Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 …content": prompt}], max_tokens=1150, temperature=0 ) generated_summary = response.choices[0…chat.completions.create( model= model, temperature = 0, max_tokens = 10,… Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by usmanmalik57 ….completions.create( model="deepseek-r1-distill-llama-70b", temperature = 0, max_tokens = 1000, messages=[ {"role": "system"… DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization Programming Computer Science by usmanmalik57 …, user_query): response = client.chat.completions.create( model=model, max_tokens=4000, temperature=0, messages=[ { "role": "system", "content… 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: temperature Programming Software Development by javaman2 …new Scanner(System.in); Temperature hot = new Temperature(); System.out.println("Enter a temperature."); hot.setValue(keyboard…System.out.println(hot); Temperature cold = new Temperature(); System.out.println("Enter a temperature and the scale."… Temperature Programming Software Development by anuj10 … preceding it. The difference is not output for the first temperature that is input. At the end of the program, the… average temperature should be displayed to the 4th place after the decimal… 50.3 -6.4 42.2 -8.1 The average temperature is: 50.1917 Input File: [CODE]#include <fstream>… Re: temperature? Programming Software Development by masterofpuppets … inside the function. So you should call the functions with 'temperature' as an argument like this: [CODE]def fahrenheit2Celsius( fahrenheit ): return… program prints the message and calls the function celsius2Fahrenheit with temperature, which is 43, as an argument, so inside the function… Re: temperature? Programming Software Development by gangster88 …5.0 * celsius + 32 def fahrenheit2celsius(): temperature = input( "Please enter the temperature to convert: " ) fahrenheitorcelsius = …" ) if fahrenheitorcelsius == 1: print temperature, "in Fahrenheit is", fahrenheit2Celsius( temperature ), "Celsius" elif fahrenheitorcelsius == 2… temperature Programming Software Development by javaman2 …, if someone would input 0C for the first temperature and 32F for the second temperature, i need to convert one of these…') value = (5*(value-32)/9); return value; } public boolean equals(Temperature temp2) { return ((this.value==temp2.value)&&(this.scale… Re: temperature? Programming Software Development by Ene Uran …): print( info ) while True: t = str(input( "Enter the temperature: " )).lower() if 'q' in t: break if 'f' in… F" % (num, fahrenheit) ) info = """\ Enter the temperature with the unit of measurement, for instance ... 100F will give… temperature help Programming Software Development by jlouang … someone help me i can't seem to find my temperature problem [CODE] /**************************** * functions *****************************/ float c2F(float); float f2C(float); /**************************** * gloabal… temperature? Programming Software Development by gangster88 … * celsius + 32 def fahrenheit2celsius(): temeperature= input("please enter the temperature to convert: ") fahrenheitorcelsius=input("1=farenheit/2=celsius… Re: temperature? Programming Software Development by jaymeaux77 Ya basically you need to call the local variable temperature not the parameter from the original function. And if you … Temperature Conversion Class Programming Software Development by dsoto … new Temperature(temp1.temperature+temp2.temperature, 'K'); } public Temperature subtract(Temperature n) { Temperature temp1 = this.toKelvin(); Temperature temp2 = n.toKelvin(); return new Temperature(temp1.temperature-temp2.temperature, 'K'); } public Temperature multiply… Temperature Conversion Programming Software Development by dsoto … new Temperature(temp1.temperature+temp2.temperature, 'K'); } public Temperature subtract(Temperature n) { Temperature temp1 = this.toKelvin(); Temperature temp2 = n.toKelvin(); return new Temperature(temp1.temperature-temp2.temperature, 'K'); } public Temperature multiply… Re: Temperature Conversion Class Programming Software Development by dsoto … new Temperature(temp1.temperature+temp2.temperature, 'K'); } public Temperature subtract(Temperature n) { Temperature temp1 = this.toKelvin(); Temperature temp2 = n.toKelvin(); return new Temperature(temp1.temperature-temp2.temperature, 'K'); } public Temperature multiply(Temperature Re: Temperature Conversion Class Programming Software Development by dsoto … new Temperature(temp1.temperature+temp2.temperature, 'K'); } public Temperature subtract(Temperature n) { Temperature temp1 = this.toKelvin(); Temperature temp2 = n.toKelvin(); return new Temperature(temp1.temperature-temp2.temperature, 'K'); } public Temperature multiply(Temperature Re: Temperature Conversion Class Programming Software Development by dsoto … is to make 2 static methods that are readTemperatures(Temperature[] array) and getAverage(Temperature[] array). The methods are supposed to use the… Re: Temperature Conversion Class Programming Software Development by dsoto … my add(), subtract(), multiply(), and divide() methods. I convert the temperature to Kelvin for each one, but today I was told… Re: Temperature Conversion Class Programming Software Development by NormR1 Sorry, I have no idea what it means to multiply or divide one temperature by another. Can you show an example of what you mean by those arithmetic operations with temperatures? Re: Temperature Conversion Class Programming Software Development by dsoto You can see how the program works in the temperature demo. I have the methods in my temperature class, but they only return Kelvin temperatures. They should be able to return all temperatures. Re: Temperature Conversion Class Programming Software Development by NormR1 [QUOTE] They should be able to return all temperatures.[/QUOTE] What controls which type of temperature a method returns? Re: Temperature Conversion Class Programming Software Development by dsoto … right now. [CODE] public static void readTemperatures(Temperature[] array) { for (int i = 0;…quot; + array[i]); } } public static Temperature getAverage(Temperature[] array) { Temperature tempAve; for (int i = 0; i …lt; array.length; i++) { tempArray[i]= new Temperature(); } [/CODE] The algorithm for the method is:… Re: Temperature Conversion Class Programming Software Development by NormR1 … The readTemperatures method calls the read() method of the Temperature objects in the array passed to it and then prints… them out using the Temperature class's toString method. Is that method doing what…currently is broken because it does not return a Temperature object. The getTemperature method is supposed to return a… Re: Temperature Conversion Class Programming Software Development by dsoto ….println("array[i] " + array[i]); } } public static Temperature getAverage(Temperature[] array) { Temperature sum = array[0]; for(int i = 1; i <…; array.length; i++) { sum = sum.add(array[i]); } Temperature tempAve = new Temperature(sum.temperature/array.length, 'K'); return tempAve; } } [/CODE] I call my… Re: Temperature Conversion Class Programming Software Development by dsoto [CODE] public String toString() { return "" + temperature + " " + scale ; } public String read() { return this.toString(); System.… Re: Temperature Conversion Class Programming Software Development by dsoto The idea of my read() method should be to read in and initialize the values for the instance fields of my Temperature object. So what in the Temperature class needs to be initialized with a value? I know this shouldn't be so hard, but I'm really at a loss. Re: Temperature Conversion Class Programming Software Development by NormR1 … and initialize the values for the instance fields of my Temperature object. [/QUOTE] Where does the read() method "read in… the read() method you posted, you create two local variables: temperature and array and give them values. When the read() method…