Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 …needed dataset.reset_index(drop=True, inplace=True) # print value counts print(dataset["airline_sentiment"].value_counts()) ``` **Output:** …i = i + 1 print(i, sentiment_value) except Exception as e: print("===================") print("Exception occurred:",… Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Dani Having a very, very difficult time. My eye is swollen shut and I’m in danger of losing my vision as the shingles rash gets closer and closer to my cornea. Best Ways to Print a High-Quality Book Cover Digital Media UI / UX Design by Zachary_6 … process, whether you’re self-publishing or working with a print-on-demand service. The right paper type, finish (glossy vs…. What printing services do you recommend—KDP, IngramSpark, or local print shops? How do you ensure color accuracy and high-quality… Re: Best Ways to Print a High-Quality Book Cover Digital Media UI / UX Design by rproffitt "Never judge a book by its cover." - Unknown. And book sales are way way down. But here's the book I recently bought. It's title is: ***"The Subtle Art of Resistance: Lessons from Cats for Surviving Fascism"*** which is the problem of today. PDFs and E-books are where it's at. Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Salem …/digital-media/ui-ux-design/threads/543236/best-ways-to-print-a-high-quality-book-cover Re: Question/Answering over SQL Data Using LangGraph Framework Programming Computer Science by Pelorus_1 Through its combination of natural language processing and structured query generation, LangGraph makes interfacing with databases and extracting insights over SQL data easier than ever. Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Dani I agree that they *might* be AI generated, or at least have the help of AI. Sometimes it's hard to tell, and I always want to exercise extreme caution and not delete or infract a post unless I'm 100% confident. I have a bit of a migraine right now, so I have to put a little more thought into whether these 2 posts should be deleted when my head is a… Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Reverend Jim I have a problem with people who start posts about a topic with "let's discuss", but don't actually start the discussion. I have a friend (?) in Toronto who, especially during election season (which seems to be always these days), asking for my opinion on things without ever offering one of her own. I got tired of putting in the effort … Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Dani I disagree with that sentiment when it comes to a Q&A forum such as DaniWeb. The very premise of the site is that people ask questions. Quite often, uninformed questions. Sometimes those questions are just asking for your informed opinion as an expert in your field or as someone more informed than they are at the topic at hand. Other people … Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Reverend Jim And I disagree with that. The post I was referring to was >In this thread, let's dive into the exciting advancements in the world of audio technology. From spatial audio to AI-driven sound systems, the audio landscape is evolving rapidly. Share your thoughts on the latest innovations, your favorite audio gadgets, or how new tech is shaping … Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Dani >I fail to see the distinction between asking for an opinion versus a suggestion versus any other form of help or assistance. I understand that you see a distinction when the OP is trying to start a discussion versus asking for advice or help. However, I don’t understand why you make that distinction in a Q&A discussion forum. Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Reverend Jim 1. I thought we didn't have "forums" anymore. 2. Perhaps the OP posted in the wrong place. 3. Regardless, it was clearly a discussion and not a question. It's moot since the thread has been deleted. Re: Problem with MS Office shortcut bar Hardware and Software Microsoft Windows by themadrastiffin The shortcut bar in MS Office may not appear, may not open or may run slowly if you restart, repair or reinstall the program. Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Dani > I have a bit of a migraine right now, so I have to put a little more thought into whether these 2 posts should be deleted when my head is a bit clearer. Unfortunately, I ended up in the ER from an unrelenting migraine that hasn’t let up for 6 days, and is not responding to any medication. I don’t mean to drop the ball on this thread. Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Dani Today is day one trillion of this still unrelenting headache. FINALLY, a diagnosis! I have shingles. Feeling hopeful to begin treatment and start feeling better. Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Reverend Jim I've had close relatives who had that but I don't recall headaches as a symptom. I hope I never get it (I can't get the vaccine because it's a live vaccine). Good luck with recovery now that you have a diagnosis. Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Dani Jim, My intense headache is because the shingles rash is all over my scalp, my eyebrow, and even all over my eyelid! The intense headache pain was radiating from the area of my scalp where the shingles rash eventually presented. Luckily, the shingles vaccine is no longer live, so you should definitely get it. (I just happened to have not … Re: Are we being played by AI? Let's Discuss! Community Center Meta DaniWeb by Reverend Jim I'll have to ask next time I am at the pharmacy. Thanks for the tip. Benchmarking DeepSeek R1 for Text Classification and Summarization Programming Computer Science by usmanmalik57 …dataset.reset_index(drop=True, inplace=True) # print value counts print(dataset["airline_sentiment"].value_counts()) ``` **Output…'sentiment': sentiment_value }) print(i, sentiment_value) except Exception as e: print("===================") print("Exception occurred with … Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by usmanmalik57 …dataset.reset_index(drop=True, inplace=True) # print value counts print(dataset["airline_sentiment"].value_counts()) ``` **Output…'sentiment': sentiment_value }) print(i, sentiment_value) except Exception as e: print("===================") print("Exception occurred with … DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization Programming Computer Science by usmanmalik57 … dataset.reset_index(drop=True, inplace=True) # print value counts print(dataset["airline_sentiment"].value_counts()) ``` **Output:**… Sentiment {sentiment_value}") except Exception as e: print("===================") print("Exception occurred with model:", model_name, "… Re: Fine-tuning OpenAI Vision Models for Visual Question-Answering Programming Computer Science by RKE2 Fine-tuning OpenAI Vision Models for visual question-answering is an exciting step forward in AI! It is amazing how these models can combine image recognition with natural language processing to provide accurate, context-aware answers. Cannot wait to see more advancements! 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: How To Send MYSQL Data To An Email Programming Web Development by Biiim Here's the code I've been using for about 15 years now - but a bit more simplified: function dbConnect($type = ''){ $conn = mysqli_connect( DBHOST, DBUSER, DBPASS, DBDB); if (!$conn) { echo "Error: Unable to connect to MySQL." . PHP_EOL; echo "Debugging errno: " . mysqli_connect_errno() . … Re: Problem with MS Office shortcut bar Hardware and Software Microsoft Windows by Anonymous_2133 I have always been a fan of the Office 2000 shortcut bar. It has been on my windows desktop since I got it, up until Windows 10 19H2 (RIP). 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