What is artificial intelligence (AI)? What is a large language model (LLM)? Machine learning Glossary Learning Objectives After reading this article you will be able to: Define "low-rank adaptation" (LoRA) Explain in simple fashion how LoRA works Understand the advantages of using LoRA Related...
Generative AI is a kind of artificial intelligence technology that relies on deep learning models trained on large data sets to create new content.
Concept LoRA is a special kind of LoRA that was trained on a specific concept or idea. These models usually aim to conceptualize something specific that'd be harder to achieve with simply just prompt engineering. For example, this type of LoRA could be trained on a specific emotion, action,...
A large language model (LLM) is a type of artificial intelligence (AI) program that can recognize and generate text, among other tasks. LLMs are trained on huge sets of data— hence the name "large." LLMs are built on machine learning: specifically, a type of neural network called a ...
LoRA and QLoRA are both resource-efficient fine-tuning techniques that can help users optimize costs and compute resources. Manage your AI, the open source way The Red Hat® AI portfolio uses open source innovation to meet the challenges of wide-scale enterprise AI, and vLLM is a critical...
What is a WAN router? The next question that naturally follows, “What is WAN network?” is “What is WAN router?”. Also known as an edge router or border router, a Wide Area Network (WAN) router is a device that is responsible for routing data packets between WAN locations. ...
DeepSeek, a Chinese AI startup, has overtaken OpenAI’s ChatGPT in downloads, signaling its entry into the competitive AI and search Read More 123…348
实际上,LoRA模型的训练不仅需要足够多样化的数据集,还需要打乱数据集顺序并进行打标处理,避免AI连续学习相似图片导致过快拟合。然后,还需要进行LoRA模型最佳权重、泛化性等变量测试,选取兼顾真实感、相似度与美颜效果的参数组合。 ▲ 变量测试 经过大量的的测试,最终确定了高相似度...
A speculative decoding feature was added to the GenAI API for improved performance and efficient text generation using a small draft model that is periodically corrected by the full-size model. Preview: LoRA adapters are now supported in the GenAI API for developers to quickly and efficiently cus...
Long-Range Wide Area Network (LoRaWAN).This protocol for WANs is designed to support huge IoT networks, such as smart cities, with millions of low-power devices. MQ Telemetry Transport.MQTTis a lightweight protocol used for remote control and remote monitoring applications. It's suitable for ...