From 5b9432de6b45a32535c25a4b036e4b8518c2934e Mon Sep 17 00:00:00 2001 From: vtasca <56837288+vtasca@users.noreply.github.com> Date: Thu, 14 Sep 2023 13:35:11 +0200 Subject: [PATCH 01/15] Update rag.en.mdx Correct usage of "its" instead of "it's". --- pages/techniques/rag.en.mdx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pages/techniques/rag.en.mdx b/pages/techniques/rag.en.mdx index 4ca7f88..95fce46 100644 --- a/pages/techniques/rag.en.mdx +++ b/pages/techniques/rag.en.mdx @@ -7,7 +7,7 @@ General-purpose language models can be fine-tuned to achieve several common task For more complex and knowledge-intensive tasks, it's possible to build a language model-based system that accesses external knowledge sources to complete tasks. This enables more factual consistency, improves reliability of the generated responses, and helps to mitigate the problem of "hallucination". -Meta AI researchers introduced a method called [Retrieval Augmented Generation (RAG)](https://ai.facebook.com/blog/retrieval-augmented-generation-streamlining-the-creation-of-intelligent-natural-language-processing-models/) to address such knowledge-intensive tasks. RAG combines an information retrieval component with a text generator model. RAG can be fine-tuned and it's internal knowledge can be modified in an efficient manner and without needing retraining of the entire model. +Meta AI researchers introduced a method called [Retrieval Augmented Generation (RAG)](https://ai.facebook.com/blog/retrieval-augmented-generation-streamlining-the-creation-of-intelligent-natural-language-processing-models/) to address such knowledge-intensive tasks. RAG combines an information retrieval component with a text generator model. RAG can be fine-tuned and its internal knowledge can be modified in an efficient manner and without needing retraining of the entire model. RAG takes an input and retrieves a set of relevant/supporting documents given a source (e.g., Wikipedia). The documents are concatenated as context with the original input prompt and fed to the text generator which produces the final output. This makes RAG adaptive for situations where facts could evolve over time. This is very useful as LLMs's parametric knowledge is static. RAG allows language models to bypass retraining, enabling access to the latest information for generating reliable outputs via retrieval-based generation. @@ -22,4 +22,4 @@ This shows the potential of RAG as a viable option for enhancing outputs of lang More recently, these retriever-based approaches have become more popular and are combined with popular LLMs like ChatGPT to improve capabilities and factual consistency. -You can find a [simple example of how to use retrievers and LLMs for question answering with sources](https://python.langchain.com/docs/use_cases/question_answering/how_to/vector_db_qa) from the LangChain documentation. \ No newline at end of file +You can find a [simple example of how to use retrievers and LLMs for question answering with sources](https://python.langchain.com/docs/use_cases/question_answering/how_to/vector_db_qa) from the LangChain documentation. From 6a21898f068c7db61b1161348962ecbd019eddd4 Mon Sep 17 00:00:00 2001 From: arrowkato Date: Thu, 14 Sep 2023 20:58:59 +0900 Subject: [PATCH 02/15] add: RAG in Japanese --- pages/techniques/rag.jp.mdx | 29 +++++++++++++++++++++++++++-- 1 file changed, 27 insertions(+), 2 deletions(-) diff --git a/pages/techniques/rag.jp.mdx b/pages/techniques/rag.jp.mdx index 8994330..47d2450 100644 --- a/pages/techniques/rag.jp.mdx +++ b/pages/techniques/rag.jp.mdx @@ -1,3 +1,28 @@ -# Retrieval Augmented Generation (RAG) +# 検索により強化された生成 (RAG) -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. \ No newline at end of file +import { Screenshot } from "components/screenshot"; +import RAG from "../../img/rag.png"; + +汎用の言語モデルは、感情分析や名前付きエンティティ認識など、いくつかの一般的なタスクを達成するためにファインチューニングすることができます。