa sivustoa kehittyy jatkuvasti. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/applications.fr.mdx b/pages/applications.fr.mdx index 20dab12..282f8b0 100644 --- a/pages/applications.fr.mdx +++ b/pages/applications.fr.mdx @@ -1,9 +1,8 @@ # Prompting Applications import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' Dans cette section, nous aborderons certaines façons avancées et intéressantes d'utiliser le prompt engineering pour effectuer des tâches utiles et plus avancées. - - Cette section est en plein développement. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/applications.it.mdx b/pages/applications.it.mdx index a6aef46..8fed72f 100644 --- a/pages/applications.it.mdx +++ b/pages/applications.it.mdx @@ -1,9 +1,8 @@ # Applicazioni di Prompting import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' In questa sezione tratteremo alcuni modi avanzati e interessanti per utilizzare il prompt engineering per eseguire compiti utili e più avanzati. - - Questa sezione è in forte sviluppo. - + \ No newline at end of file diff --git a/pages/applications.jp.mdx b/pages/applications.jp.mdx index 29d8d95..afa581a 100644 --- a/pages/applications.jp.mdx +++ b/pages/applications.jp.mdx @@ -1,9 +1,8 @@ # プロンプトアプリケーション import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' このガイドでは、プロンプトエンジニアリングを使って便利でより高度なタスクを実行するための、高度で興味深い方法について説明します。 - - このセクションは、現在開発が進んでいます。 - \ No newline at end of file + \ No newline at end of file diff --git a/pages/applications.kr.mdx b/pages/applications.kr.mdx index 8cb6076..656f879 100644 --- a/pages/applications.kr.mdx +++ b/pages/applications.kr.mdx @@ -1,9 +1,9 @@ # Prompting Applications import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + 이 장에서는 프롬프트 엔지니어링을 사용하여 유용한 고급 작업을 수행할 수 있는 몇 가지 흥미로운 고급 방법을 다룹니다. - - 해당 페이지는 개발 중에 있습니다. - + \ No newline at end of file diff --git a/pages/applications.pt.mdx b/pages/applications.pt.mdx index b469516..ba88d0e 100644 --- a/pages/applications.pt.mdx +++ b/pages/applications.pt.mdx @@ -1,9 +1,8 @@ # Prompting e Aplicativos import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' Nesta seção, abordaremos algumas maneiras avançadas e interessantes de usar a engenharia de prompt para executar tarefas úteis e mais avançadas. - - Esta seção está em intenso desenvolvimento. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/applications.ru.mdx b/pages/applications.ru.mdx index ebd39ac..deb1921 100644 --- a/pages/applications.ru.mdx +++ b/pages/applications.ru.mdx @@ -1,9 +1,8 @@ # Применение промптов import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' В этом разделе мы рассмотрим некоторые продвинутые и интересные способы использования инженерии промптов для выполнения полезных и более сложных задач. - - Этот раздел находится в активной разработке. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/applications.tr.mdx b/pages/applications.tr.mdx index 45b7ac7..0533113 100644 --- a/pages/applications.tr.mdx +++ b/pages/applications.tr.mdx @@ -1,9 +1,8 @@ # İstemci Uygulamaları import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' Bu bölümde, yararlı ve daha gelişmiş görevleri gerçekleştirmek için hızlı mühendisliği kullanabileceğimiz bazı gelişmiş ve ilginç yolları ele alacağız. - - Bu bölüm yoğun bir geliştirme aşamasındadır. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/applications.zh.mdx b/pages/applications.zh.mdx index 9cd1cf7..8c02638 100644 --- a/pages/applications.zh.mdx +++ b/pages/applications.zh.mdx @@ -1,9 +1,9 @@ # 提示应用 import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + 在本指南中，我们将介绍一些高级和有趣的方法，利用提示工程来执行有用和更高级的任务。 - - 本节正在大力开发中。 - \ No newline at end of file + \ No newline at end of file diff --git a/pages/introduction.ca.mdx b/pages/introduction.ca.mdx index bd47aab..a80e09b 100644 --- a/pages/introduction.ca.mdx +++ b/pages/introduction.ca.mdx @@ -1,8 +1,11 @@ # Introduction +import ContentFileNames from 'components/ContentFileNames' + Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics. Prompt engineering skills help to better understand the capabilities and limitations of large language models (LLMs). Researchers use prompt engineering to improve the capacity of LLMs on a wide range of common and complex tasks such as question answering and arithmetic reasoning. Developers use prompt engineering to design robust and effective prompting techniques that interface with LLMs and other tools. This guide covers the basics of prompts to provide a rough idea of how to use prompts to interact and instruct LLMs. All examples are tested with `text-davinci-003` using [OpenAI's playground](https://platform.openai.com/playground) unless otherwise specified. The model uses the default configurations, i.e., `temperature=0.7` and `top-p=1`. + \ No newline at end of file diff --git a/pages/introduction.de.mdx b/pages/introduction.de.mdx index 83311a1..485e2e6 100644 --- a/pages/introduction.de.mdx +++ b/pages/introduction.de.mdx @@ -7,6 +7,8 @@ import { WarningIcon, FilesIcon, } from 'components/icons'; +import ContentFileNames from 'components/ContentFileNames' + Prompt-Engineering ist eine relativ neue Disziplin, die sich mit der Entwicklung und Optimierung von Prompts beschäftigt, um große Sprachmodelle (LLMs) effizient für eine Vielzahl von Anwendungen und Einsatzmöglichkeiten zu nutzen und zu entwickeln. @@ -16,30 +18,4 @@ Dieser umfassende Leitfaden behandelt die Theorie und praktischen Aspekte des Pr Alle Beispiele wurden mit `gpt-3.5-turbo` unter Verwendung von [OpenAIs Playground](https://platform.openai.com/playground) getestet, sofern nicht anders angegeben. Das Modell verwendet die Standardeinstellungen, d.h., `temperature=0.7` und `top-p=1`. Die Prompts sollten auch mit anderen Modellen funktionieren, die ähnliche Fähigkeiten wie `gpt-3.5-turbo` haben, aber es könnten sich vollkommen andere Ergebnisse ergeben. - - } - title="LLM Einstellungen" - href="/introduction/settings" - /> - } - title="Grundlagen des Promptings" - href="/introduction/basics" - /> - } - title="Elemente eines Prompts" - href="/introduction/elements" - /> - } - title="Allgemeine Tipps für das Entwerfen von Prompts" - href="/introduction/tips" - /> - } - title="Beispiel für Prompts" - href="/introduction/examples" - /> - \ No newline at end of file + \ No newline at end of file diff --git a/pages/introduction.en.mdx b/pages/introduction.en.mdx index 8741ac3..a1160e3 100644 --- a/pages/introduction.en.mdx +++ b/pages/introduction.en.mdx @@ -2,6 +2,7 @@ import {Cards, Card} from 'nextra-theme-docs' import { CardsIcon, OneIcon, WarningIcon, FilesIcon} from 'components/icons' +import ContentFileNames from 'components/ContentFileNames' Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently apply and build with large language models (LLMs) for a wide variety of applications and use cases. @@ -11,31 +12,4 @@ This comprehensive guide covers the theory and practical aspects of prompt engin All examples are tested with `gpt-3.5-turbo` using the [OpenAI's Playground](https://platform.openai.com/playground) unless otherwise specified. The model uses the default configurations, i.e., `temperature=1` and `top_p=1`. The prompts should also work with other models that have similar capabilities as `gpt-3.5-turbo` but the model responses may vary. - - - } - title="LLM Settings" - href="/introduction/settings" - /> - } - title="Basics of Prompting" - href="/introduction/basics" - /> - } - title="Prompt Elements" - href="/introduction/elements" - /> - } - title="General Tips for Designing