TheBloke

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WizardCoder-33B-V1.1-GGUF

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That is the most capable opensource LLM for coding I ever seen... It has coding level of GPT-4 ... is incredible.
I easily made advanced applications by this llm .... never done that before so easily.
For instance Phind-CodeLlama-34B-v2 is far less capable comparing to WizardCoder-33B-V1.1. That is big step forward now.

Added from my posts:

for me not making errors what I am surprised.
I'am using newest llamacpp and model version q4k_m ( old q4 is much worse )

My code to run llamcpp

build\bin\main.exe --model models\new3\wizardcoder-33b-v1.1.Q4_K_M.gguf --mlock --color --threads 16 --keep -1 --batch_size 512 --n_predict -1 --repeat_penalty 1.1 --ctx_size 0 --interactive --instruct --reverse-prompt "<|im_end|>" -ngl 58 --simple-io  --in-prefix " ### Instruction: " --in-suffix " ### Response: " -p "Below is an instruction that describes a task. Write a response that appropriately completes the request. "

Look on that code :

Can you make A snake game in python?

• first try. Look how long code is and was generated without any errors also game looks ..decent.
• Even has working score system.

import turtle
import time
import random

delay = 0.1
score = 0
high_score = 0

# Set up the screen
wn = turtle.Screen()
wn.title("Snake Game")
wn.bgcolor("black")
wn.setup(width=600, height=600)
wn.tracer(0)  # Turns off the screen updates

# Snake head
head = turtle.Turtle()
head.speed(0)
head.shape("square")
head.color("white")
head.penup()
head.goto(0, 0)
head.direction = "stop"

# Snake food
food = turtle.Turtle()
food.speed(0)
food.shape("circle")
food.color("red")
food.penup()
food.goto(random.randint(-290, 290), random.randint(-290, 290))

segments = []

# Pen
pen = turtle.Turtle()
pen.speed(0)
pen.shape("square")
pen.color("white")
pen.penup()
pen.hideturtle()
pen.goto(0, 260)
pen.write("Score: 0  High Score: 0", align="center", font=("Courier", 24, "normal"))

# Functions
def go_up():
    if head.direction != "down":
        head.direction = "up"

def go_down():
    if head.direction != "up":
        head.direction = "down"

def go_left():
    if head.direction != "right":
        head.direction = "left"

def go_right():
    if head.direction != "left":
        head.direction = "right"

def move():
    if head.direction == "up":
        y = head.ycor()
        head.sety(y + 20)

    if head.direction == "down":
        y = head.ycor()
        head.sety(y - 20)

    if head.direction == "left":
        x = head.xcor()
        head.setx(x - 20)

    if head.direction == "right":
        x = head.xcor()
        head.setx(x + 20)

# Keyboard bindings
wn.listen()
wn.onkeypress(go_up, "Up")
wn.onkeypress(go_down, "Down")
wn.onkeypress(go_left, "Left")
wn.onkeypress(go_right, "Right")

# Main game loop
while True:
    wn.update()

    # Check for a collision with the border
    if head.xcor()>290 or head.xcor()<-290 or head.ycor()>290 or head.ycor()<-290:
        time.sleep(1)
        head.goto(0,0)
        head.direction = "stop"

        # Hide the segments
        for segment in segments:
            segment.goto(1000, 1000)

        # Clear the segments list
        segments.clear()

        score = 0

    # Check for a collision with the food
    if head.distance(food) < 20:
        x = random.randint(-290, 290)
        y = random.randint(-290, 290)
        food.goto(x,y)

        # Add a segment
        new_segment = turtle.Turtle()
        new_segment.speed(0)
        new_segment.shape("square")
        new_segment.color("grey")
        new_segment.penup()
        segments.append(new_segment)

        # Shorten the delay
        delay -= 0.001

        score += 10
        if score > high_score:
            high_score = score

        pen.clear()
        pen.write("Score: {}  High Score: {}".format(score, high_score), align="center", font=("Courier", 24, "normal"))

    # Move the end segments first in reverse order
    for index in range(len(segments)-1, 0, -1):
        x = segments[index-1].xcor()
        y = segments[index-1].ycor()
        segments[index].goto(x, y)

    # Move segment 0 to where the head is
    if len(segments) > 0:
        x = head.xcor()
        y = head.ycor()
        segments[0].goto(x, y)

    move()

    time.sleep(delay)

wn.mainloop()

• Second try to make snake game gave even better results , welcome screen , end screen etc ....
• look how long the code is and works without any corrections

import pygame, sys, time, random
from pygame.locals import *

# Constants that will be used in the game
FPS = 15
WINDOW_WIDTH = 640
WINDOW_HEIGHT = 480
CELLSIZE = 20
assert WINDOW_WIDTH % CELLSIZE == 0, "Window width must be a multiple of cell size."
assert WINDOW_HEIGHT % CELLSIZE == 0, "Window height must be a multiple of cell size."
CELLWIDTH = int(WINDOW_WIDTH / CELLSIZE)
CELLHEIGHT = int(WINDOW_HEIGHT / CELLSIZE)
WHITE = (255, 255, 255)
BLACK = (0, 0, 0)
RED = (255, 0, 0)
GREEN = (0, 255, 0)
DARKGRAY = (40, 40, 40)
BGCOLOR = BLACK