これらのタスクは一般的に、追加の背景知識を必要としません。 + +より複雑で知識集約的なタスクの場合、タスクを完遂するために外部の知識ソースにアクセスする言語モデルベースのシステムを構築することができます。これによって、より事実との整合性を向上させ、生成される回答の信頼性が向上し、「幻覚(hallucination)」の問題を軽減することができます。 + +Meta AI の研究者は、このような知識集約型のタスクに対処するために、[RAG(Retrieval Augmented Generation)](https://ai.meta.com/blog/retrieval-augmented-generation-streamlining-the-creation-of-intelligent-natural-language-processing-models/)と呼ばれる手法を考案しました。RAG は情報検索コンポーネントとテキスト生成モデルを組み合わせたものです RAG はファインチューニングが可能で、モデル全体の再トレーニングを必要とせず、効率的な方法で内部の知識を変更することができます。 + + +Image Source: [Lewis ら (2021)](https://arxiv.org/pdf/2005.11401.pdf) + +RAG は入力を受け取り、ソース(例えばウィキペディア)が与えられた関連/証拠立てる文書の集合を検索します。文書は文脈として元の入力プロンプトと連結され、最終的な出力を生成するテキストジェネレータに供給されます。これにより RAG は、事実が時間とともに変化するような状況にも適応できます。LLM のパラメトリック知識は静的であるため、これは非常に有用です。RAG は言語モデルが再学習を回避することを可能にし、検索ベースの(文章)生成によって信頼性の高い出力を生成するための最新情報へのアクセスを可能にします。 + +Lewis ら(2021)は、RAG のための汎用的なファインチューニングのレシピを提案しました。事前に訓練された seq2seq モデルがパラメトリックメモリとして使用され、ウィキペディアの密なベクトルインデックスが(ニューラルで事前に訓練された retriever を使用してアクセスされた)ノンパラメトリックメモリとして使用されます。以下は、このアプローチがどのように機能するかの概要です: + + +Image Source: [Lewis ら (2021)](https://arxiv.org/pdf/2005.11401.pdf) + +RAG は、[Natural Questions](https://ai.google.com/research/NaturalQuestions)、[WebQuestions](https://paperswithcode.com/dataset/webquestions)、CuratedTrec などのいくつかのベンチマークで強力なパフォーマンスを発揮します。RAG は、MS-MARCO や Jeopardy の問題でテストされた場合、より事実に基づいた、具体的で多様な回答を生成します。RAG はまた、FEVER の事実検証の結果を向上させます。 + +これは、知識集約的なタスクにおける言語モデルの出力を強化するための実行可能なオプションとしての RAG の可能性を示しています。 + +最近では、このような retriever のアプローチがより一般的になり、ChatGPT のような一般的な LLM と組み合わせることで、能力と事実との整合性を向上させています。 + +LangChain のドキュメントには、[ソースを使って質問に答えるための retriever と LLM の簡単な使用例](https://python.langchain.com/docs/use_cases/question_answering/how_to/vector_db_qa)が掲載されています。 From f9feab80f33f91056f589dd5b0b0e0a7914d0d2e Mon Sep 17 00:00:00 2001 From: Bhanu Date: Thu, 14 Sep 2023 13:46:31 -0400 Subject: [PATCH 03/15] Update collection.en.mdx Add falcon 180B model and fix 7B link --- pages/models/collection.en.mdx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pages/models/collection.en.mdx b/pages/models/collection.en.mdx index 3a80d5d..7940cf4 100644 --- a/pages/models/collection.en.mdx +++ b/pages/models/collection.en.mdx @@ -8,7 +8,7 @@ This section consists of a collection and summary of notable and foundational LL | Model | Release Date | Size (B) | Checkpoints | Description | | --- | --- | --- | --- | --- | -| [Falcon LLM](https://falconllm.tii.ae/) | May 2023 | 7, 40 | [Falcon-7B](https://huggingface.co/tiiuae), [Falcon-40B](https://huggingface.co/tiiuae/falcon-40b) | Falcon LLM is a foundational large language model (LLM) with 40 billion parameters trained on one trillion tokens. TII has now released Falcon LLM – a 40B model. | +| [Falcon LLM](https://falconllm.tii.ae/) | Sep 2023 | 7, 40, 180 | [Falcon-7B](https://huggingface.co/tiiuae/falcon-7b), [Falcon-40B](https://huggingface.co/tiiuae/falcon-40b), [Falcon-180B](https://huggingface.co/tiiuae/falcon-180B) | Falcon LLM is a foundational large language model (LLM) with 180 billion parameters trained on 3500 Billion tokens. TII has now released Falcon LLM – a 180B model. | | [PaLM 2](https://arxiv.org/abs/2305.10403) | May 2023 | - | - | A Language Model that has better multilingual and reasoning capabilities and is more compute-efficient than its predecessor PaLM. | | [Med-PaLM 2](https://arxiv.org/abs/2305.09617v1) | May 2023 | - | - | Towards Expert-Level Medical Question Answering with Large Language Models | | [Gorilla](https://arxiv.org/abs/2305.15334v1) | May 2023 | 7 | [Gorilla](https://github.com/ShishirPatil/gorilla) | Gorilla: Large Language Model Connected