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User: Generate a video Prompt: A ballet dancer performing Swan Lake on stage, graceful movements, perfect pirouettes, dramatic lighting, 4K, 60fps, cinematic, slow motion, ultra-detailed costume, emotional performance Negative prompt: blurry, amateur, low quality, cartoon Parameters: - Resolution: 3840x2160 - FPS: 6...
User: Generate a video Prompt: A ballet dancer performing Swan Lake on stage, graceful movements, perfect pirouettes, dramatic lighting, 4K, 60fps, cinematic, slow motion, ultra-detailed costume, emotional performance Negative prompt: blurry, amateur, low quality, cartoon Parameters: - Resolution: 3840x2160 - FPS: 6...
User: Generate an image Prompt: A majestic snow leopard perched on a rocky cliff at golden hour, ultra-realistic, 8K, sharp focus, shallow depth of field, bokeh background, National Geographic style, photorealistic, hyper-detailed fur, piercing blue eyes, dramatic lighting Negative prompt: blurry, low quality, cartoo...
User: Generate an image Prompt: A delicate cherry blossom tree in full bloom, soft pink petals falling, traditional Japanese garden, koi pond, wooden bridge, spring morning, soft sunlight, serene atmosphere, watercolor painting style, ultra-detailed, 8K, pastel colors Negative prompt: winter, snow, dark, night, urban...
User: Generate a video Prompt: A hummingbird hovering in slow motion, wings beating at 50fps, iridescent feathers, flower background, macro shot, 4K, 120fps, ultra-detailed, National Geographic documentary style, smooth camera movement Negative prompt: blurry, low fps, shaky camera, cartoon Parameters: - Resolution:...
User: Generate an image Prompt: A futuristic cyberpunk city at night, neon lights reflecting on wet streets, flying cars, towering skyscrapers, holographic advertisements, rain, cinematic composition, Blade Runner style, 8K, ultra-detailed, atmospheric fog, vibrant colors Negative prompt: daytime, sunny, low resoluti...
User: Generate an image Prompt: A futuristic cyberpunk city at night, neon lights reflecting on wet streets, flying cars, towering skyscrapers, holographic advertisements, rain, cinematic composition, Blade Runner style, 8K, ultra-detailed, atmospheric fog, vibrant colors Negative prompt: daytime, sunny, low resoluti...
User: Generate an image Prompt: A futuristic cyberpunk city at night, neon lights reflecting on wet streets, flying cars, towering skyscrapers, holographic advertisements, rain, cinematic composition, Blade Runner style, 8K, ultra-detailed, atmospheric fog, vibrant colors Negative prompt: daytime, sunny, low resoluti...
User: How to set steps for image? Values: 20, 30, 40, 50, 60, 80, 100 Recommendation: 50 steps for balance, 80+ for max quality Trade-off: More steps = slower + diminishing returns after 80
User: What is CLIP Score? Description: Measures how well the image matches the text prompt Good value: > 0.25 Excellent value: > 0.35 Why: Higher is better, measures prompt adherence
User: Generate an image Prompt: Portrait of an elderly wise man with a long white beard, deep wrinkles, kind eyes, wearing traditional clothing, sitting in a library with ancient books, warm candlelight, Rembrandt lighting, oil painting style, masterful brushstrokes, 8K, ultra-detailed Negative prompt: young, smooth ...
User: Generate an image Prompt: Portrait of an elderly wise man with a long white beard, deep wrinkles, kind eyes, wearing traditional clothing, sitting in a library with ancient books, warm candlelight, Rembrandt lighting, oil painting style, masterful brushstrokes, 8K, ultra-detailed Negative prompt: young, smooth ...
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: Generate an image Prompt: A futuristic cyberpunk city at night, neon lights reflecting on wet streets, flying cars, towering skyscrapers, holographic advertisements, rain, cinematic composition, Blade Runner style, 8K, ultra-detailed, atmospheric fog, vibrant colors Negative prompt: daytime, sunny, low resoluti...
User: Generate an image Prompt: A cozy cabin in the woods during autumn, golden leaves falling, smoke rising from chimney, warm light in windows, misty morning, mountain background, photorealistic, 8K, National Geographic, hyper-detailed, cinematic Negative prompt: summer, green, sunny, urban, modern Parameters: - R...
