Without commonly used anti-drifting strategies (e.g., self-forcing, error-banks, keyframe sampling, or inverted sampling), Helios generates minute-scale videos with high quality and strong coherence.
Without standard acceleration techniques (e.g., KV-cache, causal masking, sparse/linear attention, TinyVAE, progressive noise schedules, hidden-state caching, or quantization), Helios achieves 19.5 FPS in end-to-end inference on a single H100 GPU.
We introduce optimizations that improve both training and inference throughput while reducing memory consumption, enabling image-diffusion-scale batch sizes during training while fitting up to four 14B models within 80 GB of GPU memory.
Example prompts
Great starting points for Helios-14B-Base.
A slow-motion tracking shot of a majestic horse galloping through a sun-dappled meadow. The horse's muscles ripple with each powerful stride, its mane flowing gracefully behind it as it moves with fluid elegance. The camera follows closely, emphasizing the natural motion and beauty of its gallop. The background features a lush green landscape with wildflowers blooming in patches and tall grass swaying gently in the breeze. A soft golden light filters through the trees, casting dappled shadows on the ground. The shot captures the horse's determined expression and the joyful freedom of its movement.Video Generation
A dramatic close-up shot from a downward angle, starting from the lush green branches of a towering ancient tree and gradually revealing the massive, gnarled roots below. The branches are adorned with vibrant leaves, while the roots stretch out in intricate patterns, covered in moss and fungi. The background shows a dense forest floor with patches of sunlight filtering through the canopy, creating a sense of depth and mystery. The photo has a naturalistic and realistic style, emphasizing the organic textures and details of the tree and its surroundings.Video Generation
An adorable kangaroo wearing purple overalls and cowboy boots takes a pleasant stroll through the bustling streets of Mumbai, India, during a winter storm. The kangaroo's fur is soft and fluffy, with large, expressive eyes and a playful smile. It hops along confidently, its overalls and boots adding a touch of whimsy to the scene. The background features a mix of colorful Indian street vendors, rickshaws, and tall buildings, with the storm clouds casting dramatic shadows. The storm is fierce yet beautiful, with heavy rain and strong winds, creating a dynamic and enchanting atmosphere. The kangaroo pauses occasionally to inspect its surroundings, adding a sense of curiosity and wonder. A mid-shot with a slightly elevated camera angle, capturing both the kangaroo and the vibrant cityscape.Video Generation
A vibrant concert stage scene in the style of a music video, featuring a woman in the spotlight, singing passionately. She stands confidently on the stage, microphone in hand, with a captivating expression on her face. The bright light behind her creates a dramatic silhouette, casting a warm glow over her. She wears a stylish, form-fitting black dress with intricate silver embroidery, emphasizing her graceful movements. The background features a blurred stage with colorful lights and banners advertising the event. A dynamic medium shot capturing the singer from a slightly elevated angle, highlighting her performance and the dramatic lighting effects.Video Generation
API quick start
Run Helios-14B-Base with a single API call.
POST https://api.wiro.ai/v1/Run/BestWishYsh/Helios-14B-Base