Prompts" - href="/introduction/tips" - /> - } - title="Examples of Prompts" - href="/introduction/examples" - /> - \ No newline at end of file + \ No newline at end of file diff --git a/pages/introduction.es.mdx b/pages/introduction.es.mdx index 8497f05..cd6c939 100644 --- a/pages/introduction.es.mdx +++ b/pages/introduction.es.mdx @@ -1,7 +1,12 @@ # Introducción +import ContentFileNames from 'components/ContentFileNames' + + La ingeniería de prompt es una disciplina relativamente nueva para el desarrollo y la optimización de prompts para utilizar eficientemente modelos de lenguaje (ML) en una amplia variedad de aplicaciones y temas de investigación. Las habilidades de ingeniería de prompt ayudan a comprender mejor las capacidades y limitaciones de los grandes modelos de lenguaje (LLM). Los investigadores utilizan la ingeniería de prompt para mejorar la capacidad de los LLM en una amplia gama de tareas comunes y complejas, como responder preguntas y razonamiento aritmético. Los desarrolladores utilizan la ingeniería de prompt para diseñar técnicas de prompt robustas y efectivas que interactúen con los LLM y otras herramientas. Esta guía cubre los conceptos básicos de los prompts para proporcionar una idea general de cómo utilizar los prompts para interactuar e instruir a los grandes modelos de lenguaje (LLM). Todos los ejemplos se han probado con `text-davinci-003` (usando el playground de OpenAI) a menos que se especifique lo contrario. Se utilizan las configuraciones predeterminadas, es decir, `temperature=0.7` y `top-p=1`. + + \ No newline at end of file diff --git a/pages/introduction.fi.mdx b/pages/introduction.fi.mdx index 1707d88..aa38cc2 100644 --- a/pages/introduction.fi.mdx +++ b/pages/introduction.fi.mdx @@ -1,8 +1,13 @@ # Johdanto +import ContentFileNames from 'components/ContentFileNames' + + Kehotesuunnittelu on suhteellisen uusi tieteenala, joka keskittyy kehotteiden kehittämiseen ja optimointiin. Sen avulla kielimalleja (Language Model, LM) voidaan käyttää tehokkaasti monenlaisissa sovelluksissa ja tutkimusaiheissa. Kehotesuunnittelun taidot auttavat ymmärtämään suurten kielimallien (Large Language Model, LLM) kykyjä ja rajoituksia paremmin. Tutkijat käyttävät kehotesuunnittelua parantaakseen LLM:ien kyvykkyyksiä erilaisissa tehtävissä, joista kysymyksiin vastaaminen ja aritmeettinen päättely ovat hyviä esimerkkejä. Kehittäjät käyttävät kehotesuunnittelua kestävien ja tehokkaiden kehotetekniikoiden kehittämiseen, jotka hyödyntävät LLM:ien potentiaalia optimaalisella tavalla. Tämä opas käsittelee kehotteiden perusteita ja antaa yleiskuvan siitä, kuinka kehotteita voidaan käyttää vuorovaikutuksessa ja ohjeistuksessa LLM:ien kanssa. Kaikki esimerkit on testattu `text-davinci-003` -mallilla käyttäen [OpenAI:n testiympäristöä](https://platform.openai.com/playground) ellei toisin mainita. Malli käyttää oletusasetuksia, eli `temperature=0.7` ja `top-p=1`. + + \ No newline at end of file diff --git a/pages/introduction.fr.mdx b/pages/introduction.fr.mdx index 98e35d4..2713eb3 100644 --- a/pages/introduction.fr.mdx +++ b/pages/introduction.fr.mdx @@ -1,7 +1,11 @@ # Introduction +import ContentFileNames from 'components/ContentFileNames' + Prompt engineering est une discipline relativement nouvelle visant à développer et à optimiser des prompts pour utiliser efficacement des modèles de langage (LMs) dans une grande variété d'applications et de sujets de recherche. Les compétences en prompt engineering aident à mieux comprendre les capacités et les limitations des grands modèles de langage (LLMs). Les chercheurs utilisent le prompt engineering pour améliorer la capacité des LLMs sur une large gamme de tâches courantes et complexes, telles que la réponse à des questions et le raisonnement arithmétique. Les développeurs utilisent également le prompt engineering pour concevoir des techniques de promptage robustes et efficaces qui interagissent avec les LLMs et d'autres outils. Ce guide couvre les bases des prompts pour fournir une idée approximative de comment utiliser les prompts pour interagir et instruire les grands modèles de langage (LLMs). -Tous les exemples ont été testés avec text-davinci-003 (en utilisant le playground d'OpenAI), sauf indication contraire. Ils utilisent les configurations par défaut, c'est-à-dire temperature=0.7 et top-p=1. \ No newline at end of file +Tous les exemples ont été testés avec text-davinci-003 (en utilisant le playground d'OpenAI), sauf indication contraire. Ils utilisent les configurations par défaut, c'est-à-dire temperature=0.7 et top-p=1. + + \ No newline at end of file diff --git a/pages/introduction.it.mdx b/pages/introduction.it.mdx index 10d0d89..66b039e 100644 --- a/pages/introduction.it.mdx +++ b/pages/introduction.it.mdx @@ -1,5 +1,8 @@ # Introduzione +import ContentFileNames from 'components/ContentFileNames' + + Il prompt engineering - ingegneria dei prompt - è una disciplina relativamente nuova per lo sviluppo e l'ottimizzazione dei prompt per utilizzare in modo efficiente i modelli linguistici (LM) per un'ampia varietà di applicazioni e argomenti di ricerca. Le competenze di prompt engineering aiutano a comprendere meglio le capacità e i limiti dei modelli di linguaggio di grandi dimensioni (LLM). I ricercatori utilizzano il prompt engineering per migliorare la capacità degli LLM su un'ampia gamma di attività comuni e complesse come la risposta alle domande e il ragionamento aritmetico. Gli sviluppatori utilizzano il prompt engineering per progettare tecniche di prompt robuste ed efficaci che si interfacciano con LLM e altri strumenti. @@ -7,3 +10,6 @@ Le competenze di prompt engineering aiutano a comprendere meglio le capacità e Questa guida copre le nozioni di base dei prompt per fornire un'idea approssimativa di come utilizzare i prompt per interagire e istruire modelli di linguaggi di grandi dimensioni (LLM). Tutti gli esempi sono testati con `gpt-3.5-turbo` utilizzando il playground di OpenAI se non diversamente specificato. Utilizza le configurazioni predefinite, ovvero `temperature=1` e `top_p=1`. Gli esempi dovrebbero funzionare anche con altri modelli che hanno capacità simili a quelle di `gpt-3.5-turbo` ma le loro risposte potrebbero essere diverse. + + + \ No newline at end of file diff --git a/pages/introduction.jp.mdx b/pages/introduction.jp.mdx index 62f6cb9..5a056b5 100644 --- a/pages/introduction.jp.mdx +++ b/pages/introduction.jp.mdx @@ -1,7 +1,12 @@ # はじめに +import ContentFileNames from 'components/ContentFileNames' + + プロンプトエンジニアリングは、言語モデル（LM）を効率的に使用するためのプロンプトの開発と最適化のための比較的新しい学問分野です。プロンプトエンジニアリングのスキルは、大規模な言語モデル（LLM）の能力と限界をより良く理解するのに役立ちます。研究者は、プロンプトエンジニアリングを使用して、質問応答や算術推論などの一般的で複雑なタスクの幅広い範囲でLLMの能力を向上させます。開発者は、プロンプトエンジニアリングを使用して、LLMやその他のツールとインターフェースする堅牢で効果的なプロンプティング技術を設計します。 このガイドでは、プロンプトの基本をカバーし、大規模な言語モデル（LLM）とやり取りして指示する方法の概要を提供します。 -すべての例は、OpenAIのプレイグラウンドを使用した `text-davinci-003` でテストされています。デフォルトの設定、すなわち `temperature = 0.7` および `top-p = 1` を使用しています。 \ No newline at end of file +すべての例は、OpenAIのプレイグラウンドを使用した `text-davinci-003` でテストされています。デフォルトの設定、すなわち `temperature = 0.7` および `top-p = 1` を使用しています。 + + \ No newline at end of file diff --git a/pages/introduction.kr.mdx b/pages/introduction.kr.mdx index ac09e89..d78423c 100644 --- a/pages/introduction.kr.mdx +++ b/pages/introduction.kr.mdx @@ -1,7 +1,12 @@ # Introduction +import ContentFileNames from 'components/ContentFileNames' + + 프롬프트 엔지니어링은 다양한 어플리케이션과 연구 주제에 언어 모델(LMs)을 효율적으로 사용할 수 있도록 프롬프트를 개발하고 최적화하는 비교적 새로운 분야입니다. 프롬프트 엔지니어링 기술은 대규모 언어 모델(LLMs)의 기능과 한계를 더 잘 이해하는 데 도움이 됩니다. 