User: Generate an image Prompt: A futuristic cyberpunk city at night, neon lights reflecting on wet streets, flying cars, towering skyscrapers, holographic advertisements, rain, cinematic composition, Blade Runner style, 8K, ultra-detailed, atmospheric fog, vibrant colors Negative prompt: daytime, sunny, low resoluti...
User: How to set cfg_scale for image? Values: 1, 3, 5, 7, 9, 12, 15 Recommendation: 7-8 for balance, 3-5 for creativity, 12+ for precision Trade-off: Higher CFG = more prompt adherence but less creativity
User: What is IS (Inception Score)? Description: Measures quality and diversity of generated images Good value: > 10 Excellent value: > 30 Why: Higher is better, measures variety + quality
User: Generate an image Prompt: A majestic snow leopard perched on a rocky cliff at golden hour, ultra-realistic, 8K, sharp focus, shallow depth of field, bokeh background, National Geographic style, photorealistic, hyper-detailed fur, piercing blue eyes, dramatic lighting Negative prompt: blurry, low quality, cartoo...
User: Generate an image Prompt: A cozy cabin in the woods during autumn, golden leaves falling, smoke rising from chimney, warm light in windows, misty morning, mountain background, photorealistic, 8K, National Geographic, hyper-detailed, cinematic Negative prompt: summer, green, sunny, urban, modern Parameters: - R...
User: What is LPIPS? Description: Learned Perceptual Image Patch Similarity Good value: < 0.3 Excellent value: < 0.1 Why: Lower is better, measures perceptual similarity
User: How to set steps for image? Values: 20, 30, 40, 50, 60, 80, 100 Recommendation: 50 steps for balance, 80+ for max quality Trade-off: More steps = slower + diminishing returns after 80
User: Generate a video Prompt: A spaceship traveling through a nebula, stars passing by, colorful gas clouds, cosmic dust, 4K, 60fps, cinematic, Interstellar style, smooth dolly zoom, ultra-detailed Negative prompt: low resolution, static, cartoon, anime Parameters: - Resolution: 3840x2160 - FPS: 60 - Duration: 15s ...
User: How to set steps for image? Values: 20, 30, 40, 50, 60, 80, 100 Recommendation: 50 steps for balance, 80+ for max quality Trade-off: More steps = slower + diminishing returns after 80
User: Generate an image Prompt: A futuristic cyberpunk city at night, neon lights reflecting on wet streets, flying cars, towering skyscrapers, holographic advertisements, rain, cinematic composition, Blade Runner style, 8K, ultra-detailed, atmospheric fog, vibrant colors Negative prompt: daytime, sunny, low resoluti...
User: Generate an image Prompt: A majestic snow leopard perched on a rocky cliff at golden hour, ultra-realistic, 8K, sharp focus, shallow depth of field, bokeh background, National Geographic style, photorealistic, hyper-detailed fur, piercing blue eyes, dramatic lighting Negative prompt: blurry, low quality, cartoo...
User: What is CLIP Score? Description: Measures how well the image matches the text prompt Good value: > 0.25 Excellent value: > 0.35 Why: Higher is better, measures prompt adherence
User: Generate an image Prompt: A cozy cabin in the woods during autumn, golden leaves falling, smoke rising from chimney, warm light in windows, misty morning, mountain background, photorealistic, 8K, National Geographic, hyper-detailed, cinematic Negative prompt: summer, green, sunny, urban, modern Parameters: - R...
User: Generate an image Prompt: A delicate cherry blossom tree in full bloom, soft pink petals falling, traditional Japanese garden, koi pond, wooden bridge, spring morning, soft sunlight, serene atmosphere, watercolor painting style, ultra-detailed, 8K, pastel colors Negative prompt: winter, snow, dark, night, urban...
User: How to set fps for video? Values: 24, 30, 60, 120, 240 Recommendation: 30 for normal, 60 for smooth, 120+ for slow motion Trade-off: Higher fps = smoother but larger file size
User: Generate an image Prompt: A majestic snow leopard perched on a rocky cliff at golden hour, ultra-realistic, 8K, sharp focus, shallow depth of field, bokeh background, National Geographic style, photorealistic, hyper-detailed fur, piercing blue eyes, dramatic lighting Negative prompt: blurry, low quality, cartoo...
