docker pull maoxiaoyuz/long-novel-gpt:latest 下载或复制.env.example文件,将其放在你的任意一个目录下,将其改名为.env, 并根据文件中提示填写API设置。 填写完成后在该.env文件目录下,运行以下命令: docker run -p 80:80 --env-file .env -d maoxiaoyuz/long-novel-gpt:latest ...
Long-Novel-GPT是一个基于GPT等大语言模型的长篇小说生成器。它采用层次化的大纲/章节/正文结构,以把握长篇小说的连贯剧情,通过上下文管理优化API调用成本,并根据自身或用户反馈不断进行优化,直至达到预定目标。 目标 本项目的目标是根据用户提供的初步想法(例如:我想写一部xxx样的小说),通过AI不断完善和...
We propose a novel domain-specific generative pre-training (DS-GPT) method for text generation and apply it to the product titleand review summarization problems on E-commerce mobile display. First, we adopt a decoder-only transformer architecture, which fitswell for fine-tuning tasks by combining...
优势: 该过程不需要人工标注的长指令数据,70B系列已经可以在一系列长上下文任务中超越gpt-3.5-turbo-16k的整体性能。 关键组件分析: 深入研究了LLAMA的位置编码,并讨论了其在建模长依赖性方面的局限性。delve into LLAMA’s position encodings and discuss its limitation in modeling long dependencies 主要是旋转角度...
测试表明,当前模型,包括 GPT-4 和 Gemini 1.5 Pro 等先进系统,仅有效利用了其输入上下文的 5-25%。虽然 Llama-3.1 和 Qwen-2.5 等较新的模型展现出 improved 性能,但它们仍然面临局限性。微调实验 proved 特别 revealing,表明即使是 RMT 和 ARMT(1.37 亿参数)等相对较小的模型也能有效处理 BABILong 任务,...
” It is usually supposed that Hemingway had the better of the exchange and quite settled the matter. But we ought not to be too sure. The novelist of a certain kind, if he is to write about social life, must always risk a certain ambiguity in his social attitudes. The novel took ...
In this paper, we introduce ParallelComp, a novel training-free method for long-context extrapolation that extends LLMs' context length from 4K to 128K while maintaining high throughput and preserving perplexity, and integrates seamlessly with Flash Attention. Our analysis offers new insights into ...
www.nature.com/scientificreports OPEN Novel long-chain compounds with both immunomodulatory and MenA inhibitory activities against received: 03 October 2016 accepted: 30 November 2016 Published: 10 January 2017 Staphylococcus aureus and its biofilm Seoung-ryoung Choi, Joel Frandsen & Prabagaran ...
We present MM-Narrator, a novel system leveraging GPT-4 with multimodal in-context learning for the generation of audio descriptions (AD). Unlike previous methods that primarily focused on downstream fine-tuning with short video clips, MM-Narrator excels in generating ...
Step3: Joint extraction of entity and relation based on a novel tagging scheme (Zheng et al. 2017), complete the intra-sentence triplet extraction. GCN conducts multilabel classification of the sentence pair embedded representations in obtained sentences to determine whether the sentences contain cross...