UP = 'up'
DOWN = 'down'
LEFT = 'left'
RIGHT = 'right'

HEAD = 0 # syntactic sugar: index of the snake's head

def main():
    global FPSCLOCK, DISPLAYSURF
    pygame.init()
    FPSCLOCK = pygame.time.Clock()
    DISPLAYSURF = pygame.display.set_mode((WINDOW_WIDTH, WINDOW_HEIGHT))
    pygame.display.set_caption('Snake')

    showStartScreen()
    while True: # main game loop
        runGame()
        showGameOverScreen()

def runGame():
    # Game setup
    snake = [{'x': 5, 'y': 10}, {'x': 4, 'y': 10}, {'x': 3, 'y': 10}]
    direction = RIGHT
    newDirection = direction

    food = getRandomLocation()
    while True: # single game loop
        for event in pygame.event.get(): # event handling loop
            if event.type == QUIT or (event.type == KEYDOWN and event.key == K_ESCAPE):
                terminate()
            elif event.type == KEYDOWN:
                if event.key == K_LEFT and direction != RIGHT:
                    newDirection = LEFT
                elif event.key == K_RIGHT and direction != LEFT:
                    newDirection = RIGHT
                elif event.key == K_UP and direction != DOWN:
                    newDirection = UP
                elif event.key == K_DOWN and direction != UP:
                    newDirection = DOWN
        if isGameOver(snake):
            return
        direction = newDirection # only change direction when no QUIT event

        # move the snake
        if direction == UP:
            newHead = {'x': snake[HEAD]['x'], 'y': snake[HEAD]['y'] - 1}
        elif direction == DOWN:
            newHead = {'x': snake[HEAD]['x'], 'y': snake[HEAD]['y'] + 1}
        elif direction == LEFT:
            newHead = {'x': snake[HEAD]['x'] - 1, 'y': snake[HEAD]['y']}
        elif direction == RIGHT:
            newHead = {'x': snake[HEAD]['x'] + 1, 'y': snake[HEAD]['y']}

        snake.insert(0, newHead) # insert and del operations are fast at the beginning of a list

        if (newHead == food): # have we eaten?
            food = getRandomLocation() # spawn new food object
        else: # move snake by removing tail
            snake.pop()

        # Draw the game world on the window
        DISPLAYSURF.fill(BGCOLOR)
        drawGrid()
        drawSnake(snake)
        drawObject(food, RED)

        pygame.display.update()
        FPSCLOCK.tick(FPS)

def drawGrid():
    for x in range(0, WINDOW_WIDTH, CELLSIZE): # draw vertical lines
        pygame.draw.line(DISPLAYSURF, DARKGRAY, (x, 0), (x, WINDOW_HEIGHT))
    for y in range (0, WINDOW_HEIGHT, CELLSIZE): # draw horizontal lines
        pygame.draw.line(DISPLAYSURF, DARKGRAY, (0, y), (WINDOW_WIDTH, y))

def drawSnake(snakeList):
    for coord in snakeList:
        x = coord['x'] * CELLSIZE
        y = coord['y'] * CELLSIZE
        snakeSegmentRect = pygame.Rect(x, y, CELLSIZE, CELLSIZE)
        pygame.draw.rect(DISPLAYSURF, GREEN, snakeSegmentRect)
        snakeInnerSegmentRect = pygame.Rect(x + 4, y + 4, CELLSIZE - 8, CELLSIZE - 8)
        pygame.draw.rect(DISPLAYSURF, WHITE, snakeInnerSegmentRect)

def drawObject(coord, color):
    x = coord['x'] * CELLSIZE
    y = coord['y'] * CELLSIZE
    foodRect = pygame.Rect(x, y, CELLSIZE, CELLSIZE)
    pygame.draw.rect(DISPLAYSURF, color, foodRect)

def getRandomLocation():
    return {'x': random.randint(0, CELLWIDTH - 1), 'y': random.randint(0, CELLHEIGHT - 1)}

def isGameOver(snake):
    if (snake[HEAD]['x'] == -1 or snake[HEAD]['x'] == CELLWIDTH or
        snake[HEAD]['y'] == -1 or snake[HEAD]['y'] == CELLHEIGHT): # hit the wall
            return True
    for snakeBody in snake[1:]: # hit itself
        if snakeBody == snake[HEAD]:
            return True
    return False