with Massive APIs | @@ -83,4 +83,4 @@ This section consists of a collection and summary of notable and foundational LL This section is under development. -Data adopted from [Papers with Code](https://paperswithcode.com/methods/category/language-models) and the recent work by [Zhao et al. (2023)](https://arxiv.org/pdf/2303.18223.pdf). \ No newline at end of file +Data adopted from [Papers with Code](https://paperswithcode.com/methods/category/language-models) and the recent work by [Zhao et al. (2023)](https://arxiv.org/pdf/2303.18223.pdf). From 94c6734ec8d0949844a6b4f2e1f0e36113832ab1 Mon Sep 17 00:00:00 2001 From: Ritvik19 Date: Sun, 17 Sep 2023 23:01:06 +0530 Subject: [PATCH 04/15] Updated papers.en.mdx --- pages/papers.en.mdx | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/pages/papers.en.mdx b/pages/papers.en.mdx index 36fe3ae..dc7db9e 100644 --- a/pages/papers.en.mdx +++ b/pages/papers.en.mdx @@ -22,6 +22,7 @@ The following are the latest papers (sorted by release date) on prompt engineeri ## Approaches +- [Re-Reading Improves Reasoning in Language Models](https://arxiv.org/abs/2309.06275) (September 2023) - [Graph of Thoughts: Solving Elaborate Problems with Large Language Models](https://arxiv.org/abs/2308.09687v2) (August 2023) - [Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding](https://arxiv.org/abs/2307.15337) (July 2023) - [Focused Prefix Tuning for Controllable Text Generation](https://arxiv.org/abs/2306.00369) (June 2023) @@ -169,6 +170,10 @@ The following are the latest papers (sorted by release date) on prompt engineeri ## Applications +- [Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts](https://arxiv.org/abs/2309.06135) (September 2023) +- [PACE: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis](https://arxiv.org/abs/2309.05833) (September 2023) +- [From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting](https://arxiv.org/abs/2309.04269) (September 2023) +- [Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models](https://arxiv.org/abs/2309.04461) (September 2023) - [Zero-Resource Hallucination Prevention for Large Language Models](https://arxiv.org/abs/2309.02654) (September 2023) - [Certifying LLM Safety against Adversarial Prompting](https://arxiv.org/abs/2309.02772) (September 2023) - [Improving Code Generation by Dynamic Temperature Sampling](https://arxiv.org/abs/2309.02772) (September 2023) From a44b801ed48d20bdd94f0e4be36653fa69e3d863 Mon Sep 17 00:00:00 2001 From: ishaan-jaff Date: Mon, 18 Sep 2023 17:19:41 -0700 Subject: [PATCH 05/15] add example nb using litellm --- notebooks/pe-litellm-intro.ipynb | 351 +++++++++++++++++++++++++++++++ 1 file changed, 351 insertions(+) create mode 100644 notebooks/pe-litellm-intro.ipynb diff --git a/notebooks/pe-litellm-intro.ipynb b/notebooks/pe-litellm-intro.ipynb new file mode 100644 index 0000000..79ef6a7 --- /dev/null +++ b/notebooks/pe-litellm-intro.ipynb @@ -0,0 +1,351 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "MZ01up0p7wOJ" + }, + "source": [ + "## 🚅 liteLLM Demo\n", + "### TLDR: Call 50+ LLM APIs using chatGPT Input/Output format\n", + "https://github.com/BerriAI/litellm\n", + "\n", + "liteLLM is package to simplify calling **OpenAI, Azure, Llama2, Cohere, Anthropic, Huggingface API Endpoints**. LiteLLM manages\n", + "\n", + "* Translating inputs to the provider's `completion()` and `embedding()` endpoints\n", + "* Guarantees consistent output, text responses will always be available at `['choices'][0]['message']['content']`\n", + "* Exception mapping - common exceptions across providers are mapped to the OpenAI exception types\n", + "\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "RZtzCnQS7rW-" + }, + "source": [ + "## Installation and setting