- **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...
- 程序辅助语言模型(Program-Aided Language Model, PAL):研究将编程能力整合到语言模型中。 - ReAct:结合推理和行动的语言模型,以提高模型的逻辑和行动能力。 2. **LLMs对工作市场的影响 (Large Language Models and Impacts on Jobs)**: - 自动化和任务重新定义(Automation and task redefinition):分析LLMs如...
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 ...
Explore the groundbreaking technique of Low-Rank Adaptation (LoRA) in our full guide. Discover how LoRA revolutionizes the fine-tuning of Large Language Models.
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, ...
An end-to-end practical guide to implementing NLP applications using the Python ecosystem. 16 customer reviews. Instant delivery. Top rated Mobile products.
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IoT devices from different users or tenants can connect to the same large-scale MQTT cluster while keeping their data and business logic isolated from other tenants. MQTT broker with multi-tenancy support will reduce management overhead and allow greater flexibility for complex scenarios or large-...
Deploy Your Own AI Chat Buddy - The Qwen Chat Model Deployment with Hugging Face Guide Quickly Building a RAG Service on Compute Nest with LLM on PAI-EAS and AnalyticDB for PostgreSQL Streamlined Deployment and Integration of Large Language Models with PAI-EAS How to Run Python in DataWorks...
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...