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pszemraj

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LocalLLaMA-posts

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ERROR: type should be string, got "https://preview.redd.it/p2fbkxrwfpaf1.png?width=974&format=png&auto=webp&s=f10ede0d0dd579828a4a2eb894192c60768a2f5a\n\n9.8t/s on a 235b model with just a 16GB card? I had no intention of using this model when I started messing around with this but I only get 15t/s with the 32b so...\n\n**TLDR**\n\nllama-server.exe -m Qwen3-235B-A22B-UD-Q2\\_K\\_XL-00001-of-00002.gguf -ot exps=CPU -c 30000 --temp 0.6 --top-k 20 --top-p 0.95 --min-p 0.0 -ngl 99 -fa -dev CUDA0 -md Qwen3-0.6B-BF16.gguf -devd CUDA0 -devd CUDA0 -ngld 99\n\n\n\nprompt eval time = 10924.78 ms / 214 tokens ( 51.05 ms per token, 19.59 tokens per second)\n\neval time = 594651.64 ms / 5826 tokens ( 102.07 ms per token, 9.80 tokens per second)\n\ntotal time = 605576.42 ms / 6040 tokens\n\nslot print\\_timing: id 0 | task 0 |\n\ndraft acceptance rate = 0.86070 ( 4430 accepted / 5147 generated)\n\n\n\nI've now tried quite a few Qwen 0.6b draft models. TLDR, Q80 is marginally faster BUT FOR SOME REASON the bf16 draft model produces better outputs then all the others. Also, look at that acceptance rate. 86%!\n\n \nThis was the classic flappy bird test and here's the code it produced:\n\n`import pygame`\n\n`import random`\n\n`import sys`\n\n\n\n`# Initialize pygame`\n\n`pygame.init()`\n\n\n\n`# Set up display`\n\n`width, height = 400, 600`\n\n`screen = pygame.display.set_mode((width, height))`\n\n`pygame.display.set_caption(\"Flappy Bird\")`\n\n\n\n`# Set up game clock`\n\n`clock = pygame.time.Clock()`\n\n\n\n`# Bird parameters`\n\n`bird_x = width // 4`\n\n`bird_y = height // 2`\n\n`bird_velocity = 0`\n\n`gravity = 0.5`\n\n`acceleration = -8`\n\n`bird_size = 30`\n\n`bird_shape = random.choice(['square', 'circle', 'triangle'])`\n\n`bird_color = (random.randint(0, 100), random.randint(0, 100), random.randint(0, 100))`\n\n\n\n`# Land parameters`\n\n`land_height = random.choice([50, 100])`\n\n`land_color = random.choice([(139, 69, 19), (255, 255, 0)])`\n\n\n\n`# Pipe parameters`\n\n`pipe_width = 60`\n\n`pipe_gap = 150`\n\n`pipe_velocity = 3`\n\n`pipes = []`\n\n`pipe_colors = [(0, 100, 0), (165, 105, 55), (60, 60, 60)]`\n\n\n\n`# Score`\n\n`score = 0`\n\n`best_score = 0`\n\n`font = pygame.font.Font(None, 36)`\n\n\n\n`# Background`\n\n`background_color = (173, 216, 230) # light blue`\n\n\n\n`# Game state`\n\n`game_active = True`\n\n\n\n`def create_pipe():`\n\n`pipe_height = random.randint(100, height - pipe_gap - land_height - 50)`\n\n`top_pipe = pygame.Rect(width, 0, pipe_width, pipe_height)`\n\n`bottom_pipe = pygame.Rect(width, pipe_height + pipe_gap, pipe_width, height - pipe_height - pipe_gap)`\n\n`color = random.choice(pipe_colors)`\n\n`return [top_pipe, bottom_pipe, color, False] # False for scored status`\n\n\n\n`def draw_bird():`\n\n`if bird_shape == 'square':`\n\n`pygame.draw.rect(screen, bird_color, (bird_x, bird_y, bird_size, bird_size))`\n\n`elif bird_shape == 'circle':`\n\n`pygame.draw.circle(screen, bird_color, (bird_x + bird_size//2, bird_y + bird_size//2), bird_size//2)`\n\n`elif