연구자들은 프롬프트 엔지니어링을 사용하여 질문 답변 및 산술 추론과 같은 일반적이고 복잡한 다양한 작업에서 LLMs의 역량을 향상시킵니다. 개발자는 프롬프트 엔지니어링을 사용하여 LLMs 및 기타 도구와 인터페이스하는 강력하고 효과적인 프롬프트 기술을 설계합니다. 이 가이드는 프롬프트의 기본 사항을 다루며 프롬프트를 사용하여 대규모 언어 모델(LLMs)과 상호 작용하고 지시하는 방법에 대한 개략적인 아이디어를 제공합니다. -모든 예제는 달리 명시되지 않는 한 `text-davinci-003`(OpenAI의 플레이그라운드 사용)으로 테스트되었습니다. 기본 구성, 즉 `temperature=0.7` 및 `top-p=1`을 사용합니다. \ No newline at end of file +모든 예제는 달리 명시되지 않는 한 `text-davinci-003`(OpenAI의 플레이그라운드 사용)으로 테스트되었습니다. 기본 구성, 즉 `temperature=0.7` 및 `top-p=1`을 사용합니다. + + \ No newline at end of file diff --git a/pages/introduction.pt.mdx b/pages/introduction.pt.mdx index 7bcd551..648054d 100644 --- a/pages/introduction.pt.mdx +++ b/pages/introduction.pt.mdx @@ -1,7 +1,12 @@ # Introdução +import ContentFileNames from 'components/ContentFileNames' + + A engenharia de prompts é uma disciplina relativamente nova para desenvolver e otimizar prompts para usar eficientemente modelos de linguagem (LMs) para uma ampla variedade de aplicativos e tópicos de pesquisa. As habilidades imediatas de engenharia ajudam a entender melhor os recursos e as limitações dos modelos de linguagem grandes (LLMs). Os pesquisadores usam a engenharia de prompt para melhorar a capacidade dos LLMs em uma ampla gama de tarefas comuns e complexas, como resposta a perguntas e raciocínio aritmético. Os desenvolvedores usam engenharia de prompt para projetar técnicas de prompt robustas e eficazes que fazem interface com LLMs e outras ferramentas. Este guia aborda os fundamentos dos prompts para fornecer uma ideia aproximada de como utiliza-los para interagir e instruir modelos de linguagem grandes (LLMs). -Todos os exemplos são testados com `text-davinci-003` (usando o playground do OpenAI), a menos que especificado de outra forma. Ele usa as configurações padrão, ou seja, `temperatura=0.7` e `top-p=1`. \ No newline at end of file +Todos os exemplos são testados com `text-davinci-003` (usando o playground do OpenAI), a menos que especificado de outra forma. Ele usa as configurações padrão, ou seja, `temperatura=0.7` e `top-p=1`. + + \ No newline at end of file diff --git a/pages/introduction.ru.mdx b/pages/introduction.ru.mdx index 3674eaa..d8d3725 100644 --- a/pages/introduction.ru.mdx +++ b/pages/introduction.ru.mdx @@ -1,7 +1,12 @@ # Введение +import ContentFileNames from 'components/ContentFileNames' + + Промпт-инжиниринг - это относительно новая дисциплина разработки и оптимизации промптов для эффективного использования языковых моделей (LM) в широком спектре приложений и исследовательских тем. Навыки промпт-инжиниринга помогают лучше понять возможности и ограничения больших языковых моделей (LLM). Исследователи используют промпт-инжиниринг для улучшения возможностей LLM на широком спектре общих и сложных задач, таких как вопросно-ответная система и арифметическое рассуждение. Разработчики используют промпт-инжиниринг для разработки надежных и эффективных методов промптинга, взаимодействующих с LLM и другими инструментами. Это руководство охватывает основы промптов, чтобы дать общее представление о том, как использовать промпты для взаимодействия и командования LLM. -Все примеры протестированы с использованием `text-davinci-003` на [площадке OpenAI](https://platform.openai.com/playground), если не указано иное. Модель использует конфигурации по умолчанию, т.е. `temperature=0.7` и `top-p=1`. \ No newline at end of file +Все примеры протестированы с использованием `text-davinci-003` на [площадке OpenAI](https://platform.openai.com/playground), если не указано иное. Модель использует конфигурации по умолчанию, т.е. `temperature=0.7` и `top-p=1`. + + \ No newline at end of file diff --git a/pages/introduction.tr.mdx b/pages/introduction.tr.mdx index 61977bb..660fe7b 100644 --- a/pages/introduction.tr.mdx +++ b/pages/introduction.tr.mdx @@ -1,7 +1,12 @@ # Giriş +import ContentFileNames from 'components/ContentFileNames' + + İstem mühendisliği, dil modellerini (LM'ler) çeşitli uygulamalar ve araştırma konuları için verimli bir şekilde kullanmak üzere istemleri geliştirme ve optimize etme konusunda nispeten yeni bir disiplindir. İstem mühendisliği becerileri, büyük dil modellerinin (LLM'ler) yeteneklerini ve sınırlamalarını daha iyi anlamaya yardımcı olur. Araştırmacılar, istem mühendisliğini, soru cevaplama ve aritmetik akıl yürütme gibi çeşitli ortak ve karmaşık görevlerde LLM'lerin kapasitesini artırmak için kullanırlar. Geliştiriciler, LLM'ler ve diğer araçlarla arayüz sağlayan sağlam ve etkili istem teknikleri tasarlamak için istem mühendisliğini kullanır. Bu kılavuz, LLM'leri ile etkileşim kurmak ve yönlendirmek için istemleri nasıl kullanacağınıza dair genel bir fikir vermek üzere istemlerin temellerini kapsar. -Tüm örnekler, aksi belirtilmedikçe `text-davinci-003` kullanılarak [OpenAI's playground](https://platform.openai.com/playground) üzerinde test edilmiştir. Model, varsayılan yapılandırmaları kullanır, yani `temperature=0.7` ve `top-p=1`. \ No newline at end of file +Tüm örnekler, aksi belirtilmedikçe `text-davinci-003` kullanılarak [OpenAI's playground](https://platform.openai.com/playground) üzerinde test edilmiştir. Model, varsayılan yapılandırmaları kullanır, yani `temperature=0.7` ve `top-p=1`. + + \ No newline at end of file diff --git a/pages/introduction.zh.mdx b/pages/introduction.zh.mdx index 9a33a6e..78bc348 100644 --- a/pages/introduction.zh.mdx +++ b/pages/introduction.zh.mdx @@ -1,7 +1,12 @@ # 提示工程简介 +import ContentFileNames from 'components/ContentFileNames' + + 提示工程是一个较新的学科，应用于开发和优化提示词（Prompt），帮助用户有效地将语言模型用于各种应用场景和研究领域。掌握了提示工程相关技能将有助于用户更好地了解大型语言模型的能力和局限性。研究人员可利用提示工程来提高大语言模型处理复杂任务场景的能力，如问答和算术推理能力。开发人员可通过提示工程设计和研发出强大的技术，实现和大语言模型或其他生态工具的高效接轨。 本指南介绍了提示词相关的基础知识，帮助用户了解如何通过提示词和大语言模型进行交互并提供指导建议。 除非特别说明，本指南默认所有示例都是基于 OpenAI 的大语言模型 `text-davinci-003` 进行测试，并且使用该模型的默认配置，如 `temperature=0.7` 和 `top-p=1` 等。 + + \ No newline at end of file diff --git a/pages/models.ca.mdx b/pages/models.ca.mdx index f1fc3d1..1d37e47 100644 --- a/pages/models.ca.mdx +++ b/pages/models.ca.mdx @@ -1,9 +1,9 @@ -# Models +# Model Prompting Guides import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + En aquesta secció, tractarem alguns dels models de llenguatge més recents i com apliquen amb èxit les tècniques d'enginyeria de prompts més avançades i actuals. A més, cobrim les capacitats d'aquests models en una sèrie de tasques i configuracions de prompts, com ara sol·licituds amb poques mostres (few-shot prompting), sol·licituds sense mostres (zero-shot prompting) i sol·licituds en cadena de pensament (chain-of-thought prompting). Entendre aquestes capacitats és important per comprendre les limitacions d'aquests models i com utilitzar-los de manera efectiva. - - Aquesta secció està en plena fase de desenvolupament. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/models.de.mdx b/pages/models.de.mdx index bc2c61f..a4779e6 100644 --- a/pages/models.de.mdx +++ b/pages/models.de.mdx @@ -3,28 +3,8 @@ import { Callout } from 'nextra-theme-docs'; import { Cards, Card } from 'nextra-theme-docs'; import { FilesIcon } from 'components/icons'; +import ContentFileNames from 'components/ContentFileNames' In diesem Abschnitt werden wir einige der neuesten Sprachmodelle behandeln und wie sie die neuesten und fortschrittlichsten Techniken im Prompting erfolgreich anwenden. Zusätzlich gehen wir auf die Fähigkeiten dieser Modelle bei einer Reihe von Aufgaben und Prompting-Setups ein, wie etwa Few-Shot Prompting, Zero-Shot Prompting und Chain-of-Thought Prompting. Das Verständnis dieser Fähigkeiten ist wichtig, um die Grenzen dieser Modelle zu verstehen und wie man sie effektiv einsetzt. - - } title="Flan" href="/models/flan" /> - } title="ChatGPT" href="/models/chatgpt" /> - } title="LLaMA" href="/models/llama" /> - } title="GPT-4" href="/models/gpt-4" /> - } - title="Mistral 7B" - href="/models/mistral-7b" - /> - } title="Gemini" href="/models/gemini" /> - } - title="Phi-2" - href="/models/phi-2" - /> - } - title="LLM-Sammlung" - href="/models/collection" - /> - + \ No newline at end of file diff --git a/pages/models.en.mdx b/pages/models.en.mdx index c2903e6..955830b 100644 --- a/pages/models.en.mdx +++ b/pages/models.en.mdx @@ -3,49 +3,8 @@ import { Callout } from 'nextra-theme-docs' import {Cards, Card} from 'nextra-theme-docs' import {FilesIcon} from 'components/icons' +import ContentFileNames from 'components/ContentFileNames' In this section, we will cover some of the recent language models and how they successfully apply the latest and most advanced prompting engineering techniques. In addition, we cover capabilities of these models on a range of tasks and prompting setups like few-shot prompting, zero-shot prompting, and chain-of-thought prompting. Understanding these capabilities are important to understand the limitations of these models and how to use them effectively. - - - } - title="Flan" - href="/models/flan" - /> - } - title="ChatGPT" - href="/models/chatgpt" - /> - } - title="Llama" - href="/models/llama" - /> - } - title="GPT-4" - href="/models/gpt-4" - /> - } - title="Mistral 7B" - href="/models/mistral-7b" - /> - } - title="Gemini" - href="/models/gemini" - /> - } - title="Phi-2" - href="/models/phi-2" - /> - } - title="LLM Collection" - href="/models/collection" - /> - \ No newline at end of file + \ No newline at end of file diff --git a/pages/models.es.mdx b/pages/models.es.mdx index f30f723..e6cb461 100644 --- a/pages/models.es.mdx +++ b/pages/models.es.mdx @@ -1,9 +1,9 @@ # Modelos import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + En esta sección, cubriremos algunos de los modelos de lenguaje más recientes y cómo aplican con éxito las últimas y más avanzadas técnicas de ingeniería de generación de texto. Además, abarcamos las capacidades de estos modelos en una variedad de tareas y configuraciones de generación de texto, como la generación de texto con pocos ejemplos, la generación de texto sin ejemplos y la generación de texto de encadenamiento de pensamiento. Comprender estas capacidades es importante para entender las limitaciones de estos modelos y cómo utilizarlos de manera efectiva. - -Esta sección está en pleno desarrollo. - + \ No newline at end of file diff --git a/pages/models.fi.mdx b/pages/models.fi.mdx index 620fd5b..fcec94b 100644 --- a/pages/models.fi.mdx +++ b/pages/models.fi.mdx @@ -1,9 +1,8 @@ # Mallit import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' Tässä osiossa käsittelemme joitakin viimeaikaisia kielimalleja ja kuinka ne soveltavat menestyksekkäästi uusimpia ja edistyneimpiä kehotteita. Lisäksi tarkastelemme näiden mallien suorituskykyä monenlaisissa tehtävissä ja ohjausasetuksissa, kuten vähäisessä ohjauksessa, nollaohjauksessa ja ajatusketjuohjauksessa. Näiden kykyjen ymmärtäminen on tärkeää tunnistaaksemme mallien rajoitukset ja kuinka niitä voidaan käyttää tehokkaasti. - - Tämä osa sivustoa kehittyy jatkuvasti. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/models.fr.mdx b/pages/models.fr.mdx index 4e8217f..a830033 100644 --- a/pages/models.fr.mdx +++ b/pages/models.fr.mdx @@ -1,9 +1,10 @@ # Models import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Dans cette section, nous aborderons certains des modèles de langage récents et comment ils appliquent avec succès les techniques les plus avancées de prompting engineering.Nous couvrirons également les capacités de ces modèles sur une gamme de tâches et de configurations de promptage, telles que le promptage à quelques exemples, le promptage à zéro exemple et le promptage en chaîne de pensées. Comprendre ces capacités est important pour comprendre les limites de ces modèles et comment les utiliser efficacement. - - Cette section est en plein développement. - \ No newline at end of file + + \ No newline at end of file diff --git a/pages/models.it.mdx b/pages/models.it.mdx index 74d4ae6..a380f4c 100644 --- a/pages/models.it.mdx +++ b/pages/models.it.mdx @@ -1,9 +1,9 @@ # Modelli import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + In questa sezione, verranno illustrati alcuni dei recenti modelli linguistici e il modo in cui essi applicano con successo le più recenti e avanzate tecniche di prompting. Inoltre, vengono descritte le capacità di questi modelli su una serie di compiti e configurazioni di prompt, come il prompt a pochi colpi, il prompt a zero colpi e il prompt a catena di pensieri. La comprensione di queste capacità è importante per capire i limiti di questi modelli e come utilizzarli in modo efficace. - - Questa sezione è in fase di forte sviluppo. - + \ No newline at end of file diff --git a/pages/models.jp.mdx b/pages/models.jp.mdx index 9e967d4..11ca661 100644 --- a/pages/models.jp.mdx +++ b/pages/models.jp.mdx @@ -1,9 +1,9 @@ # モデル import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + このセクションでは、最近の言語モデルを取り上げ、それらがどのように最新かつ最も高度なプロンプト工学技術をうまく適用しているかを説明します。さらに、これらの言語モデルの能力を、様々なタスクやプロンプトの設定、例えばfew-shotプロンプト、zero-shotプロンプト、chain-of-thoughtプロンプトについて説明します。これらの機能を理解することは、これらのモデルの限界を理解し、効果的に使用する方法として重要です。 - - このセクションは、現在開発が進んでいます。 - \ No newline at end of file + \ No newline at end of file diff --git a/pages/models.kr.mdx b/pages/models.kr.mdx index 5678524..0f77528 100644 --- a/pages/models.kr.mdx +++ b/pages/models.kr.mdx @@ -1,9 +1,10 @@ # Models import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + 이 장에서는 몇 가지 최신 언어 모델과 이 모델들이 최신의 첨단 프롬프트 엔지니어링 기법을 효과적으로 적용하는 방법을 다룹니다. 또한 few-shot prompting, zero-shot prompting, and chain-of-thought prompting과 같은 다양한 작업 및 프롬프트 설정에 대한 이러한 모델의 기능에 대해서도 다룹니다. 이러한 기능을 이해하는 것은 모델들의 한계를 이해하고 효과적으로 사용하는데 중요합니다. - - This section is under heavy development. - \ No newline at end of file + + \ No newline at end of file diff --git a/pages/models.pt.mdx b/pages/models.pt.mdx index 4ccadfc..57c5597 100644 --- a/pages/models.pt.mdx +++ b/pages/models.pt.mdx @@ -1,9 +1,9 @@ # Modelos import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Nesta seção, abordaremos alguns dos modelos de linguagem recentes e como eles aplicam com êxito as técnicas de engenharia de solicitação mais recentes e avançadas. Além disso, abordamos os recursos desses modelos em uma variedade de tarefas e configurações de solicitação, como solicitação de poucos disparos, solicitação de disparo zero e solicitação de cadeia de pensamento. Entender esses recursos é importante para entender as limitações desses modelos e como usá-los de forma eficaz. - - Esta seção está em intenso desenvolvimento. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/models.tr.mdx b/pages/models.tr.mdx index a1d7476..2e527cd 100644 --- a/pages/models.tr.mdx +++ b/pages/models.tr.mdx @@ -1,9 +1,9 @@ # Modeller import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Bu bölümde, en yeni dil modellerinden bazılarını ve bunların en yeni ve en gelişmiş yönlendirme mühendisliği tekniklerini nasıl başarıyla uyguladıklarını ele alacağız. Ek olarak, bu modellerin bir dizi görevdeki yeteneklerini ve az örnekli yönlendirme, sıfır örnekli yönlendirme ve düşünce zinciri yönlendirmesi gibi komut istemi kurulumlarını ele alıyoruz. Bu yetenekleri anlamak, bu modellerin sınırlamalarını ve bunların nasıl etkili bir şekilde kullanılacağını anlamak için önemlidir. - - Bu bölüm yoğun bir geliştirme aşamasındadır. