Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 … summary. You can summarize more than 20 articles, but for testing purposes, 20 is enough. ```python def summarize_articles_with_model(model_id): results = [] for…: `positive`, `negative`, and `neutral`. We will filter 100 tweets for testing with equal distribution of the three sentiments. ```python # Remove rows… Re: Any jQuery 4 users? Programming Web Development by Neil_brown001 … judgment here — if it works, it works! 😄 I’ve been testing out the jQuery 4 beta on a couple of legacy… Re: How Can I Increase More Traffic of My Website? Digital Media Digital Marketing by jonathannweyer …, Quora, or niche forums), building an email list, or even testing out some low-budget social media ads to boost visibility. Re: Looking for AI app developers Programming Mobile Development by KamalDeepPareek … or battery usage? We might be interested in collaborating or testing your SDK with a few prototype apps. Let me know… Where Can I Find Test Data (Names, Emails, etc.) for My Testing? Programming Web Development by jamesalery Hi everyone, I’m just starting out with testing and I need to generate some test data for things … tools that provide random test data for use in my testing. like i used this *<Promotional link snipped>* for… Re: Where Can I Find Test Data (Names, Emails, etc.) for My Testing? Programming Web Development by Pelorus_1 Platforms like Mockaroo, Faker and GenerateData provide fake names, emails and more for testing purposes. You can easily create realistic sample data with these tools. Re: Where Can I Find Test Data (Names, Emails, etc.) for My Testing? Programming Web Development by gediminas.bukauskas.7 Look at Customers table in NorthWind database (https://en.wikiversity.org/wiki/Database_Examples/Northwind). Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by usmanmalik57 … model performance. You can use any number of articles for testing. ```python results = [] i = 0 for _, row in dataset[:20… Editor crashes browser Community Center Meta DaniWeb by Dani … longer message than it froze and crash. I just tried testing using a different browser and it seems ok with Tor… Re: Editor crashes browser Community Center Meta DaniWeb by Dani Well don’t upgrade chrome just yet! If the problem goes away, we won’t have any way of testing if the bug is fixed. ArkTS - McCharts Programming Software Development by 杨_659 … if you plan to use these. Each component undergoes rigorous testing of all properties before release. However, *bug-free code is… Re: How to Efficiently Develop Apps for iOS and Android? Programming Software Development by gorgebutler … guidelines ensure a smooth experience. Regular testing on different devices and using cloud-based testing tools help detect and fix issues early… Re: Contact form does not working Programming Web Development by Salem … very simple inline code work? `mail('my@my.address.com','Testing...','1 2 3');` Re: WooCommerce Duplicate Categories Programming Web Development by simplixi … than good. The demo content is intended for development or testing purposes only, not for a production website.** Now having duplicate… Re: How to Implement Lazy Loading for Faster Web Portals Programming Web Development by jkon ….5%, you shouldn’t even consider introducing something without first testing it in Internet Explorer. I can't understand how any… Re: Show computer name on a label Programming Software Development by Mr.M … longer message than it froze and crash. I just tried testing using a different browser and it seems ok with Tor… Re: Which is the best email marketing tool you ever used? Digital Media Digital Marketing by Shady33 Some of the most popular are: Mailchimp,ConvertKit,SendGrid,ActiveCampaign,HubSpot,AWeber,GetResponse,MailerLite,Moosend and Benchmark Email. I am currently mostly use mailchimp. Best fo beginners and small to medium-sized businesses, user-friendly interface, automation, A/B testing, and detailed analytics. Re: Does Tools give 100% correct answers? Digital Media Digital Marketing Search Engine Strategies by ashleydent4u … alongside Google Search Console, Analytics, and your own content/user testing to get the full picture. 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! Re: Editor crashes browser Community Center Meta DaniWeb by Mr.M Hi Dani, I'm trying to reply with Chrome to test what I've noticed regarding the crash. I've attached relevant screenshots for 3 questions. I'm not using any plug-in ![Screenshot_20250313_051351_com.android.settings.jpg](https://static.daniweb.com/attachments/4/34cf3590e688c7994630462272a9cc21.jpg) ![Screenshot_20250313_051213_com.… Re: Editor crashes browser Community Center Meta DaniWeb by Mr.M What I've noticed is that it seems to be clutching with keyboard auto-correct/auto-complete. If I type a full word without pressing it from my keyboard suggestion options that shows while typing it doesn't seem to crash, but once I choose or select one auto-complete and proceed typing it freezes and crash. Re: Editor crashes browser Community Center Meta DaniWeb by Mr.M NB: I've typed all these reply messages successfully using the same Chrome browser that is crashing. Re: Editor crashes browser Community Center Meta DaniWeb by pritaeas Since Android was mentioned, I tested on my Samsung Galaxy S20 and could nog get it to crash. Re: Editor crashes browser Community Center Meta DaniWeb by Salem Your chrome is 9+ months out of date. https://chromereleases.googleblog.com/2024/07/ Re: Editor crashes browser Community Center Meta DaniWeb by Dani It would be very helpful if you could not upgrade Chrome for now, while we debug this, since you're currently the only known person who is experiencing the bug. Re: Editor crashes browser Community Center Meta DaniWeb by Salem @Mr.M, @Dani - you might want to delete/censor the IMEI shown in the screenshots at some point. Re: Editor crashes browser Community Center Meta DaniWeb by Dani Can you try upgrading Chrome now and see if the problem goes away? Much thanks! Testing :) Community Center by Dani Testing a new feature that hopefully will work :)