def showStartScreen():
    titleFont = pygame.font.Font('freesansbold.ttf', 100)
    titleSurf1 = titleFont.render('Snake Game', True, WHITE, DARKGRAY)
    titleSurf2 = titleFont.render('Press a key to start.', True, WHITE)
    DISPLAYSURF.blit(titleSurf1, (int((WINDOW_WIDTH - titleSurf1.get_width()) / 2), int((WINDOW_HEIGHT - titleSurf1.get_height()) / 2)))
    DISPLAYSURF.blit(titleSurf2, (int((WINDOW_WIDTH - titleSurf2.get_width()) / 2), int((WINDOW_HEIGHT - titleSurf1.get_height()) / 2) + 100))
    pygame.display.update()
    waitForPlayer()

def showGameOverScreen():
    gameOverFont = pygame.font.Font('freesansbold.ttf', 150)
    gameSurf = gameOverFont.render('Game', True, WHITE)
    overSurf = gameOverFont.render('Over', True, WHITE)
    DISPLAYSURF.blit(gameSurf, (int((WINDOW_WIDTH - gameSurf.get_width()) / 2), int((WINDOW_HEIGHT - gameSurf.get_height()) / 2)))
    DISPLAYSURF.blit(overSurf, (int((WINDOW_WIDTH - overSurf.get_width()) / 2), int((WINDOW_HEIGHT - overSurf.get_height()) / 2) + 100))
    drawPressKeyMsg()
    pygame.display.update()
    waitForPlayer()
    gameOverFont = pygame.font.Font('freesansbold.ttf', 15)
    playAgainSurf = gameOverFont.render('Play again? (yes or no)', True, WHITE)
    DISPLAYSURF.blit(playAgainSurf, (int((WINDOW_WIDTH - playAgainSurf.get_width()) / 2), int((WINDOW_HEIGHT - playAgainSurf.get_height()) / 2) + 100))
    pygame.display.update()
    return playAgain()

def drawPressKeyMsg():
    pressKeyFont = pygame.font.Font('freesansbold.ttf', 18)
    pressKeySurf = pressKeyFont.render('Press a key to play again.', True, WHITE)
    DISPLAYSURF.blit(pressKeySurf, (int((WINDOW_WIDTH - pressKeySurf.get_width()) / 2), int((WINDOW_HEIGHT - pressKeySurf.get_height()) / 2) + 100))
    pygame.display.update()

def playAgain():
    while True: # keep asking until player enters yes or no
        for event in pygame.event.get():
            if event.type == QUIT:
                terminate()
            if event.type == KEYDOWN:
                if event.key == K_ESCAPE: # pressing escape quits
                    terminate()
                if event.key == K_y or event.key == K_n:
                    return event.key == K_y # yes or no

def waitForPlayer():
    while True:
        for event in pygame.event.get():
            if event.type == QUIT:
                terminate()
            if event.type == KEYDOWN:
                if event.key == K_ESCAPE: # pressing escape quits
                    terminate()
                return

def terminate():
    pygame.quit()
    sys.exit()

if __name__ == '__main__':
    main()

or

Provide complete working code for a realistic looking tree in Python using the Turtle graphics library and a recursive algorithm.

• also first try.

import turtle
import random

# Function to draw trees using recursion
def draw_tree(branchLen,t):
    if branchLen > 5: # Base case for recursive function
        t.forward(branchLen)
        t.right(20)
        draw_tree(branchLen - 15,t) # Recursive call to draw right branch of tree
        t.left(40)
        draw_tree(branchLen - 15,t) # Recursive call to draw left branch of tree
        t.right(20)
        t.backward(branchLen) # Go back to the initial position after drawing each branch
    else:
        return

def main():
    myWin = turtle.Screen()
    t = turtle.Turtle()

    t.left(90)
    t.up()
    t.backward(100)
    t.down()
    t.color("green")

    # Draw a random tree with branch length between 50 and 100
    draw_tree(random.randint(50, 100),t)
    myWin.exitonclick()

main()

• Second attempt

import turtle
import random

# Set up the screen
wn = turtle.Screen()
wn.bgcolor("black")
turtle.speed(0)
turtle.setheading(90)
turtle.penup()
turtle.goto(-150, -200)
turtle.pendown()
turtle.pencolor('green')

# Recursive function to draw a tree
def draw_tree(branchLength):
    angle = random.randint(15,45)
    sf = random.uniform(0.6, 0.8) # scale factor for the branches

    if branchLength < 3: # Base case to stop recursion
        return
    else:
        turtle.forward(branchLength)

        turtle.left(angle)
        draw_tree(branchLength*sf)

        turtle.right(angle*2)
        draw_tree(branchLength*sf)

        turtle.left(angle)

        if branchLength < 15: # To make sure the leaves are small
            turtle.pencolor('green')
            turtle.dot()

        turtle.backward(branchLength)

# Call the function
draw_tree(75)

turtle.done()

Try such quotatios on any other open source llm ..good luck to run on first try or will never be working code. Even if works is usually very basic snake game looks. Or that tree is broken badly.
This model is doing that without any problems even more complex code .... is very comparable to GPT-4 exceeding GPT-3.5 easily.