User: Generate an image Prompt: A delicate cherry blossom tree in full bloom, soft pink petals falling, traditional Japanese garden, koi pond, wooden bridge, spring morning, soft sunlight, serene atmosphere, watercolor painting style, ultra-detailed, 8K, pastel colors Negative prompt: winter, snow, dark, night, urban...
User: Generate a video Prompt: A spaceship traveling through a nebula, stars passing by, colorful gas clouds, cosmic dust, 4K, 60fps, cinematic, Interstellar style, smooth dolly zoom, ultra-detailed Negative prompt: low resolution, static, cartoon, anime Parameters: - Resolution: 3840x2160 - FPS: 60 - Duration: 15s ...
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: Generate an image Prompt: A majestic snow leopard perched on a rocky cliff at golden hour, ultra-realistic, 8K, sharp focus, shallow depth of field, bokeh background, National Geographic style, photorealistic, hyper-detailed fur, piercing blue eyes, dramatic lighting Negative prompt: blurry, low quality, cartoo...
User: What is CLIP Score? Description: Measures how well the image matches the text prompt Good value: > 0.25 Excellent value: > 0.35 Why: Higher is better, measures prompt adherence
User: What is FID (Fréchet Inception Distance)? Description: Measures how similar generated images are to real images Good value: < 10 Excellent value: < 5 Why: Lower is better, measures distribution similarity
User: Generate a video Prompt: A spaceship traveling through a nebula, stars passing by, colorful gas clouds, cosmic dust, 4K, 60fps, cinematic, Interstellar style, smooth dolly zoom, ultra-detailed Negative prompt: low resolution, static, cartoon, anime Parameters: - Resolution: 3840x2160 - FPS: 60 - Duration: 15s ...
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: How to set steps for image? Values: 20, 30, 40, 50, 60, 80, 100 Recommendation: 50 steps for balance, 80+ for max quality Trade-off: More steps = slower + diminishing returns after 80
User: How to set resolution for image? Values: 512x512, 1024x1024, 2048x2048, 4096x4096, 8192x8192 Recommendation: Use 1024x1024 for SDXL, 2048+ for high quality Trade-off: Higher resolution = slower generation + more VRAM
User: Generate a video Prompt: A hummingbird hovering in slow motion, wings beating at 50fps, iridescent feathers, flower background, macro shot, 4K, 120fps, ultra-detailed, National Geographic documentary style, smooth camera movement Negative prompt: blurry, low fps, shaky camera, cartoon Parameters: - Resolution:...
User: Generate a video Prompt: A chef preparing sushi in a traditional Japanese restaurant, precise knife skills, fresh fish, rice, wasabi, close-up shots, 4K, 60fps, food documentary, steam rising, warm lighting Negative prompt: blurry, fast cuts, cartoon, low quality Parameters: - Resolution: 3840x2160 - FPS: 60 -...
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: Generate an image Prompt: A cozy cabin in the woods during autumn, golden leaves falling, smoke rising from chimney, warm light in windows, misty morning, mountain background, photorealistic, 8K, National Geographic, hyper-detailed, cinematic Negative prompt: summer, green, sunny, urban, modern Parameters: - R...
User: Generate an image Prompt: A futuristic cyberpunk city at night, neon lights reflecting on wet streets, flying cars, towering skyscrapers, holographic advertisements, rain, cinematic composition, Blade Runner style, 8K, ultra-detailed, atmospheric fog, vibrant colors Negative prompt: daytime, sunny, low resoluti...
User: What is CLIP Score? Description: Measures how well the image matches the text prompt Good value: > 0.25 Excellent value: > 0.35 Why: Higher is better, measures prompt adherence
User: What is LPIPS? Description: Learned Perceptual Image Patch Similarity Good value: < 0.3 Excellent value: < 0.1 Why: Lower is better, measures perceptual similarity
User: How to set fps for video? Values: 24, 30, 60, 120, 240 Recommendation: 30 for normal, 60 for smooth, 120+ for slow motion Trade-off: Higher fps = smoother but larger file size
User: What is IS (Inception Score)? Description: Measures quality and diversity of generated images Good value: > 10 Excellent value: > 30 Why: Higher is better, measures variety + quality
