Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 …. As always, I like to evaluate new LLMs on simple tasks like text classification and summarization to see how they compare….1 at par with the GPT-4o model for simpler tasks such as text classification and performance. However, GPT-4.1… Is linux your daily driver? Hardware and Software Linux and Unix by Dani Linux has come a long way, but it's still primarily a server OS, correct? How many of you linux fanboys and girls use it as your primary operating system for daily tasks? How does it compare to Windows or macOS in terms of productivity and overall user experience? Re: Is linux your daily driver? Hardware and Software Linux and Unix by jkon … usage, allowing for a seamless transition between work and personal tasks. Re: Cannot run exe from asp.net Programming Web Development by Neil_brown001 … that launches an app: On the server: Only for background tasks, not for opening windows. On the client: You need a… Re: Cannot run exe from asp.net Programming Web Development by lennyli … an app: > > On the server: Only for background tasks, not for opening windows. > > On the client: You… Re: Is linux your daily driver? Hardware and Software Linux and Unix by Reverend Jim I've tried loinux several times over the years on spare computers, virtual machines, and a Raspberry Pi. I gave up on all of them because it was too difficult to maintain. Now all I use it for is Live USB recovery tools. Re: Is linux your daily driver? Hardware and Software Linux and Unix by Salem I use it all day, every day. TBH, M$ stopped being an OS company after Windows 7 and the so-called OS just became a marketing tool to ram ever more crap in front of your face. Re: Is linux your daily driver? Hardware and Software Linux and Unix by Vince_6 I used Linux on and off for years. I was finally willing to commit to Windows 11 when it installed some updates and it went into a reboot loop afterwards. I said screw it and went back to Linux. Been using it for months as my primary OS and I am quite happy with the decision. Re: Is linux your daily driver? Hardware and Software Linux and Unix by Dani I started this thread thinking about James, DaniWeb's sysadmin, who I was surprised to hear uses Windows as his daily driver, despite his proficiency in Linux. I believe he quoted things like Linux not being ideal for gaming. I'm macOS only these days. Re: Is linux your daily driver? Hardware and Software Linux and Unix by Benjamin_17 The last time I used Windows was Windows XP when I got a blue screen of death trying to install it. Since then, I have been daily driving with Linux (Ubuntu then Pop! then back to Ubuntu) since then. No real problems, yes I do not play the games I use to, but within Steam there is still quite a healthy choice to pick from. Honestly I would struggle… Re: Is linux your daily driver? Hardware and Software Linux and Unix by Reverend Jim When I ran into problems with linux I found the online help was less than helpful. The help, when offered, consisted of experts explaining things to other experts, even though I mentioned that I was anything but. All help assumed I had much more knowledge than I did. The explanations sounded like Trek techno-babble. Re: Is linux your daily driver? Hardware and Software Linux and Unix by Reverend Jim >Yes , that is still an issue... Many years back a neighbour was taking an evening course to become more computer literate. She was confused one day, telling me that her instructor had tried to explain to the class what "formatting a disk" meant. He talked about magnetic fields, tracks, sectors, etc. but she was still in the dark as… Re: Is linux your daily driver? Hardware and Software Linux and Unix by Dani Wow, I'm surprised how many people here are primarily Linux users compared to how infrequently our Linux forum gets posted in these days. Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by usmanmalik57 …/deepseek-ai/DeepSeek-R1-Distill-Llama-70B) for the same tasks. Following results from the [DeepSeek-AI's official paper](https…. The results show that for both text classification and summarization tasks, the `DeepSeek-R1-Distill-Llama-70b` model returns inferior results…` is the go-to model for text classification and summarization tasks. DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization Programming Computer Science by usmanmalik57 … R1` model, I noticed that it overthinks while solving simple tasks and often returns poor outputs compared to smaller, simpler models… of the `DeepSeek R1` revealed that the model overthinks simple tasks such as text