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/models.zh.mdx b/pages/models.zh.mdx index 2df36b1..39cce47 100644 --- a/pages/models.zh.mdx +++ b/pages/models.zh.mdx @@ -1,9 +1,9 @@ # 模型 import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + 在本节中，我们将介绍一些最近的语言模型以及它们如何成功地应用最新和最先进的提示工程技术。此外，我们还将介绍这些模型在各种任务和提示设置（如少样本提示、零样本提示和思维链提示）中的能力。了解这些能力对于理解这些模型的局限性以及如何有效地使用它们非常重要。 - - 本节正在大力开发中。 - \ No newline at end of file + \ No newline at end of file diff --git a/pages/research.ca.mdx b/pages/research.ca.mdx index 156205a..2ba90a9 100644 --- a/pages/research.ca.mdx +++ b/pages/research.ca.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.de.mdx b/pages/research.de.mdx index 156205a..5a1dc9a 100644 --- a/pages/research.de.mdx +++ b/pages/research.de.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.en.mdx b/pages/research.en.mdx index 093cca5..b672dff 100644 --- a/pages/research.en.mdx +++ b/pages/research.en.mdx @@ -2,17 +2,11 @@ import {Cards, Card} from 'nextra-theme-docs' import {FilesIcon} from 'components/icons' - +import ContentFileNames from 'components/ContentFileNames' In this section, we regularly highlight miscellaneous and interesting research findings about how to better work with large language models (LLMs). It include new tips, insights and developments around important LLM research areas such as scaling, agents, efficiency, hallucination, architectures, prompt injection, and much more. LLM research and AI research in general is moving fast so we hope that this resource can help both researchers and developers stay ahead of important developments. We also welcome contributions to this section if you would like to highlight an exciting finding about your research or experiments. - - } - title="Trustworthiness in LLMs" - href="/research/trustworthiness-in-llms" - /> - + diff --git a/pages/research.es.mdx b/pages/research.es.mdx index 156205a..1bb5bf8 100644 --- a/pages/research.es.mdx +++ b/pages/research.es.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.fi.mdx b/pages/research.fi.mdx index 156205a..1d2bbc1 100644 --- a/pages/research.fi.mdx +++ b/pages/research.fi.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.fr.mdx b/pages/research.fr.mdx index 156205a..09210b3 100644 --- a/pages/research.fr.mdx +++ b/pages/research.fr.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.it.mdx b/pages/research.it.mdx index 156205a..e914af0 100644 --- a/pages/research.it.mdx +++ b/pages/research.it.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.jp.mdx b/pages/research.jp.mdx index 156205a..ac843f2 100644 --- a/pages/research.jp.mdx +++ b/pages/research.jp.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.kr.mdx b/pages/research.kr.mdx index 156205a..45b7af3 100644 --- a/pages/research.kr.mdx +++ b/pages/research.kr.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.pt.mdx b/pages/research.pt.mdx index 156205a..88c1e15 100644 --- a/pages/research.pt.mdx +++ b/pages/research.pt.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.ru.mdx b/pages/research.ru.mdx index 156205a..323b492 100644 --- a/pages/research.ru.mdx +++ b/pages/research.ru.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.tr.mdx b/pages/research.tr.mdx index 156205a..d7168b8 100644 --- a/pages/research.tr.mdx +++ b/pages/research.tr.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research.zh.mdx b/pages/research.zh.mdx index 156205a..9be8796 100644 --- a/pages/research.zh.mdx +++ b/pages/research.zh.mdx @@ -1,3 +1,7 @@ # LLM Research Findings -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. \ No newline at end of file +import ContentFileNames from 'components/ContentFileNames' + +This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. + + \ No newline at end of file diff --git a/pages/research/trustworthiness-in-llms.en.mdx b/pages/research/trustworthiness-in-llms.en.mdx index 240efaa..9d411a7 100644 --- a/pages/research/trustworthiness-in-llms.en.mdx +++ b/pages/research/trustworthiness-in-llms.en.mdx @@ -58,6 +58,4 @@ Code: https://github.com/HowieHwong/TrustLLM ## References - - Image Source / Paper: [TrustLLM: Trustworthiness in Large Language Models](https://arxiv.org/abs/2401.05561) (10 Jan 2024) \ No newline at end of file diff --git a/pages/risks.ca.mdx b/pages/risks.ca.mdx index a8bc977..fb9176a 100644 --- a/pages/risks.ca.mdx +++ b/pages/risks.ca.mdx @@ -1,11 +1,10 @@ # Riscs i Mal ús import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' Ja hem vist com de efectives poden ser els prompts ben dissenyats per a diverses tasques utilitzant tècniques com l'aprenentatge amb poques mostres i l'encadenament de pensaments. A mesura que pensem en construir aplicacions reals basades en LLMs, esdevé crucial reflexionar sobre els mal ús, riscs i pràctiques de seguretat relacionats amb els models de llenguatge. Aquesta secció se centra en destacar alguns dels riscs i mal ús dels LLMs mitjançant tècniques com injeccions de prompts. També destaca comportaments perjudicials i com potencialment mitigar-los mitjançant tècniques de prompts efectives. Altres temes d'interès inclouen generalitzabilitat, calibratge, biaixos, biaixos socials i factualitat, per esmentar-ne alguns. - - Aquesta secció està sota un intens desenvolupament. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/risks.de.mdx b/pages/risks.de.mdx index 690052a..6affd5c 100644 --- a/pages/risks.de.mdx +++ b/pages/risks.de.mdx @@ -3,25 +3,11 @@ import { Callout } from 'nextra-theme-docs'; import { Cards, Card } from 'nextra-theme-docs'; import { FilesIcon } from 'components/icons'; +import ContentFileNames from 'components/ContentFileNames' + Gut formulierte Prompts können zu effektivem Einsatz von LLMs für verschiedene Aufgaben unter Verwendung von Techniken wie Few-Shot-Learning und Chain-of-Thought-Prompts führen. Sobald Sie darüber nachdenken, reale Anwendungen auf Basis von LLMs zu entwickeln, wird es auch entscheidend, über Missbräuche, Risiken und Sicherheitspraktiken im Zusammenhang mit Sprachmodellen nachzudenken. Dieser Abschnitt konzentriert sich darauf, einige der Risiken und Missbräuche von LLMs mittels Techniken wie Prompt-Injektionen hervorzuheben. Es beleuchtet auch schädliche Verhaltensweisen und wie diese möglicherweise durch effektive Prompting-Techniken und Tools wie Moderations-APIs gemildert werden können. Andere interessante Themen umfassen Allgemeingültigkeit, Kalibrierung, Voreingenommenheiten, soziale Verzerrungen und Faktentreue, um nur einige zu nennen. - - } - title="Adversariales Prompting" - href="/risks/adversarial" - /> - } - title="Faktentreue" - href="/risks/factuality" - /> - } - title="Verzerrungen (biases)" - href="/risks/biases" - /> - + \ No newline at end of file diff --git a/pages/risks.en.mdx b/pages/risks.en.mdx index 3aad50b..3f1f3c4 100644 --- a/pages/risks.en.mdx +++ b/pages/risks.en.mdx @@ -3,26 +3,11 @@ import { Callout } from 'nextra-theme-docs' import {Cards, Card} from 'nextra-theme-docs' import {FilesIcon} from 'components/icons' +import ContentFileNames from 'components/ContentFileNames' Well-crafted prompts can lead to effective used of LLMs for various tasks using techniques like few-shot learning and chain-of-thought prompting. As you think about building real-world applications on top of LLMs, it also becomes crucial to think about the misuses, risks, and safety practices involved with language models. This section focuses on highlighting some of the risks and misuses of LLMs