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  1. How to generate text: using different decoding methods for language

    Mar 1, 2020 · In recent years, there has been an increasing interest in open-ended language generation thanks to the rise of large transformer-based language models trained on millions …

  2. What is Text Generation? - Hugging Face

    A Text Generation model, also known as a causal language model, can be trained on code from scratch to help the programmers in their repetitive coding tasks. One of the most popular open …

  3. GitHub - huggingface/text-generation-inference: Large Language Model

    Text Generation Inference (TGI) is a toolkit for deploying and serving Large Language Models (LLMs). TGI enables high-performance text generation for the most popular open-source …

  4. Guided text generation with Large Language Models - Medium

    Sep 7, 2023 · Large Language Models (LLMs) have not only advanced the field of text generation but have also set higher standards for most NLP-related tasks. By being trained on huge …

  5. Controllable Text Generation for Large Language Models: A Survey

    Aug 22, 2024 · In Natural Language Processing (NLP), Large Language Models (LLMs) have demonstrated high text generation quality. However, in real-world applications, LLMs must …

  6. LLaDA: The Diffusion Model That Could Redefine Language Generation

    Feb 26, 2025 · Unlike traditional autoregressive models (ARMs), which predict text sequentially, left to right, LLaDA leverages a diffusion-like process to generate text. Instead of generating …

  7. Building RAG Systems with Transformers

    5 days ago · Retrieval-Augmented Generation (RAG) has emerged as a powerful paradigm for enhancing the capabilities of large language models. By combining the strengths of retrieval …

  8. [2504.05731] Retrieval Augmented Generation with Collaborative ...

    Apr 8, 2025 · Recently, the personalization of Large Language Models (LLMs) to generate content that aligns with individual user preferences has garnered widespread attention. Personalized …

  9. Text Generation Strategies for Large Language Models

    Aug 26, 2024 · Let’s first understand how the Large Language Model generates text. Large language models, like GPT (Generative Pre-trained Transformer), generate text using auto …

  10. Implementing Text Generation with Generative Models

    Oct 18, 2024 · Text generation is a fascinating area of natural language processing (NLP) that has gained significant attention in recent years. With the advent of generative models, it is now …

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