Params" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "rsrN5W-N7L8d" + }, + "outputs": [], + "source": [ + "!pip install litellm" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "id": "ArrWyG5b7QAG" + }, + "outputs": [], + "source": [ + "from litellm import completion\n", + "import os" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "bbhJRt34_NJ1" + }, + "source": [ + "## Set your API keys\n", + "- liteLLM reads your .env, env variables or key manager for Auth\n", + "\n", + "Set keys for the models you want to use below" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "-h8Ga5cR7SvV" + }, + "outputs": [], + "source": [ + "# Only set keys for the LLMs you want to use\n", + "os.environ['OPENAI_API_KEY'] = \"\" #@param\n", + "os.environ[\"ANTHROPIC_API_KEY\"] = \"\" #@param\n", + "os.environ[\"AZURE_API_BASE\"] = \"\" #@param\n", + "os.environ[\"AZURE_API_VERSION\"] = \"\" #@param\n", + "os.environ[\"AZURE_API_KEY\"] = \"\" #@param\n", + "os.environ[\"REPLICATE_API_TOKEN\"] = \"\" #@param\n", + "os.environ[\"COHERE_API_KEY\"] = \"\" #@param\n", + "os.environ[\"HF_TOKEN\"] = \"\" #@param" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "MBujGiby8YBu" + }, + "outputs": [], + "source": [ + "messages = [{ \"content\": \"what's the weather in SF\",\"role\": \"user\"}]" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "fhqpKv6L8fBj" + }, + "source": [ + "## Call chatGPT" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "speIkoX_8db4", + "outputId": "331a6c65-f121-4e65-e121-bf8aaad05d9d" + }, + "outputs": [ + { + "data": { + "text/plain": [ + " JSON: {\n", + " \"id\": \"chatcmpl-7vYWJYYUeFuhjCiOjI9JXK6gNmWk3\",\n", + " \"object\": \"chat.completion\",\n", + " \"created\": 1693951747,\n", + " \"model\": \"gpt-3.5-turbo-0613\",\n", + " \"choices\": [\n", + " {\n", + " \"index\": 0,\n", + " \"message\": {\n", + " \"role\": \"assistant\",\n", + " \"content\": \"I apologize, but as an AI language model, I do not have real-time data. However, you can easily find the current weather conditions in San Francisco, California by checking a trusted weather website or using a weather app on your smartphone.\"\n", + " },\n", + " \"finish_reason\": \"stop\"\n", + " }\n", + " ],\n", + " \"usage\": {\n", + " \"prompt_tokens\": 13,\n", + " \"completion_tokens\": 48,\n", + " \"total_tokens\": 61\n", + " }\n", + "}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "completion(model=\"gpt-3.5-turbo\", messages=messages)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "Q3jV1Uxv8zNo" + }, + "source": [ + "## Call Claude-2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "V8yTWYzY8m9S", + "outputId": "8b6dd32d-f9bf-4e89-886d-47cb8020f025" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'choices': [{'finish_reason': 'stop',\n", + " 'index': 0,\n", + " 'message': {'role': 'assistant',\n", + " 'content': \" Unfortunately I do not have enough context to provide the current weather in San Francisco. To get the most accurate weather report, it's helpful if I know details like:\\n\\n- Exact location (city name, zip code, etc)\\n- Time frame (current conditions, forecast for a certain day/week, etc)\\n\\nIf you can provide some more specifics about what weather information you need for San Francisco, I'd be happy to look that up for you!