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   How do text generation apps work?

   • Most text generation apps rely on LLMs that use the transformer architecture. Although it was developed by a group of Google researchers, GPT is the most well known example, so we'll focus on how it works, so you have a rough idea of what's going on under the hood with these large language models.

   The top AI text generators | Zapier

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   How can developers use AI text generation?

   • There are models that developers can train and deploy themselves, like Meta's Llama, and other APIs, like Claude and Google Gemini. This all means that developers now have a range of options for adding AI text generation to their apps—which is why there are so many tools with similar features available.

   The top AI text generators | Zapier

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   Do AI text generators have a text editor?

   • Most AI text generators also offer a text editor, where you can edit the AI-generated text directly from the app. That's just scratching the surface, but it gives you an idea of what we're looking at here.

   The top AI text generators | Zapier

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   How do AI text generators work?

   • In an AI text generator, you'd get prompted for all that information. It would have you indicate the content type, let you select the length, choose a tone from a dropdown menu, and so on. Most AI text generators also offer a text editor, where you can edit the AI-generated text directly from the app.

   The top AI text generators | Zapier

   zapier.com/blog/ai-text-generator/

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2. arxiv.org › abs › 2405Text Generation: A Systematic Literature Review of Tasks ...

   arxiv.org › abs › 2405

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   May 24, 2024 · This review categorizes works in text generation into five main tasks: open-ended text generation, summarization, translation, paraphrasing, and question answering. For each task, we review their relevant characteristics, sub-tasks, and specific challenges (e.g., missing datasets for multi-document summarization, coherence in story generation ...

3. export.arxiv.org › abs › 2405[2405.15604] Text Generation: A Systematic Literature Review ...

   export.arxiv.org › abs › 2405

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   May 24, 2024 · Abstract: Text generation has become more accessible than ever, and the increasing interest in these systems, especially those using large language models, has spurred an increasing number of related publications. We provide a systematic literature review comprising 244 selected papers between 2017 and 2024.

4. Videos

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     Text Generation with Transformers (GPT-2) In 10 Lines Of Code

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5. towardsdatascience.com › a-beginner-friendlyA Beginner-Friendly Introduction to LLMs | by Chayma Zatout ...

   towardsdatascience.com › a-beginner-friendly

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   May 10, 2024 · LLMs, or Large Language Models, are the key component behind text generation. In a nutshell, they consist of large pretrained transformer models trained to predict the next word (or, more precisely, token) given some input text.

6. zapier.com › blog › ai-text-generatorThe top AI text generators in 2024 | Zapier

   zapier.com › blog › ai-text-generator

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   May 13, 2024 · 33 AI text generators you can try right now. This isn't a list of the best AI text generators—that's over with my picks for the best AI writing generators. Instead, this list shows off almost three dozen major, good, and reputable AI text generation tools that you can play around with.

   • Author: Harry Guinness

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7. cloud.google.com › docs › language-model-overviewOverview of language models | Generative AI on Vertex AI ...

   cloud.google.com › docs › language-model-overview

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   5 days ago · The Vertex AI PaLM API gives you access to the PaLM 2 family of models, which support the generation of natural language text, text embeddings, and code (we recommend using the Vertex AI...

8. cloud.google.com › use-hugging-face-modelsUse Hugging Face text generation models - Google Cloud

   cloud.google.com › use-hugging-face-models

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   May 28, 2024 · Use Hugging Face text generation models. HuggingFace provides pre-trained models, fine-tuning scripts, and development APIs that make the process of creating and discovering LLMs easier. Model...

9. ringling.libguides.com › ai › textgenerationaiText Generation AI - Artificial Intelligence Resources ...

   ringling.libguides.com › ai › textgenerationai

   May 14, 2024 · Modern large language models like ChatGPT rely on complex neural networks trained on massive text datasets to generate human-like text. To analyze and process language, these AI systems break down text into smaller units known as tokens. A token usually corresponds to a single word or group of characters.