User: Generate a video Prompt: A chef preparing sushi in a traditional Japanese restaurant, precise knife skills, fresh fish, rice, wasabi, close-up shots, 4K, 60fps, food documentary, steam rising, warm lighting Negative prompt: blurry, fast cuts, cartoon, low quality Parameters: - Resolution: 3840x2160 - FPS: 60 -...
User: Generate a video Prompt: A ballet dancer performing Swan Lake on stage, graceful movements, perfect pirouettes, dramatic lighting, 4K, 60fps, cinematic, slow motion, ultra-detailed costume, emotional performance Negative prompt: blurry, amateur, low quality, cartoon Parameters: - Resolution: 3840x2160 - FPS: 6...
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: Generate a video Prompt: A spaceship traveling through a nebula, stars passing by, colorful gas clouds, cosmic dust, 4K, 60fps, cinematic, Interstellar style, smooth dolly zoom, ultra-detailed Negative prompt: low resolution, static, cartoon, anime Parameters: - Resolution: 3840x2160 - FPS: 60 - Duration: 15s ...
User: Generate an image Prompt: A delicate cherry blossom tree in full bloom, soft pink petals falling, traditional Japanese garden, koi pond, wooden bridge, spring morning, soft sunlight, serene atmosphere, watercolor painting style, ultra-detailed, 8K, pastel colors Negative prompt: winter, snow, dark, night, urban...
User: Generate a video Prompt: A hummingbird hovering in slow motion, wings beating at 50fps, iridescent feathers, flower background, macro shot, 4K, 120fps, ultra-detailed, National Geographic documentary style, smooth camera movement Negative prompt: blurry, low fps, shaky camera, cartoon Parameters: - Resolution:...
User: How to set steps for image? Values: 20, 30, 40, 50, 60, 80, 100 Recommendation: 50 steps for balance, 80+ for max quality Trade-off: More steps = slower + diminishing returns after 80
User: How to set resolution for image? Values: 512x512, 1024x1024, 2048x2048, 4096x4096, 8192x8192 Recommendation: Use 1024x1024 for SDXL, 2048+ for high quality Trade-off: Higher resolution = slower generation + more VRAM
User: What is IS (Inception Score)? Description: Measures quality and diversity of generated images Good value: > 10 Excellent value: > 30 Why: Higher is better, measures variety + quality
User: Generate an image Prompt: Portrait of an elderly wise man with a long white beard, deep wrinkles, kind eyes, wearing traditional clothing, sitting in a library with ancient books, warm candlelight, Rembrandt lighting, oil painting style, masterful brushstrokes, 8K, ultra-detailed Negative prompt: young, smooth ...
User: What is IS (Inception Score)? Description: Measures quality and diversity of generated images Good value: > 10 Excellent value: > 30 Why: Higher is better, measures variety + quality
User: Generate a video Prompt: A hummingbird hovering in slow motion, wings beating at 50fps, iridescent feathers, flower background, macro shot, 4K, 120fps, ultra-detailed, National Geographic documentary style, smooth camera movement Negative prompt: blurry, low fps, shaky camera, cartoon Parameters: - Resolution:...
User: Generate an image Prompt: A delicate cherry blossom tree in full bloom, soft pink petals falling, traditional Japanese garden, koi pond, wooden bridge, spring morning, soft sunlight, serene atmosphere, watercolor painting style, ultra-detailed, 8K, pastel colors Negative prompt: winter, snow, dark, night, urban...
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: Generate an image Prompt: A cozy cabin in the woods during autumn, golden leaves falling, smoke rising from chimney, warm light in windows, misty morning, mountain background, photorealistic, 8K, National Geographic, hyper-detailed, cinematic Negative prompt: summer, green, sunny, urban, modern Parameters: - R...
User: Generate a video Prompt: A ballet dancer performing Swan Lake on stage, graceful movements, perfect pirouettes, dramatic lighting, 4K, 60fps, cinematic, slow motion, ultra-detailed costume, emotional performance Negative prompt: blurry, amateur, low quality, cartoon Parameters: - Resolution: 3840x2160 - FPS: 6...
User: What is FVD (Fréchet Video Distance)? Description: Video quality metric Good value: < 500 Excellent value: < 200 Why: Lower is better, measures video quality
