Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 …find sentiments of tweets in the [Twitter Airline Sentiment dataset](https://www.kaggle.com/datasets/…crowdflower/twitter-airline-sentiment?select=Tweets.csv). The … download link ## https://www.kaggle.com/datasets/crowdflower/twitter-airline-sentiment?select=Tweets.csv dataset = pd.read_csv(… Benchmarking DeepSeek R1 for Text Classification and Summarization Programming Computer Science by usmanmalik57 …We will detect tweets' sentiment from the [Twitter US Airline Sentiment Dataset](https://www.kaggle.com…/datasets/crowdflower/twitter-airline-sentiment?select=Tweets.csv). The following… download link ## https://www.kaggle.com/datasets/crowdflower/twitter-airline-sentiment?select=Tweets.csv dataset = pd.read_csv(… Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by usmanmalik57 …classify tweets based on sentiment in the [Twitter US Airline Sentiment Dataset](https://www.kaggle.com…/datasets/crowdflower/twitter-airline-sentiment?select=Tweets.csv). The following… download link ## https://www.kaggle.com/datasets/crowdflower/twitter-airline-sentiment?select=Tweets.csv dataset = pd.read_csv(… DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization Programming Computer Science by usmanmalik57 …will predict sentiments of tweets from the [Twitter US Airline Sentiment Dataset](https://www.kaggle.com…/datasets/crowdflower/twitter-airline-sentiment?select=Tweets.csv) using the… download link ## https://www.kaggle.com/datasets/crowdflower/twitter-airline-sentiment?select=Tweets.csv dataset = pd.read_csv(… Re: How would we poison AI web crawls? Hardware and Software Information Security by Salem … mooring when facebook appeared, drifted out to sea on the twitter tide, and promptly sank when muck took it over. Domain… Re: How would we poison AI web crawls? Hardware and Software Information Security by Reverend Jim >OpenAI can detect the content thrown at it is nonsensical So OpenAI doesn't crawl Facebook and Twitter? How about Fox News and related sites? And if it ignores Fox, etc, are we thern going to get Trump screaming about radical liberal bias? How does AI distinguish between conspiracy theory and reality? Re: Show me AI Hidden Features in Samsung Galaxy S25 Ultra ? Hardware and Software Hardware Mobile and Wearables by rproffitt I'd rather have a phone that can make calls, texts and take UNALTERED BY AI photos. As to updates, is there a way to disconnect this from fascist run companies like X (twitter)? Re: Show me AI Hidden Features in Samsung Galaxy S25 Ultra ? Hardware and Software Hardware Mobile and Wearables by Dani > As to updates, is there a way to disconnect this from fascist run companies like X (twitter)? [Use Mastodon?](https://joinmastodon.org/) Re: Why DaniWeb doesn't have an account to BlueSky ? Community Center Meta DaniWeb by Dani … on X](https://x.com/daniweb). I have been on Twitter since 2008, and Facebook since even before then, and, aside… Re: How I get big data for statistical analysis of my pre seed pitch deck Digital Media UI / UX Design by rproffitt …." Since Musk already has all the data at X/Twitter again you won't be securing data inside the USA… 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: Are SaaS & Cloud Computing Interchangeable Terms? Community Center by peol Cloud computing and SaaS (Software as a Service) are not interchangeable terms. Cloud computing includes IaaS, PaaS, and SaaS services that provide computing resources over the Internet. Essentially, SaaS is a subset of cloud computing where users access software applications online without managing infrastructure. Twitter 101 Digital Media Digital Marketing by MktgRob Twitter, possibly as an acknowledgement that they have a user retention problem, recently put out a guide to using Twitter in business (link below). Has anyone read this and what is your opinion on this? [url]http://business.twitter.com/twitter101/[/url] Twitter going after tweet spammers Digital Media Digital Marketing by MktgRob Twitter has announced that they are taking a hard line on … that offer paid followers to help seed your follower group. Twitter deems this spam and is eager to do everything possible… Twitter Typeahead not working with dynamically created elements Programming Web Development by methuselah90 Twitter Typeahead only seems works with elements called when the page … Re: Twitter Just Killed Itself and I'm Glad Digital Media Digital Marketing by ptaylor98 Twitter's monitizing thru ads is not a bad thing, if it keeps the service alive. Twitter is better than email--it provides real-time communication. And, yes, it has its fair share of marketing types, losers and kids. But it is a valuable tool for communication and news. Long live Twitter! Re: Twitter Benefits? Digital Media Digital Marketing by Amol555 Twitter is the social networking site which have 10 page rank … beginning. 5. Crack by means of verbal exchanges obstacles with twitter posts. 6. Function exclusive offers in addition to special offers… your precense about search engines like google,yahoo. 11. Utilize twitter updates and messages as real-time reports. 12. Locate open… Re: Twitter, Facebook and backlinks Digital Media Digital Marketing Search Engine Strategies by InsightsDigital Twitter provides a great opportunity for backlinks. A great way to track these shorten urls is by using bit.ly since it provides you with traffic data. Re: Twitter for SEO? Digital Media Digital Marketing Search Engine Strategies by 3oltan Twitter's links are NoFollow, and as a result, they're practically useless for link building. However, because they're such high PageRank, they can get on the front page of the SERPS just with a few backlinks. Re: Twitter for SEO? Digital Media Digital Marketing Search Engine Strategies by qlipboard Twitter has value for off page SEO, but it can complement to internet marketing instead of being used as SEO tool. Re: Twitter Digital Media Digital Marketing by KristinaRoy These days Twitter is a good source to invite and increase traffic. A number of people are using it even it depends on how you use it for benefits. You should target same niche or same interest people at twitter, following them; sending direct message may help you. Re: Twitter Digital Media Digital Marketing by CantonMIGD You need to tweet and update your twitter account daily. Also follow people and they'll automatically follow. Advertise your twitter account also in a bunch of social media websites like facebook,tumblr,pinteret,etc... You also need to stay interesting, post interesting tweets and have a good profile image that will cause attention. Twitter Digital Media Digital Marketing by alex_25 Trying to generate more Real traffic To my new boiler and heating help and advice forum. Is twitter the best place to do this? Twitter Digital Media Digital Marketing by Shahin alam How I increase twitter followers? Re: Twitter Digital Media Digital Marketing by rosario1990 Will you use any software for increasing twitter followers or do it manually? I mean to say by creating engaging post. Re: Twitter Digital Media Digital Marketing by earlene We can increase twitter followers by searching people of differnt professions and countries.We can tweet and send to all contacts of our all accounts. Re: Twitter 101 Digital Media Digital Marketing by InsightsDigital You probably know this too but I want to share the Twitter blog that discusses more on business and twitter. [url]http://blog.twitter.com/2009/07/enhancing-value-for-customers-and.html[/url] Re: Twitter 101 Digital Media Digital Marketing by MktgRob [QUOTE=InsightsDigital;936199]You probably know this too but I want to share the Twitter blog that discusses more on business and twitter. [url]http://blog.twitter.com/2009/07/enhancing-value-for-customers-and.html[/url][/QUOTE] I did not know it and I am sure there were others like me who did not. Thanks for sharing.