With only a few examples, GPT-3 can perform a wide variety of natural language tasks, a concept called few-shot learning or prompt design. Last year we trained GPT-3 and made it available in our API. Your custom version will start training and then be available immediately in our API. To get started, just run a single command in the OpenAI command line tool with a file you provide. By adding new data from their product each week, another reduced error rates by 50%.
With fine-tuning, one API customer was able to increase correct outputs from 83% to 95%. You can use an existing dataset of virtually any shape and size, or incrementally add data based on user feedback. Customizing makes GPT-3 reliable for a wider variety of use cases and makes running the model cheaper and faster. One more issue is that when you first run the program and have it scan for errors, it can take up to a half hour before it finishes its work.Developers can now fine-tune GPT-3 on their own data, creating a custom version tailored to their application. On my system it reported 448 Registry errors, even though several other tools reported only a handful.
And it appears that Fix-It Utilities Pro overestimates the number of Registry problems you may have. In the Registry fixing tool, for example, it doesn’t first show you what potential Registry problems you have before fixing them. Some people believe that Windows does a good job of that on its own, and that interfering with the way that Windows handles it doesn’t help at all.Īnother potential problem is that in some modules, you don’t get a chance to review and customize the changes the program makes–Fix-It just does it on its own, without giving you a chance to make changes. For instance, its memory optimizer which changes the size of your system’s paging file. And some of the tools it offers are somewhat controversial, because they perform tasks that not everyone believes will actually speed up your system.
In fact, there are so many tools in Fix-It Utilities, you’d have to make a point–maybe even a hobby–of using them all. The Optimize category, for example, includes nine different modules, such as for improving your boot performance, defragmenting your Registry, defragmenting your hard disk, and other performance-improving functions. Each of those major categories then includes individual modules.
And that’s just a start.įix-It Utilities 11 Professional includes a host of different tools for optimizing and troubleshooting your PC.You can reach all the tools from Fix-it Utilities Pro’s single, overarching interface, which features a number of different major categories of modules, such as for diagnosing problems, fixing and maintaining your system, optimizing your system, and so on. Name sa ystem fix-up tool and Fix-It Utilities 11 Professional most likely has it, from repairing your Registry to doing hardware diagnostics, to checking your hard disk for errors, to cleaning out programs that don’t need to run at start up, to shredding files that you want deleted permanently.
Fix-It Utilities 11 Professional ($50, 14-day free trial) is a comprehensive tool for fixing PC problems, tuning up your system, protecting you from malware and viruses, and plenty more.