Generative AI Insights provides a venue for technology leaders—including vendors and other outside contributors—to explore and discuss the challenges and opportunities of generative artificial intelligence. The selection is wide-ranging, from technology deep dives to case studies to expert opinion, but...
Here are some of the tasks where LLMs have provided unique results: Text generation. LLMs like ChatGPT are capable of creating long, complex, and human-like text in a matter of seconds. Translation. When LLMs are trained in multiple languages, they can perform high-level translation ...
This is a great way to run your own LLM on your computer. There are plenty of ways to tweak this and optimize it, and we’ll cover it on this blog soon. So stay tuned! Conclusion So that’s it! If you want to run LLMs on your Windows 11 machine, you can do it easily thanks...
“Extensive auto-regressive pre-training enables LLMs to acquire good text representations, and only minimal fine-tuning is required to transform them into effective embedding models,” they write. Their findings also suggest that LLMs should be able to generate suitable training data to fine-tune ...
The low-hanging fruit for LLMs in this space is customer support—but with a much smarter and better chatbot than what we’ve had in the past (don’t get me started on chatbots of yesteryear). In this example, we see the chatbot in action using generic data, but in the real world...
If you see this, it’s ready to go. Now, let’s install the Text Generation Web UI. This is an excellent interface for our LLMs. Install Text UI Go to a location where you want to run the WebUI from. I have a folder namedGenUI ...
For example, if you ask ChatGPT the question, “What are the risks of using run rate?” it will provide a long answer (which is not bad). Generic answer by ChatGPT However, you can prompt ChatGPT to provide the answer from a specific document. In the following example, I ask ChatGP...
The question of how much LLMs really understand about the world is the subject of a 网页链接{polarized debate}. Scholars on the “no understanding” side predict that machines trained only on language 网页链接
“How Multilingual is Multilingual LLM?” 论文阅读 单位:1 浦江 2港科技 3CMU 录用:看上去acl版面(23.11) Abstract 大模型通常在大量英语语料上训练,在用到其他语言上有所局限, 目前主流方法是通过各种各样的微调策略提升多语言能力,虽然有效 Motivation:对大模型的多语言能力的理解还有点欠缺 ...
Each group has its merits as well as disadvantages. They also differ in implementation difficulty and the associated cost. And, as is typically the case, there is no one-size-fits-all evaluation protocol. However, getting to know the options goes a long way towards evaluating your Language Mo...