- **RedPajama** 和 **Falcon**:OpenAI开发的模型,以及其他一些模型。 - **Python代码片段**:为每个模型提供Python代码示例,帮助读者在自己的项目中实现这些模型。 - **安全性漏洞**:讨论在LLMs中发现的一些安全漏洞,如提示注入、数据泄露、沙箱隔离不足、过拟合风险、投毒攻击和回归错误。 本章的目的是为读...
**第7章:训练大型语言模型 (Training Large Language Models)** 1. **构建基础LLMs**: - 从零开始构建一个小型语言模型,介绍LLMs的基本概念。 - 使用Python构建一个基于字符级别的文本生成模型。 - 探索如何使用词标记化改进模型性能。 2. **数据收集和预处理**: - 讨论了训练LLMs所需的数据量和数据质量...
Example of LoRA implementation using Loralib library in Python Conclusion LoRA: Low-Rank Adaptation of Large Language Models The field of machine learning and natural language processing (NLP) has witnessed a remarkable advancement with the introduction of Large Language Models (LLMs)...
Dr. Robert Kübler August 20, 2024 13 min read Hands-on Time Series Anomaly Detection using Autoencoders, with Python Data Science Here’s how to use Autoencoders to detect signals with anomalies in a few lines of… Piero Paialunga ...
Quan Nguyen创作的计算机网络小说《Mastering Concurrency in Python》,已更新章,最新章节:undefined。Pythonisoneofthemostpopularprogramminglanguages,withnumerouslibrariesandframeworksthatfacilitatehigh-performancecomputin…
Are you concerned about data privacy and the high costs associated with using Large Language Models (LLMs)? If so, this course is the perfect fit for you. “Mastering Ollama: Build Private LLM Applications with Python” empowers you to run powerful AI models directly on your own system, ...
Dive into the future of programming with this comprehensive guide for Java developers to integrate large language models (LLMs) and Generative AI using the Spring Framework. This book comes at a revolutionary time when AI technology is transforming how we implement solutions in various fields, inclu...
It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications. Topics python ai tutorials prompt-engineering llms opeani Resources Readme License View license Activity Stars 1.7k stars Watchers 21 watching ...
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MQTT's broad language support enables easy integration with multiple platforms and technologies, fostering seamless communication and interoperability in diverse IoT ecosystems. You can visit our MQTT Client Programming blog series to learn how to use MQTT in PHP, Node.js, Python, Golang, Node.js,...