summarization and classification and, hence, achieves inferior… Re: How old is your computer? Hardware and Software by Dani … recently purchased Macbook M1 was more performant for my daily tasks. Soooo, I gave the Dell to blud, because I knew… Re: Key Tools and Tips for Efficient Web Development Programming Web Development by simplixi … code nicely. * Automate Things: Use tools that can do repetitive tasks for you, like compressing images or combining files. **Learning Resources… Re: Looking for AI app developers Programming Mobile Development by Emily Johnson …. While performance limitations exist, optimizing for real-time or lightweight tasks could open up many possibilities. I’d love to learn… Re: Will AI take jobs? Digital Media Digital Marketing by bngwebguru Artificial intelligence is transforming the job landscape by automating routine tasks, which may displace some roles. However, it also creates opportunities … Re: Will AI take jobs? Digital Media Digital Marketing by ashleydent4u … a replacement (at least for now!). It can automate repetitive tasks like scheduling posts, analyzing data, and even generating content, but… Re: Will AI take jobs? Digital Media Digital Marketing by ashleydent4u … tool than a total job killer. While AI can automate tasks like content creation, data analysis, and ad targeting, it still… Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by rproffitt "Wiz Research Uncovers Exposed DeepSeek Database Leaking Sensitive Information" "Security researchers tested 50 well-known jailbreaks against DeepSeek’s popular new AI chatbot. It didn’t stop a single one." It only seems to get worse the more you look at DeepSeek. And I must note how it is known to not want to talk about … Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by policenbicleara Llama-70B struggles with sentiment analysis (69% accuracy) vs. Qwen-32B (87%). Summarization performance is weaker, with lower ROUGE scores. Qwen-32B is the better choice—smaller, faster, and more accurate. Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by Pelorus_1 Great breakdown of DeepSeek R1 Distill LLaMA 70B! The explanation of text classification and summarization is clear and insightful. Appreciate the practical examples—makes implementation much easier. Thanks for sharing! "Tasks" on the taskbar not working - Win7 Hardware and Software Microsoft Windows by emanfman … a section in that menu marked "tasks" which allow you to manipulate the …example, with Skype, the menu reads: [icode]Tasks------------------------------------- Sign out Quit Skype ------------------------------------------ Launch Skype Pin this…when I click an option in the "tasks" section, it opens windows explorer into … 7 NLP Tasks to Perform for Free in Python with Mistral 7b LLM Programming Computer Science by usmanmalik57 …seven billion parameters) to execute seven common NLP tasks within your Python applications using the HuggingFace library… language generation and other natural language processing tasks such as classification. LLMs acquire these abilities…ice cream parlor. Again, the temperature for such tasks should be higher. ``` input_text = "Give… Schedule Tasks in Windows XP Hardware and Software Microsoft Windows by Dani …][/font][font=Arial][size=5][color=#0000ff]Schedule Tasks in Windows XP [/color][/size][/font][font=Arial… [/color][/size][size=2][color=#0000ff]To open Scheduled Tasks:[/color][/size][/font] [list] [*][font=Arial][size=2…Programs > Accessories > System Tools > Scheduled Tasks.[/color][/size][/font] [/list][font=Arial][size=2][color=#… Java Concurrency - use CyclicBarrier to synchronize tasks across threads Programming Software Development by dimitrilc …learned: 1. How to use `CyclicBarrier` to synchronize tasks across multiple threads. ## Prerequisite Knowledge ## 1. …synchronization tool that can be used to synchronize tasks in multiple threads. `CyclicBarrier` introduces a… have learned how to use `CyclicBarrier` to synchronize tasks across threads, but there are a few things that… Re: Schedule Tasks in Windows XP Hardware and Software Microsoft Windows by databyte Does anyone know how to put the scheduled tasks logo in the notification area? Re: How to run tasks with priority? Programming Software Development by George2 …server_crash, [QUOTE=server_crash]What is the nature of these tasks you want to run? In the mean time, …of functions for threading. Some of those include: Scheduling tasks, advanced synchronization, and many more. I believe you …to develop a simple QoS prototype, in which different tasks can run according to user defined priorities. What …