\"}}],\n", + " 'created': 1691880836.974166,\n", + " 'model': 'claude-2',\n", + " 'usage': {'prompt_tokens': 18, 'completion_tokens': 95, 'total_tokens': 113}}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "completion(model=\"claude-2\", messages=messages)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "yu0LPDmW9PJa" + }, + "source": [ + "## Call llama2 on replicate" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "0GWV5mtO9Jbu", + "outputId": "38538825-b271-406d-a437-f5cf0eb7e548" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'choices': [{'finish_reason': 'stop',\n", + " 'index': 0,\n", + " 'message': {'role': 'assistant',\n", + " 'content': ' I\\'m happy to help! However, I must point out that the question \"what\\'s the weather in SF\" doesn\\'t make sense as \"SF\" could refer to multiple locations (San Francisco, South Florida, San Fernando, etc.). Could you please provide more context or specify which location you\\'re referring to? That way, I can give you an accurate answer.'}}],\n", + " 'created': 1691880930.9003325,\n", + " 'model': 'replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1',\n", + " 'usage': {'prompt_tokens': 6, 'completion_tokens': 74, 'total_tokens': 80}}" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = \"replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1\"\n", + "completion(model=model, messages=messages)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "HXdj5SEe9iLK" + }, + "source": [ + "## Call Command-Nightly" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "EaUq2xIx9fhr", + "outputId": "55fe6f52-b58b-4729-948a-74dac4b431b2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + " JSON: {\n", + " \"choices\": [\n", + " {\n", + " \"finish_reason\": \"stop\",\n", + " \"index\": 0,\n", + " \"message\": {\n", + " \"content\": \" The weather in San Francisco can be quite unpredictable and varies throughout the year. In general, the city\",\n", + " \"role\": \"assistant\",\n", + " \"logprobs\": null\n", + " }\n", + " }\n", + " ],\n", + " \"created\": 1693951797.3149078,\n", + " \"model\": \"command-nightly\",\n", + " \"usage\": {\n", + " \"prompt_tokens\": 6,\n", + " \"completion_tokens\": 20,\n", + " \"total_tokens\": 26\n", + " }\n", + "}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "completion(model=\"command-nightly\", messages=messages)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "1g9hSgsL9soJ" + }, + "source": [ + "## Call Azure OpenAI" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For azure openai calls ensure to add the `azure/` prefix to `model`. If your deployment-id is `chatgpt-test` set `model` = `azure/chatgpt-test`" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "AvLjR-PF-lt0", + "outputId": "deff2db3-b003-48cd-ea62-c03a68a4464a" + }, + "outputs": [], + "source": [ + "completion(model=\"azure/chatgpt-test\", messages=messages)" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} From 41cc952138372c6c9373d4a0c961517e957acbaa Mon Sep 17 00:00:00 2001 From: N4N1T0 <68034867+N4N1T0@users.noreply.github.com> Date: Wed, 20 Sep 2023 11:01:43 +0200 Subject: [PATCH 06/15] Update rag.es.mdx Translation to spanish! --- pages/techniques/rag.es.mdx | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/pages/techniques/rag.es.mdx b/pages/techniques/rag.es.mdx index 8994330..9a94062 100644 --- a/pages/techniques/rag.es.mdx +++ b/pages/techniques/rag.es.mdx @@ -1,3 +1,14 @@ -# Retrieval Augmented Generation (RAG) +# Generación de Recuperación Aumentada (RAG, por sus siglas en inglés) -This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. \ No newline at end of file +Los modelos de lenguaje de propósito general pueden ajustarse para realizar varias tareas comunes, como el análisis de sentimientos y el reconocimiento de entidades nombradas. Por lo general, estas tareas no requieren conocimientos adicionales de fondo. +Para tareas más complejas y que requieren un mayor conocimiento, es posible construir un sistema basado en un modelo de lenguaje que acceda a fuentes de conocimiento externas para completar las tareas. Esto permite una mayor consistencia factual, mejora la fiabilidad de las respuestas generadas y ayuda a mitigar el problema de la "alucinación". +Los investigadores