bird_shape == 'triangle':`\n\n`points = [(bird_x, bird_y + bird_size),` \n\n`(bird_x + bird_size//2, bird_y),` \n\n`(bird_x + bird_size, bird_y + bird_size)]`\n\n`pygame.draw.polygon(screen, bird_color, points)`\n\n\n\n`def check_collision():`\n\n`# Create bird rect`\n\n`bird_rect = pygame.Rect(bird_x, bird_y, bird_size, bird_size)`\n\n\n\n`# Check collision with pipes`\n\n`for pipe in pipes:`\n\n`if pipe[0].colliderect(bird_rect) or pipe[1].colliderect(bird_rect):`\n\n`return True`\n\n\n\n`# Check collision with ground or ceiling`\n\n`if bird_y >= height - land_height or bird_y <= 0:`\n\n`return True`\n\n\n\n`return False`\n\n\n\n`# Initial pipe`\n\n`pipes.append(create_pipe())`\n\n\n\n`# Main game loop`\n\n`while True:`\n\n`for event in pygame.event.get():`\n\n`if event.type == pygame.QUIT:`\n\n`pygame.quit()`\n\n`sys.exit()`\n\n`if event.type == pygame.KEYDOWN:`\n\n`if event.key == pygame.K_SPACE:`\n\n`if game_active:`\n\n`bird_velocity = acceleration`\n\n`else:`\n\n`# Restart game`\n\n`bird_y = height // 2`\n\n`bird_velocity = 0`\n\n`pipes = [create_pipe()]`\n\n`score = 0`\n\n`game_active = True`\n\n`if event.key == pygame.K_q or event.key == pygame.K_ESCAPE:`\n\n`pygame.quit()`\n\n`sys.exit()`\n\n\n\n`if game_active:`\n\n`# Update bird position`\n\n`bird_velocity += gravity`\n\n`bird_y += bird_velocity`\n\n\n\n`# Update pipes`\n\n`if not pipes or pipes[-1][0].x < width - 200:`\n\n`pipes.append(create_pipe())`\n\n\n\n`for pipe in pipes:`\n\n`pipe[0].x -= pipe_velocity`\n\n`pipe[1].x -= pipe_velocity`\n\n\n\n`# Remove off-screen pipes`\n\n`pipes = [pipe for pipe in pipes if pipe[0].x + pipe_width > 0]`\n\n\n\n`# Check for collision`\n\n`if check_collision():`\n\n`game_active = False`\n\n`best_score = max(score, best_score)`\n\n\n\n`# Check for score update`\n\n`for pipe in pipes:`\n\n`if not pipe[3]: # If not scored yet`\n\n`if pipe[0].x + pipe_width < bird_x:`\n\n`score += 1`\n\n`pipe[3] = True`\n\n\n\n`# Draw everything`\n\n`screen.fill(background_color)`\n\n\n\n`# Draw pipes`\n\n`for pipe in pipes:`\n\n`pygame.draw.rect(screen, pipe[2], pipe[0])`\n\n`pygame.draw.rect(screen, pipe[2], pipe[1])`\n\n\n\n`# Draw bird`\n\n`draw_bird()`\n\n\n\n`# Draw land`\n\n`pygame.draw.rect(screen, land_color, (0, height - land_height, width, land_height))`\n\n\n\n`# Draw score`\n\n`score_text = font.render(f\"Score: {score}\", True, (0, 0, 0))`\n\n`best_score_text = font.render(f\"Best: {best_score}\", True, (0, 0, 0))`\n\n`screen.blit(score_text, (width - 150, 20))`\n\n`screen.blit(best_score_text, (width - 150, 50))`\n\n\n\n`if not game_active:`\n\n`game_over_text = font.render(\"Game Over! Press SPACE to restart\", True, (0, 0, 0))`\n\n`screen.blit(game_over_text, (width//2 - 150, height//2 - 50))`\n\n\n\n`pygame.display.flip()`\n\n`clock.tick(60)`\n\n\n\n**Conclusion**\n\nI had no intention of using this model, I was just trying to see how badly it would run however, I'm starting to think there may be some sort of synergy between Unsloth's Q2K 235b and their BF16 0.6b as a draft model.\n\nThe game seems to run and play fine, too:\n\nhttps://preview.redd.it/wqz4igq1ipaf1.png?width=402&format=png&auto=webp&s=bd14c5ac22a1f517de5d926e584e817db731f79e\n\n"