via techniques like prompt injections. It also highlights harmful behaviors and how to potentially mitigate them via effective prompting techniques and tools like moderation APIs. Other topics of interest include generalizability, calibration, biases, social biases, and factuality to name a few. - - } - title="Adversarial Prompting" - href="/risks/adversarial" - /> - } - title="Factuality" - href="/risks/factuality" - /> - } - title="Biases" - href="/risks/biases" - /> - + diff --git a/pages/risks.es.mdx b/pages/risks.es.mdx index 00e0f18..beb9a72 100644 --- a/pages/risks.es.mdx +++ b/pages/risks.es.mdx @@ -1,11 +1,12 @@ # Riesgos y Malos Usos import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Ya hemos visto lo efectivos que pueden ser los prompts bien elaborados para varias tareas utilizando técnicas como el aprendizaje de pocos ejemplos (few-shot learning) y el prompting encadenado (chain-of-thought prompting). A medida que pensamos en construir aplicaciones del mundo real sobre modelos de lenguaje de gran escala (LLMs, por sus siglas en inglés), se vuelve crucial pensar en los abusos, riesgos y prácticas de seguridad involucradas con los modelos de lenguaje. Esta sección se enfoca en destacar algunos de los riesgos y abusos de los LLMs a través de técnicas como la inyección de prompts. También destaca comportamientos dañinos y cómo mitigarlos potencialmente mediante técnicas de prompting efectivas. Otros temas de interés incluyen la generalización, la calibración, los sesgos, los sesgos sociales y la veracidad, por nombrar algunos. - -Esta sección está en pleno desarrollo. - + + \ No newline at end of file diff --git a/pages/risks.fi.mdx b/pages/risks.fi.mdx index b6de1c8..d8cb468 100644 --- a/pages/risks.fi.mdx +++ b/pages/risks.fi.mdx @@ -1,11 +1,11 @@ # Riskit ja väärinkäytökset import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Olemme nähneet kuinka tehokkaita hyvin muotoillut kehotteet voivat olla erilaisten tehtävien suorittamiseen tekniikoilla, kuten vähäisen ohjauksen kehottaminen ja ajatusketjuohjaus. Kun mietimme sovellusten rakentamista LLM:ien päälle, on tärkeää pohtia väärinkäytöksiä, riskejä ja turvallisuuskäytäntöjä, jotka liittyvät kielimalleihin. Tämä osio keskittyy korostamaan joitakin LLM:ien riskien ja väärinkäytösten tekniikoita, kuten kehoteinjektiot. Osio tuo esiin myös haitalliset käyttäytymismallit ja sen, kuinka niitä voidaan mahdollisesti lieventää tehokkailla kehotesuunnittelutekniikoilla. Muita kiinnostavia aiheita ovat yleistettävyys, kalibrointi, vinoumat, sosiaaliset vinoumat ja faktuaalisuus, vain muutamia mainitakseni. - - Tämä osa sivustoa kehittyy jatkuvasti. - + diff --git a/pages/risks.fr.mdx b/pages/risks.fr.mdx index 225fa21..c0682b6 100644 --- a/pages/risks.fr.mdx +++ b/pages/risks.fr.mdx @@ -1,11 +1,12 @@ # Risks & Misuses import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Nous avons déjà vu à quel point des prompts bien conçus peuvent être efficaces pour diverses tâches en utilisant des techniques telles que l'apprentissage à quelques exemples et la stimulation de la chaîne de pensée. En envisageant de construire des applications concrètes sur la base de modèles de langage de grande envergure, il est crucial de réfléchir aux utilisations abusives, aux risques et aux pratiques de sécurité liées aux modèles de langage. Cette section met l'accent sur la mise en évidence de certains des risques et abus associés aux LLMs via des techniques telles que les injections de prompts. Elle met également en évidence les comportements préjudiciables et la façon de les atténuer potentiellement grâce à des techniques de prompt efficaces. D'autres sujets d'intérêt comprennent la généralisabilité, l'étalonnage, les biais, les biais sociaux et la factualité, pour n'en nommer que quelques-uns. - - Cette section est en plein développement. - + + \ No newline at end of file diff --git a/pages/risks.it.mdx b/pages/risks.it.mdx index dcc1a86..2a47e77 100644 --- a/pages/risks.it.mdx +++ b/pages/risks.it.mdx @@ -1,11 +1,11 @@ # Rischi e Abusi import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Abbiamo già visto quanto possano essere efficaci i prompt ben fatti per vari compiti, utilizzando tecniche come l'apprendimento a pochi colpi e il prompt a catena di pensieri. Nel momento in cui pensiamo di costruire applicazioni reali sulla base dei LLM, diventa fondamentale riflettere sugli usi impropri, sui rischi e sulle pratiche di sicurezza che i modelli linguistici comportano. Questa sezione si concentra sull'evidenziazione di alcuni rischi e usi impropri degli LLM attraverso tecniche come le iniezioni di prompt. Vengono inoltre evidenziati i comportamenti dannosi e le modalità per mitigarli potenzialmente attraverso tecniche di prompting efficaci. Altri argomenti di interesse sono la generalizzabilità, la calibrazione, i pregiudizi, i pregiudizi sociali e la fattualità, per citarne alcuni. - - Questa sezione è in fase di forte sviluppo. - + diff --git a/pages/risks.jp.mdx b/pages/risks.jp.mdx index 007828d..c695a92 100644 --- a/pages/risks.jp.mdx +++ b/pages/risks.jp.mdx @@ -1,11 +1,11 @@ # リスクと誤用 import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + 私たちは、few-shot学習やchain-of-thoughtプロンプトのようなテクニックを使って、うまく作られたプロンプトがさまざまなタスクでいかに効果的であるかをすでに見てきました。LLMの上に実世界のアプリケーションを構築することを考えると、言語モデルの誤用、リスク、安全対策について考えることが非常に重要になります。 このセクションでは、プロンプトインジェクションのような手法によるLLMのリスクと誤用に焦点を当てます。また、有害な行動と、効果的なプロンプト技術によってそれを軽減する方法についても言及します。その他、一般化可能性、キャリブレーション、バイアス、社会的バイアス、事実性など、興味のあるトピックをいくつか挙げていきます。 - - このセクションは、現在開発が進んでいます。 - + \ No newline at end of file diff --git a/pages/risks.kr.mdx b/pages/risks.kr.mdx index ba15a6b..994d0a9 100644 --- a/pages/risks.kr.mdx +++ b/pages/risks.kr.mdx @@ -1,11 +1,11 @@ # Risks & Misuses import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + 우리는 이미 잘 만들어진 프롬프트가 few-shot learning and chain-of-thought prompting과 같은 기법을 사용하여 다양한 작업에 얼마나 효과적인지 보았습니다. LLMs을 기반으로 실제 어플리케이션을 구축할 때 언어 모델과 관련된 오용, 위험 및 안전 관행에 대해 생각하는 것이 중요해졌습니다. 이 장에서는 프롬프트 삽입과 같은 기술을 통해 LLMs의 몇 가지 위험과 오용을 강조하는 데 중점을 둡니다. 또한 유해한 행동을 지적하고, 효과적인 프롬프트 기술을 통해 이를 잠재적으로 완화할 수 있는 방법을 강조합니다. 그 밖에도 일반화 가능성, 보정, 편향성, 사회적 편견, 사실성 등 다양한 주제를 다룹니다. - - This section is under heavy development. - + diff --git a/pages/risks.pt.mdx b/pages/risks.pt.mdx index 1e3ac52..0f7e16a 100644 --- a/pages/risks.pt.mdx +++ b/pages/risks.pt.mdx @@ -1,11 +1,11 @@ # Riscos e usos indevidos import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Já vimos como os prompts bem elaborados podem ser eficazes para várias tarefas, usando técnicas como aprendizado de poucos tiros e prompts de cadeia de pensamento. À medida que pensamos em construir aplicativos do mundo real sobre LLMs, torna-se crucial pensar sobre os usos indevidos, riscos e práticas de segurança envolvidas com modelos de linguagem. Esta seção se concentra em destacar alguns dos riscos e usos indevidos de LLMs por meio de técnicas como injeções de prompt. Ele também destaca comportamentos nocivos e como potencialmente mitigá-los por meio de técnicas de alerta eficazes. Outros tópicos de interesse incluem generalização, calibração, vieses, vieses sociais e factualidade, para citar alguns. - - Esta seção está em intenso desenvolvimento. - \ No newline at end of file + \ No newline at end of file diff --git a/pages/risks.ru.mdx b/pages/risks.ru.mdx index cc66c54..99af302 100644 --- a/pages/risks.ru.mdx +++ b/pages/risks.ru.mdx @@ -1,11 +1,11 @@ # Риски и неправильное использование import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Мы уже видели, насколько