Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 …r"/content/summary_dataset.xlsx") print(dataset.shape) dataset.head() ``` **Output:** ![img1.…= 'utf-8') print(f"Dataset Shape: {dataset.shape}") dataset.head() ``` **Output:** ![…gt;= 2] print(f"Filtered Dataset Shape: {filtered_dataset.shape}") filtered_dataset.head() ``` **Output:** ![img4… Benchmarking DeepSeek R1 for Text Classification and Summarization Programming Computer Science by usmanmalik57 …\dataset.xlsx") dataset = dataset.sample(frac=1) print(dataset.shape) dataset.head() ``` **Output:** ![img4.png](https://static.daniweb.com/attachments… Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by usmanmalik57 …/dataset.xlsx") dataset = dataset.sample(frac=1) print(dataset.shape) dataset.head() ``` **Output:** ![img3.png](https://static.daniweb.com/attachments… DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization Programming Computer Science by usmanmalik57 …/dataset.xlsx") dataset = dataset.sample(frac=1) print(dataset.shape) dataset.head() ``` **Output:** ![img3.png](https://static.daniweb.com/attachments… Re: Selling the house that I grew up Community Center Geeks' Lounge by Reverend Jim … take many many more pictures when it was in prime shape. The buildings are long gone but the acre and a… 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! 'Shape' not declared Programming Software Development by c_shaft05 ….h> #else #include <GL/glut.h> #endif Shape::Shape() {} Shape::~Shape() {} Square::Square() {} void Square::draw() { glColor3f(1.0,0.0…: error: ‘Square’ is not a class or namespace shape.cpp: In function ‘int Shape()’: shape.cpp:11: warning: control reaches end of non… Shape Program Programming Software Development by BobC22 …x ] ) << '\n'; return 0; }[/CODE] shape.cpp [CODE]#include "shape.h" Shape::Shape( double x, double y ) { xCenter = x; yCenter… = y; } double Shape::getCenterX() const { return xCenter; } double Shape::getCenterY() … Shape Drawing Exercise not working correctly Programming Software Development by Chris_16 …( cmbHandlerC ); ComboBoxHandlerS cmbHandlerS = new ComboBoxHandlerS(); shape.addItemListener( cmbHandlerS ); CheckBoxHandler cbHandler = new CheckBoxHandler… } } } // Inner class for the shape combobox private class ComboBoxHandlerS implements ItemListener { public … Shape.cpp Programming Software Development by MOjo72 …;(ostream &out, const Shape &shape) { return(out << shape.toString()); } // -------------------------------- // Circle, subclass of Shape // -------------------------------- class Circle: public Shape { public: Circle(double radius… Re: Shape Drawing Exercise not working correctly Programming Software Development by Chris_16 …working is when i go to draw a shape it looks like the screen is glitching. random…of second endpoint private Color myColor; // color of this shape // Constructors public MyShape(){ // a)A no-argument …constructor that sets all the coordinates of the shape to 0 and the // color to Color.BLACK… Re: Shape Program Programming Software Development by mrnutty Did you define them? Also why does ThreeDimensionalShape only store 2 values. Also there is some serious problems with your inheritance diagram. Take another look at the shape class. Look at what it stores. Look at what you need for each class. Re: Shape.cpp Programming Software Development by ravenous …` variable. You have also re-implemented the functions for the `Shape` interface in the `Square` class, which you don't need… Re: Shape redraw on mouse drag event Programming Software Development by JamesCherrill … to write any code. Usually people want to show the shape being drawn as the mouse moves, so they write the…: create the list of shapes declare a temporary shape, initially null mousepressed: create new shape in the temporary variable mouse dragged: update… shape tween Digital Media UI / UX Design by jerome.chevreau …, I am a begginner in flash and i was learning shape tween and motion tween. I understand that we must convert… use graphics (that i drew on photoshop or something) in shape. i read that i must break appart the image but… really understand when it comes to use it for the shape tween.. Please can anyone help. PS: would it be possible… Re: shape tween Digital Media UI / UX Design by GreenDay2001 … about since I dont have it. For shape tween, you conver each part into shape. > tutorials You search google and you… shape drawn on canvas not registering mouse click Programming Software Development by rbyrd … around on the canvas once they are drawn. A given shape will be drawn when an appropriate button is pressed. I… test code below should print the mouse coordinates when the shape is clicked. But it seems on_click() is never called. What… Shape redraw on mouse drag event Programming Software Development by RAHEEL_3 Hello eveyone, Please tell me why triangle shape is redrawing on mouse move. It want triangle shape draw only once until mouse release… Re: shape drawn on canvas not registering mouse click Programming Software Development by vegaseat Only responds when you click on the border of the rectangle. You have to fill the rectangle with eg. white to make the whole shape respond. Re: Shape redraw on mouse drag event Programming Software Development by JamesCherrill … to `triangles` If you want to see the triangle change shape as you drag the mouse, then use `drawPolygon` to draw… shape detection from image Programming Software Development by samreen36 hello i am making a project shape detection i started in c# but i have to face … Re: shape detection from image Programming Software Development by abelLazm …[/URL] and [URL="http://www.codeproject.com/Questions/199503/shape-detection-from-image-using-a-image-processin.aspx"]2… Re: shape detection from image Programming Software Development by skatamatic There are all sorts of graphics libraries for .net... What kind of functionality are you looking for? If you are looking for a library that does shape detection for you, don't expect it to be free and don't expect a good mark (or any mark for that matter :P ) Help with a triangle shape Programming Software Development by KittyGirl … the user to input 3 numbers, then outputs the shape of the triangle. This is what I have so …B; cin>>C; triangleShape (shape); if (shape == equilateral) cout<<"The shape of the triangle is: equilateral"; … is: scalene"; else cout<<"The shape of the triangle is: noTriangle"; cout<<… Polymorphism in java(Shape Hierarchy) Programming Software Development by shockwave_05 …circle, square, and triangle[/B]. Under the three-dimensional shape you have the [B]sphere, cube, and tetrahedron[/B…whether each shape is a two-dimensional shape or a three-dimensional shape. If a shape is a two-dimensional shape, display …it's area. If a shape is a three-dimensional shape,… Re: Polymorphism in java(Shape Hierarchy) Programming Software Development by h3xc0de …;[CODE=java] //superclass shape public class Shape { } //subclass 2d shape public class Shape2d extends Shape { } //subclass 3d shape public class Shape3d extends Shape { } [/CODE] "Under… Re: Polymorphism in java(Shape Hierarchy) Programming Software Development by subtercosm …the abstract method in the base class Shape. By declaring the abstract method in Shape, you're saying to the rest of… the program that "a Shape is something that can answer the question 'Get Area'."…; Anything that is a Shape must be able to answer that question. Therefore, you need… Changing size of shape over time Programming Software Development by TheHealer ….event.*; public class ShapePanel extends JPanel { Shape[] shapes = new Shape[20]; JPanel drawPanel, controlPanel; JButton addShape…(); } }//end of inner ButtonListener class /*where the Shape objects are drawn*/ private class DrawingPanel extends JPanel { …