User: What is FVD (Fréchet Video Distance)? Description: Video quality metric Good value: < 500 Excellent value: < 200 Why: Lower is better, measures video quality
User: Generate a video Prompt: A chef preparing sushi in a traditional Japanese restaurant, precise knife skills, fresh fish, rice, wasabi, close-up shots, 4K, 60fps, food documentary, steam rising, warm lighting Negative prompt: blurry, fast cuts, cartoon, low quality Parameters: - Resolution: 3840x2160 - FPS: 60 -...
User: How to set cfg_scale for image? Values: 1, 3, 5, 7, 9, 12, 15 Recommendation: 7-8 for balance, 3-5 for creativity, 12+ for precision Trade-off: Higher CFG = more prompt adherence but less creativity
User: Generate a video Prompt: A ballet dancer performing Swan Lake on stage, graceful movements, perfect pirouettes, dramatic lighting, 4K, 60fps, cinematic, slow motion, ultra-detailed costume, emotional performance Negative prompt: blurry, amateur, low quality, cartoon Parameters: - Resolution: 3840x2160 - FPS: 6...
User: What is CLIP Score? Description: Measures how well the image matches the text prompt Good value: > 0.25 Excellent value: > 0.35 Why: Higher is better, measures prompt adherence
User: How to set fps for video? Values: 24, 30, 60, 120, 240 Recommendation: 30 for normal, 60 for smooth, 120+ for slow motion Trade-off: Higher fps = smoother but larger file size
User: Generate a video Prompt: A hummingbird hovering in slow motion, wings beating at 50fps, iridescent feathers, flower background, macro shot, 4K, 120fps, ultra-detailed, National Geographic documentary style, smooth camera movement Negative prompt: blurry, low fps, shaky camera, cartoon Parameters: - Resolution:...
User: Generate a video Prompt: A chef preparing sushi in a traditional Japanese restaurant, precise knife skills, fresh fish, rice, wasabi, close-up shots, 4K, 60fps, food documentary, steam rising, warm lighting Negative prompt: blurry, fast cuts, cartoon, low quality Parameters: - Resolution: 3840x2160 - FPS: 60 -...
User: Generate a video Prompt: A chef preparing sushi in a traditional Japanese restaurant, precise knife skills, fresh fish, rice, wasabi, close-up shots, 4K, 60fps, food documentary, steam rising, warm lighting Negative prompt: blurry, fast cuts, cartoon, low quality Parameters: - Resolution: 3840x2160 - FPS: 60 -...
User: What is LPIPS? Description: Learned Perceptual Image Patch Similarity Good value: < 0.3 Excellent value: < 0.1 Why: Lower is better, measures perceptual similarity
User: What is IS (Inception Score)? Description: Measures quality and diversity of generated images Good value: > 10 Excellent value: > 30 Why: Higher is better, measures variety + quality
User: What is CLIP Score? Description: Measures how well the image matches the text prompt Good value: > 0.25 Excellent value: > 0.35 Why: Higher is better, measures prompt adherence
User: How to set resolution for image? Values: 512x512, 1024x1024, 2048x2048, 4096x4096, 8192x8192 Recommendation: Use 1024x1024 for SDXL, 2048+ for high quality Trade-off: Higher resolution = slower generation + more VRAM
User: What is IS (Inception Score)? Description: Measures quality and diversity of generated images Good value: > 10 Excellent value: > 30 Why: Higher is better, measures variety + quality
User: What is LPIPS? Description: Learned Perceptual Image Patch Similarity Good value: < 0.3 Excellent value: < 0.1 Why: Lower is better, measures perceptual similarity
User: Generate a video Prompt: A drone flying over a tropical island, turquoise water, white sand beach, palm trees, waves crashing, 4K, 60fps, aerial cinematography, smooth gimbal movement, golden hour Negative prompt: blurry, shaky, low resolution, night Parameters: - Resolution: 3840x2160 - FPS: 60 - Duration: 25...
User: Generate a video Prompt: A drone flying over a tropical island, turquoise water, white sand beach, palm trees, waves crashing, 4K, 60fps, aerial cinematography, smooth gimbal movement, golden hour Negative prompt: blurry, shaky, low resolution, night Parameters: - Resolution: 3840x2160 - FPS: 60 - Duration: 25...
User: What is LPIPS? Description: Learned Perceptual Image Patch Similarity Good value: < 0.3 Excellent value: < 0.1 Why: Lower is better, measures perceptual similarity