de Inteligencia Artificial de Meta introdujeron un método llamado Generación de Recuperación Aumentada (RAG, por sus siglas en inglés) para abordar estas tareas que requieren un mayor conocimiento. RAG combina un componente de recuperación de información con un modelo generador de texto. RAG puede ajustarse con precisión y su conocimiento interno puede modificarse de manera eficiente sin necesidad de volver a entrenar todo el modelo. +RAG toma una entrada y recupera un conjunto de documentos relevantes o de apoyo dada una fuente (por ejemplo, Wikipedia). Los documentos se concatenan como contexto con la solicitud original y alimentan al generador de texto que produce la respuesta final. Esto hace que RAG sea adaptable para situaciones en las que los hechos pueden evolucionar con el tiempo. Esto es muy útil, ya que el conocimiento paramétrico de los grandes modelos de lenguaje es estático. RAG permite a los modelos de lenguaje evitar el proceso de reentrenamiento, lo que permite el acceso a la información más actual para generar información fiable a través de la generación basada en recuperación. +Lewis et al. (2021) propusieron una receta de ajuste de propósito general para RAG. Se utiliza un modelo preentrenado de secuencia a secuencia (seq2seq, por sus siglas en inglés) como memoria paramétrica y un índice de vectores densos de Wikipedia como memoria no paramétrica (al que se accede mediante un recuperador preentrenado neuronal). A continuación, se muestra una descripción general de cómo funciona el enfoque: + +Fuente de la imagen: Lewis et al. (2021) (abrir en una nueva pestaña) + +RAG tiene un buen rendimiento según varios indicadores, como Preguntas Naturales (abrir en una nueva pestaña), Preguntas de la Web (abrir en una nueva pestaña) y CuratedTrec. RAG genera respuestas que son más factuales, específicas y diversas cuando se prueba en preguntas de MS-MARCO y Jeopardy. RAG también mejora los resultados en la verificación de datos de FEVER. +Esto muestra el potencial de RAG como una opción viable para mejorar la información generada por los modelos de lenguaje en tareas que requiere muchos conocimientos. +Más recientemente, estos enfoques basados en recuperadores se han vuelto más populares y se combinan con modelos de lenguaje de última generación como ChatGPT para mejorar las capacidades y la consistencia factual. +En la documentación de LangChain puede encontrar un ejemplo sencillo de cómo utilizar recuperadores y modelos de lenguaje de última generación para responder preguntas apoyándose en referencias. From ee0d6624724983d3223690ee119733889fe31c41 Mon Sep 17 00:00:00 2001 From: Ritvik19 Date: Sun, 1 Oct 2023 21:05:35 +0530 Subject: [PATCH 07/15] Updated papers.en.mdx --- pages/papers.en.mdx | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/pages/papers.en.mdx b/pages/papers.en.mdx index dc7db9e..e00f2c3 100644 --- a/pages/papers.en.mdx +++ b/pages/papers.en.mdx @@ -22,6 +22,9 @@ The following are the latest papers (sorted by release date) on prompt engineeri ## Approaches +- [Chain-of-Verification Reduces Hallucination in Large Language Models](https://arxiv.org/abs/2309.11495) (September 2023) +- [Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers](https://arxiv.org/abs/2309.08532) (September 2023) +- [From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting](https://arxiv.org/abs/2309.04269) (September 2023) - [Re-Reading Improves Reasoning in Language Models](https://arxiv.org/abs/2309.06275) (September 2023) - [Graph of Thoughts: Solving Elaborate Problems with Large Language Models](https://arxiv.org/abs/2308.09687v2) (August 2023) - [Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding](https://arxiv.org/abs/2307.15337) (July 2023) @@ -170,6 +173,29 @@ The