эффективным могут быть хорошо проработанные промпты для различных задач, используя такие техники, как обучение с малым количеством примеров и промптинг на основе цепочки мыслей. Когда мы думаем о создании приложений для реального мира на основе больших языковых моделей (LLM), становится важным задуматься о возможных рисках, неправильном использовании и практиках безопасности, связанных с языковыми моделями. Этот раздел сосредоточен на выявлении некоторых рисков и неправильного использования LLM с помощью таких техник, как внедрение промптов. Он также обращает внимание на вредоносное поведение и потенциальные способы смягчения его с помощью эффективных техник промптинга. Другие интересующие темы включают обобщаемость, калибровку, смещения, социальные предубеждения и достоверность, чтобы назвать некоторые из них. - - Этот раздел находится в активной разработке. - \ No newline at end of file + diff --git a/pages/risks.tr.mdx b/pages/risks.tr.mdx index 63a359c..b55de26 100644 --- a/pages/risks.tr.mdx +++ b/pages/risks.tr.mdx @@ -1,11 +1,11 @@ # Riskler & Kötüye Kullanımlar import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + Az sayıda örnek öğrenme ve düşünce zinciri oluşturma teknikleri gibi teknikleri kullanarak çeşitli görevler için ne kadar etkili olabileceğini gördük. LLM'lerin üzerine gerçek dünya uygulamaları oluşturmayı düşünürken, dil modelleriyle ilgili kötüye kullanım, riskler ve güvenlik uygulamaları hakkında düşünmek hayati önem taşır. Bu bölüm, istem enjeksiyonları gibi teknikler aracılığıyla LLM'lerin risklerini ve kötüye kullanımlarını vurgulamaya odaklanır. Ayrıca zararlı davranışları ve bu tür davranışları etkili istem teknikleri aracılığıyla nasıl hafifletebileceğinizi vurgular. İlgilendiğimiz diğer konular arasında genelleştirilebilirlik, kalibrasyon, önyargılar, sosyal önyargılar ve gerçeklik sayılabilir. - - Bu bölüm yoğun bir geliştirme aşamasındadır. - \ No newline at end of file + diff --git a/pages/risks.zh.mdx b/pages/risks.zh.mdx index 9fe3298..edb7a9d 100644 --- a/pages/risks.zh.mdx +++ b/pages/risks.zh.mdx @@ -1,11 +1,11 @@ # 风险和误用 import { Callout } from 'nextra-theme-docs' +import ContentFileNames from 'components/ContentFileNames' + 我们已经看到了如何使用few-shot学习和链式思考提示等技术来完成各种任务，有效的精心制作的提示是多么的有效。当我们考虑在LLMs之上构建实际应用程序时，思考与语言模型相关的误用、风险和安全实践变得至关重要。 本节重点介绍了通过提示注入等技术来突出LLMs的一些风险和误用。它还强调了有害行为以及如何通过有效的提示技术来潜在地减轻它们。其他感兴趣的主题包括泛化能力、校准、偏见、社会偏见和事实性等等。 - - 本节正在积极开发中。 - \ No newline at end of file + diff --git a/pages/techniques.ca.mdx b/pages/techniques.ca.mdx index c33270e..a930c0f 100644 --- a/pages/techniques.ca.mdx +++ b/pages/techniques.ca.mdx @@ -1,5 +1,9 @@ # Tècniques de Prompts +import ContentFileNames from 'components/ContentFileNames' + Fins ara, hauria de ser evident que ajuda a millorar els prompts per obtenir millors resultats en diferents tasques. Aquesta és la idea principal darrere l'enginyeria de prompts. -Encara que els exemples bàsics eren divertits, en aquesta secció tractem tècniques d'enginyeria de prompts més avançades que ens permeten aconseguir tasques més complexes i interessants. \ No newline at end of file +Encara que els exemples bàsics eren divertits, en aquesta secció tractem tècniques d'enginyeria de prompts més avançades que ens permeten aconseguir tasques més complexes i interessants. + + diff --git a/pages/techniques.de.mdx b/pages/techniques.de.mdx index e5f6892..96ad80b 100644 --- a/pages/techniques.de.mdx +++ b/pages/techniques.de.mdx @@ -8,85 +8,10 @@ import { FilesIcon, } from 'components/icons'; +import ContentFileNames from 'components/ContentFileNames' + Das Prompt-Engineering hilft dabei, Prompts effektiv zu gestalten und zu verbessern, um bessere Ergebnisse bei verschiedenen Aufgaben mit LLMs zu erzielen. Während die vorherigen grundlegenden Beispiele unterhaltsam waren, behandeln wir in diesem Abschnitt fortgeschrittenere Techniken des Prompt-Engineerings, die es uns ermöglichen, komplexere Aufgaben zu bewältigen und die Zuverlässigkeit und Leistung von LLMs zu verbessern. - - } - title="Zero-Shot Prompting" - href="/techniques/zeroshot" - /> - } - title="Few-Shot Prompting" - href="/techniques/fewshot" - /> - } - title="Chain-of-Thought Prompting" - href="/techniques/cot" - /> - } - title="Selbstkonsistenz" - href="/techniques/consistency" - /> - } - title="Generiertes Wissens-Prompting" - href="/techniques/knowledge" - /> - } - title="Prompt-Verkettung" - href="/techniques/prompt_chaining" - /> - } - title="Tree of Thoughts Prompting" - href="/techniques/tot" - /> - } - title="Retrieval Augmented Generation" - href="/techniques/rag" - /> - } - title="Automatic Reasoning and Tool-Use" - href="/techniques/art" - /> - } - title="Automatic Prompt Engineer" - href="/techniques/ape" - /> - } - title="Active-Prompt" - href="/techniques/activeprompt" - /> - } - title="Direct Stimulus Prompting" - href="/techniques/dsp" - /> - } - title="Program-Aided Language" - href="/techniques/pal" - /> - } title="ReAct" href="/techniques/react" /> - } - title="Multimodal CoT" - href="/techniques/multimodalcot" - /> - } - title="Graph-Prompting" - href="/techniques/graph" - /> - + diff --git a/pages/techniques.en.mdx b/pages/techniques.en.mdx index 5f62b43..51f74e8 100644 --- a/pages/techniques.en.mdx +++ b/pages/techniques.en.mdx @@ -2,90 +2,10 @@ import {Cards, Card} from 'nextra-theme-docs' import { CardsIcon, OneIcon, WarningIcon, FilesIcon} from 'components/icons' +import ContentFileNames from 'components/ContentFileNames' Prompt Engineering helps to effectively design and improve prompts to get better results on different tasks with LLMs. While the previous basic examples were fun, in this section we cover more advanced prompting engineering techniques that allow us to achieve more complex tasks and improve reliability and performance of LLMs. - - } - title="Zero-Shot Prompting" - href="/techniques/zeroshot" - /> - } - title="Few-Shot Prompting" - href="/techniques/fewshot" - /> - } - title="Chain-of-Thought Prompting" - href="/techniques/cot" - /> - } - title="Self-Consistency" - href="/techniques/consistency" - /> - } - title="General Knowledge Prompting" - href="/techniques/knowledge" - /> - } - title="Prompt Chaining" - href="/techniques/prompt_chaining" - /> - } - title="Tree of Thoughts Prompting" - href="/techniques/tot" - /> - } - title="Retrieval Augmented Generation" - href="/techniques/rag" - /> - } - title="Automatic Reasoning and Tool-Use" - href="/techniques/art" - /> - } - title="Automatic Prompt Engineer" - href="/techniques/ape" - /> - } - title="Active-Prompt" - href="/techniques/activeprompt" - /> - } - title="Direct Stimulus Prompting" - href="/techniques/dsp" - /> - } - title="Program-Aided Language" - href="/techniques/pal" - /> - } - title="ReAct" - href="/techniques/react" - /> - } - title="Multimodal CoT" - href="/techniques/multimodalcot" - /> - } - title="Graph Prompting" - href="/techniques/graph" - /> - \ No newline at end of file + diff --git a/pages/techniques.es.mdx b/pages/techniques.es.mdx index 852a3f9..e1dd5b5 100644 --- a/pages/techniques.es.mdx +++ b/pages/techniques.es.mdx @@ -1,5 +1,9 @@ # Técnicas de prompting +import ContentFileNames from 'components/ContentFileNames' + A estas alturas, debería ser obvio que mejorar los prompts ayuda a obtener mejores resultados en diferentes tareas. Esa es la idea principal detrás de la ingeniería de prompts. Si bien los ejemplos básicos fueron divertidos, en esta sección cubriremos técnicas más avanzadas de ingeniería de prompts que nos permiten lograr tareas más complejas