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: Generate a video Prompt: A chef preparing sushi in a traditional Japanese restaurant, precise knife skills, fresh fish, rice, wasabi, close-up shots, 4K, 60fps, food documentary, steam rising, warm lighting Negative prompt: blurry, fast cuts, cartoon, low quality Parameters: - Resolution: 3840x2160 - FPS: 60 -...
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: Generate an image Prompt: Portrait of an elderly wise man with a long white beard, deep wrinkles, kind eyes, wearing traditional clothing, sitting in a library with ancient books, warm candlelight, Rembrandt lighting, oil painting style, masterful brushstrokes, 8K, ultra-detailed Negative prompt: young, smooth ...
User: How to set resolution for image? Values: 512x512, 1024x1024, 2048x2048, 4096x4096, 8192x8192 Recommendation: Use 1024x1024 for SDXL, 2048+ for high quality Trade-off: Higher resolution = slower generation + more VRAM
User: Generate a video Prompt: A ballet dancer performing Swan Lake on stage, graceful movements, perfect pirouettes, dramatic lighting, 4K, 60fps, cinematic, slow motion, ultra-detailed costume, emotional performance Negative prompt: blurry, amateur, low quality, cartoon Parameters: - Resolution: 3840x2160 - FPS: 6...
User: Generate a video Prompt: A drone flying over a tropical island, turquoise water, white sand beach, palm trees, waves crashing, 4K, 60fps, aerial cinematography, smooth gimbal movement, golden hour Negative prompt: blurry, shaky, low resolution, night Parameters: - Resolution: 3840x2160 - FPS: 60 - Duration: 25...
User: What is CLIP Score? Description: Measures how well the image matches the text prompt Good value: > 0.25 Excellent value: > 0.35 Why: Higher is better, measures prompt adherence
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
User: Generate an image Prompt: A futuristic cyberpunk city at night, neon lights reflecting on wet streets, flying cars, towering skyscrapers, holographic advertisements, rain, cinematic composition, Blade Runner style, 8K, ultra-detailed, atmospheric fog, vibrant colors Negative prompt: daytime, sunny, low resoluti...
User: Generate a video Prompt: A drone flying over a tropical island, turquoise water, white sand beach, palm trees, waves crashing, 4K, 60fps, aerial cinematography, smooth gimbal movement, golden hour Negative prompt: blurry, shaky, low resolution, night Parameters: - Resolution: 3840x2160 - FPS: 60 - Duration: 25...
User: How to set cfg_scale for image? Values: 1, 3, 5, 7, 9, 12, 15 Recommendation: 7-8 for balance, 3-5 for creativity, 12+ for precision Trade-off: Higher CFG = more prompt adherence but less creativity
User: What is FVD (Fréchet Video Distance)? Description: Video quality metric Good value: < 500 Excellent value: < 200 Why: Lower is better, measures video quality
User: Generate a video Prompt: A chef preparing sushi in a traditional Japanese restaurant, precise knife skills, fresh fish, rice, wasabi, close-up shots, 4K, 60fps, food documentary, steam rising, warm lighting Negative prompt: blurry, fast cuts, cartoon, low quality Parameters: - Resolution: 3840x2160 - FPS: 60 -...
User: How to set duration for video? Values: 5s, 10s, 15s, 30s, 60s Recommendation: 5-10s for Sora, longer for specialized models Trade-off: Longer = harder to maintain coherence
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Mega Precision Image & Video Dataset

Description

A high-quality dataset for training image and video generation models with ultra-detailed prompts, technical parameters, and quality metrics.

Content

  • 10,000,000 examples
  • 4 categories: image prompts, video prompts, technical parameters, quality metrics
  • English language

Categories

Category Description %
Image Prompts Ultra-detailed prompts for image generation 30%
Video Prompts Ultra-detailed prompts for video generation 30%
Technical Parameters Resolution, steps, CFG, FPS settings 20%
Quality Metrics FID, CLIP, IS, LPIPS, FVD 20%

Usage

from datasets import load_dataset

dataset = load_dataset("Lelonthecodeur/mega-precision-image-video", data_files="dataset.json")

Created by

Léon (13 years old) - Motif AI Labs

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