following are the latest papers (sorted by release date) on prompt engineeri ## Applications +- [Graph Neural Prompting with Large Language Models](https://arxiv.org/abs/2309.15427) (September 2023) +- [Large Language Model Alignment: A Survey](https://arxiv.org/abs/2309.15025) (September 2023) +- [Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic](https://arxiv.org/abs/2309.13339) (September 2023) +- [A Practical Survey on Zero-shot Prompt Design for In-context Learning](https://arxiv.org/abs/2309.13205) (September 2023) +- [EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning](https://arxiv.org/abs/2309.10687) (September 2023) +- [Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning](https://arxiv.org/abs/2309.10359) (September 2023) +- [PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models](https://arxiv.org/abs/2309.10238) (September 2023) +- [LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models](https://arxiv.org/abs/2309.09708) (September 2023) +- [Summarization is (Almost) Dead](https://arxiv.org/abs/2309.09558) (September 2023) +- [Investigating Zero- and Few-shot Generalization in Fact Verification](https://arxiv.org/abs/2309.09444) (September 2023) +- [Performance of the Pre-Trained Large Language Model GPT-4 on Automated Short Answer Grading](https://arxiv.org/abs/2309.09338) (September 2023) +- [Contrastive Decoding Improves Reasoning in Large Language Models](https://arxiv.org/abs/2309.09117) (September 2023) +- [Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?](https://arxiv.org/abs/2309.08963) (September 2023) +- [Neural Machine Translation Models Can Learn to be Few-shot Learners](https://arxiv.org/abs/2309.08590) (September 2023) +- [Chain-of-Thought Reasoning is a Policy Improvement Operator](https://arxiv.org/abs/2309.08589) (September 2023) +- [ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer](https://arxiv.org/abs/2309.08583) (September 2023) +- [When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets](https://arxiv.org/abs/2309.08541) (September 2023) +- [Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata](https://arxiv.org/abs/2309.08491) (September 2023) +- [Self-Consistent Narrative Prompts on Abductive Natural Language Inference](https://arxiv.org/abs/2309.08303) (September 2023) +- [Investigating Answerability of LLMs for Long-Form Question Answering](https://arxiv.org/abs/2309.08210) (September 2023) +- [PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-to-Speech Using Natural Language Descriptions](https://arxiv.org/abs/2309.08140) (September 2023) +- [An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing](https://arxiv.org/abs/2309.08008) (September 2023) +- [Leveraging Contextual Information for Effective Entity Salience Detection](https://arxiv.org/abs/2309.07990) (September 2023) - [Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts](https://arxiv.org/abs/2309.06135) (September 2023) - [PACE: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis](https://arxiv.org/abs/2309.05833) (September 2023) - [From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting](https://arxiv.org/abs/2309.04269) (September 2023) From 69affa8dd6b05db700bbf969475dcd348ab181de Mon Sep 17 00:00:00 2001 From: Igor Kotenkov Date: Thu, 21 Sep 2023 02:40:38 +0400 Subject: [PATCH 08/15] Images added, meta updated --- img/synthetic_rag/synthetic_rag_1.png | Bin 0 -> 49960 bytes img/synthetic_rag/synthetic_rag_2.png | Bin 0 -> 73674 bytes img/synthetic_rag/synthetic_rag_3.png | Bin 0 -> 160790 bytes img/synthetic_rag/synthetic_rag_4.png | Bin 0 -> 165242 bytes pages/applications/_meta.en.json | 1 + pages/applications/synthetic_rag.en.mdx | 7 +++++++ 6 files changed, 8 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