e interesantes. + + diff --git a/pages/techniques.fi.mdx b/pages/techniques.fi.mdx index f069a34..770485b 100644 --- a/pages/techniques.fi.mdx +++ b/pages/techniques.fi.mdx @@ -1,5 +1,9 @@ # Kehotesuunnittelutekniikat +import ContentFileNames from 'components/ContentFileNames' + Tähän mennessä pitäisi olla selvää, että kehotteiden parantaminen auttaa saamaan parempia tuloksia eri tehtävissä. Se on koko kehotesuunnittelun idea. -Vaikka perusesimerkit olivat hauskoja, tässä osiossa käsittelemme edistyneempiä kehotesuunnittelutekniikoita, joiden avulla voimme suorittaa monimutkaisempia ja mielenkiintoisempia tehtäviä. \ No newline at end of file +Vaikka perusesimerkit olivat hauskoja, tässä osiossa käsittelemme edistyneempiä kehotesuunnittelutekniikoita, joiden avulla voimme suorittaa monimutkaisempia ja mielenkiintoisempia tehtäviä. + + diff --git a/pages/techniques.fr.mdx b/pages/techniques.fr.mdx index 7c855bf..1cf2f83 100644 --- a/pages/techniques.fr.mdx +++ b/pages/techniques.fr.mdx @@ -1,5 +1,10 @@ # Prompting Techniques +import ContentFileNames from 'components/ContentFileNames' + + À ce stade, il devrait être évident que l'amélioration des prompts contribue à obtenir de meilleurs résultats sur différentes tâches. C'est l'idée principale derrière l'ingénierie de prompts. -Bien que les exemples de base aient été amusants, dans cette section, nous abordons des techniques plus avancées d'ingénierie de prompts qui nous permettent d'accomplir des tâches plus complexes et intéressantes. \ No newline at end of file +Bien que les exemples de base aient été amusants, dans cette section, nous abordons des techniques plus avancées d'ingénierie de prompts qui nous permettent d'accomplir des tâches plus complexes et intéressantes. + + diff --git a/pages/techniques.it.mdx b/pages/techniques.it.mdx index b524fd2..d183e1b 100644 --- a/pages/techniques.it.mdx +++ b/pages/techniques.it.mdx @@ -2,90 +2,10 @@ import {Cards, Card} from 'nextra-theme-docs' import { CardsIcon, OneIcon, WarningIcon, FilesIcon} from 'components/icons' +import ContentFileNames from 'components/ContentFileNames' L'ingegneria dei prompt aiuta a progettare e migliorare efficacemente i prompt per ottenere risultati migliori in diversi compiti con gli LLM. Se gli esempi di base sono stati divertenti, in questa sezione tratteremo tecniche più avanzate di ingegneria dei prompt, che ci permettono di realizzare compiti più complessi e di migliorare l'affidabilità e le prestazioni degli LLM. - - } - title="Zero-Shot Prompting" - href="/techniques/zeroshot" - /> - } - title="Few-Shot Prompting" - href="/techniques/fewshot" - /> - } - title="Chain-of-Thought Prompting" - href="/techniques/cot" - /> - } - title="Self-Consistency" - href="/techniques/consistency" - /> - } - title="General Knowledge Prompting" - href="/techniques/knowledge" - /> - } - title="Prompt Chaining" - href="/techniques/prompt_chaining" - /> - } - title="Tree of Thoughts Prompting" - href="/techniques/tot" - /> - } - title="Retrieval Augmented Generation" - href="/techniques/rag" - /> - } - title="Automatic Reasoning and Tool-Use" - href="/techniques/art" - /> - } - title="Automatic Prompt Engineer" - href="/techniques/ape" - /> - } - title="Active-Prompt" - href="/techniques/activeprompt" - /> - } - title="Direct Stimulus Prompting" - href="/techniques/dsp" - /> - } - title="Program-Aided Language" - href="/techniques/pal" - /> - } - title="ReAct" - href="/techniques/react" - /> - } - title="Multimodal CoT" - href="/techniques/multimodalcot" - /> - } - title="Graph Prompting" - href="/techniques/graph" - /> - + diff --git a/pages/techniques.jp.mdx b/pages/techniques.jp.mdx index d3452f2..5ac60fa 100644 --- a/pages/techniques.jp.mdx +++ b/pages/techniques.jp.mdx @@ -1,5 +1,9 @@ # プロンプトエンジニアリング技術 +import ContentFileNames from 'components/ContentFileNames' + この時点で明らかになっているように、異なるタスクでより良い結果を得るために、プロンプトを改善することが役立つことがわかりました。これがプロンプトエンジニアリングのアイデア全体です。 -基本的な例は楽しかったですが、このセクションでは、より高度なプロンプトエンジニアリング技術を紹介し、より複雑で興味深いタスクを達成することができます。 \ No newline at end of file +基本的な例は楽しかったですが、このセクションでは、より高度なプロンプトエンジニアリング技術を紹介し、より複雑で興味深いタスクを達成することができます。 + + diff --git a/pages/techniques.kr.mdx b/pages/techniques.kr.mdx index d8ea39f..12bf0f9 100644 --- a/pages/techniques.kr.mdx +++ b/pages/techniques.kr.mdx @@ -1,5 +1,9 @@ # Prompting Techniques +import ContentFileNames from 'components/ContentFileNames' + 이쯤 되면 프롬프트를 개선하여 다양한 작업에서 더 나은 결과를 얻는 것이 도움이 된다는 것이 분명해졌을 것입니다. 이것이 바로 프롬프트 엔지니어링의 기본 개념입니다. -기본적인 예제는 재미있었지만, 이 장에서는 더 복잡하고 흥미로운 작업을 수행할 수 있는 고급 프롬프트 엔지니어링 기법을 다룹니다. \ No newline at end of file +기본적인 예제는 재미있었지만, 이 장에서는 더 복잡하고 흥미로운 작업을 수행할 수 있는 고급 프롬프트 엔지니어링 기법을 다룹니다. + + diff --git a/pages/techniques.pt.mdx b/pages/techniques.pt.mdx index bd638bb..75f2f73 100644 --- a/pages/techniques.pt.mdx +++ b/pages/techniques.pt.mdx @@ -1,5 +1,9 @@ # Técnicas de Prompting +import ContentFileNames from 'components/ContentFileNames' + A essa altura, deve ser óbvio que ajuda a melhorar os prompts para obter melhores resultados em diferentes tarefas. Essa é a ideia por trás da engenharia de prompt. -Embora os exemplos básicos tenham sido divertidos, nesta seção abordamos técnicas de engenharia de solicitação mais avançadas que nos permitem realizar tarefas mais complexas e interessantes. \ No newline at end of file +Embora os exemplos básicos tenham sido divertidos, nesta seção abordamos técnicas de engenharia de solicitação mais avançadas que nos permitem realizar tarefas mais complexas e interessantes. + + diff --git a/pages/techniques.ru.mdx b/pages/techniques.ru.mdx index ae054f2..d6957f5 100644 --- a/pages/techniques.ru.mdx +++ b/pages/techniques.ru.mdx @@ -1,5 +1,10 @@ # Техники промптинга +import ContentFileNames from 'components/ContentFileNames' + + На данном этапе уже становится очевидным, что улучшение формулировки запросов помогает достичь лучших результатов в различных задачах. Вот основная идея, стоящая за техниками промптинга. -Хотя базовые примеры были интересными, в этом разделе мы рассмотрим более продвинутые техники формулировки запросов, которые позволяют нам решать более сложные и интересные задачи. \ No newline at end of file +Хотя базовые примеры были интересными, в этом разделе мы рассмотрим более продвинутые техники формулировки запросов, которые позволяют нам решать более сложные и интересные задачи. + + diff --git a/pages/techniques.tr.mdx b/pages/techniques.tr.mdx index 9550d0a..8e9537c 100644 --- a/pages/techniques.tr.mdx +++ b/pages/techniques.tr.mdx @@ -1,5 +1,9 @@ # İstem Teknikleri +import ContentFileNames from 'components/ContentFileNames' + Bu aşamada, farklı görevlerde daha iyi sonuçlar elde etmek için istemleri geliştirmenin yardımcı olduğu açık olmalıdır. Bu, istem mühendisliğinin tüm fikrinin arkasındadır. -Temel örnekler eğlenceli olsada, bu bölümde daha karmaşık ve ilginç görevler gerçekleştirmemize olanak sağlayan daha gelişmiş istem mühendislik tekniklerini ele alıyoruz. \ No newline at end of file +Temel örnekler eğlenceli olsada, bu bölümde daha karmaşık ve ilginç görevler gerçekleştirmemize olanak sağlayan daha gelişmiş istem mühendislik tekniklerini ele alıyoruz. + + diff --git a/pages/techniques.zh.mdx b/pages/techniques.zh.mdx index 2f7eb37..f64d161 100644 --- a/pages/techniques.zh.mdx +++ b/pages/techniques.zh.mdx @@ -1,5 +1,9 @@ # 提示技术 +import ContentFileNames from 'components/ContentFileNames' + 时至今日，改进提示显然有助于在不同任务上获得更好的结果。这就是提示工程背后的整个理念。 -尽管基础示例很有趣，但在本节中，我们将介绍更高级的提示工程技术，使我们能够完成更复杂和有趣的任务。 \ No newline at end of file +尽管基础示例很有趣，但在本节中，我们将介绍更高级的提示工程技术，使我们能够完成更复杂和有趣的任务。 + +