Gpt2 article generator. 基于gpt2-chinese模型的Asoul小作文生成器。.

Gpt2 article generator The model is a pretrained model on English language using a causal language modeling (CLM) objective. An application that uses GPT-2 to generate news articles from user given prompts - gpt2-article-generator/README. 基于gpt2-chinese模型的Asoul小作文生成器。. , & ) had been built to generate recipes, but none had used the GPT-2 architecture yet. The model has been optimized for efficient deployment while maintaining high accuracy, making it suitable for resource-constrained environments. News Article Generation with GPT2 This repository hosts a quantized version of the GPT2 model, fine-tuned for generation of news article tasks. GPT2 Article Generator An application to allow for generating news articles using OpenAI 's GPT-2 text generator . In this tutorial, you’ll discover how to implement text generation using GPT-2. With the advent of large language models like GPT-2, we can now generate human-like text that’s coherent, contextually relevant, and surprisingly creative. An application that uses GPT-2 to generate news articles from user given prompts - DanTm99/gpt2-article-generator From just a few simple sentences on a given topic or situation the News Article Generator is capable of producing detailed articles. Fine-tuning a language model like ChatGPT is a powerful way to customize its capabilities to a specific task or domain, such as generating news articles. Contribute to Raincarnator/Asoul-Article-Generator development by creating an account on GitHub. The choice was made: GPT-2 would be the backbone of my recipe generator. GPT-2 Medium Model Details Model Description: GPT-2 Medium is the 355M parameter version of GPT-2, a transformer-based language model created and released by OpenAI. e. This model represents a significant advancement in automated news content generation, featuring float16 quantization for efficient deployment while maintaining high accuracy in resource-constrained 一个用于生成文本的 gpt-2 架构模型，用于生成连贯的自然语言文本。 Jan 24, 2023 · Photo by Andrea De Santis on Unsplash. At the time of writing this article, several models (i. The gpt2-news-article-generation is a specialized version of GPT2 that has been fine-tuned and optimized specifically for generating news articles. The model used for this was further trained on All The News , a dataset of over 200,000 news articles by components. 这个函数是脚本的主要执行点，用于生成文本。它首先根据命令行参数创建GPT2GenerationSpec和GenerateConfig实例。接着，它初始化Generator实例，并可选地从文件中加载预训练的模型参数。 GPT-2 models' robustness and worst case behaviors are not well-understood. An application that uses GPT-2 to generate news articles from user given prompts - DanTm99/gpt2-article-generator An application that uses GPT-2 to generate news articles from user given prompts - DanTm99/gpt2-article-generator Jan 8, 2020 · The model is capable of completing scientific articles, short stories, (fake) news, assignments, and much more. one . md at master · DanTm99/gpt2-article-generator. Intended uses & limitations How to use To generate a news article text conditioned on a topic, source, title or some subsets, prompt model with: These samples are considerably better than the samples we made with GPT2 back in 2019 (the good old days). Apr 1, 2023 · Based on four quantitative analyses, this study contributes to academic research with a new approach to data analysis, providing new insights into the performance of the GPT2 text generator in relation to different hyperparameters. Feb 3, 2024 · generate_sentence_with_gpt2_model 函数. You will get a catchy headline title and a few paragraphs, each structured well in order to keep your audience interested. As with any machine-learned model, carefully evaluate GPT-2 for your use case, especially if used without fine-tuning or in safety-critical applications where reliability is important. The theoretical contributions of this article are fourfold. 3 Generated paper evaluation We now evaluate whether the generated titles for 2022 match the real paper titles from the test set (April 1 - Oct 13 2022). Model Details Model Architecture: gpt2 Mar 9, 2025 · Text generation is one of the most fascinating applications of deep learning. You’ll learn through hands-on examples that you can run […] BibTeX entry and citation info @article{radford2019language, title={Language Models are Unsupervised Multitask Learners}, author={Radford, Alec and Wu, Jeff and Child, Rewon and Luan, David and Amodei, Dario and Sutskever, Ilya}, year={2019} } GPT2-medium-topic-news Model description GPT2-medium fine tuned on a largish news corpus conditioned on a topic, source, title. crpyb iinklk poa lwf pjx etraoxb ykkb jlydkgm qvzix tnnzlclf jkee hbmliro cnde cnylf vyxeq