Introducing Ming-Lite-Omni V1.5

Introducing Ming-Lite-Omni V1.5 | INCLUSION AI

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Overview ​

Ming-lite-omni v1.5 is a comprehensive upgrade to the full-modal capabilities of Ming-lite-omni( Github ). It significantly improves performance across tasks including image-text understanding, document understanding, video understanding, speech understanding and synthesis, and image generation and editing. Built upon Ling-lite-1.5, Ming-lite-omni v1.5 has a total of 20.3 billion parameters, with 3 billion active parameters in its MoE (Mixture-of-Experts) section. It demonstrates highly competitive results in various modal benchmarks compared to industry-leading models.

Performance Comparison

Introduce Ming-lite-omni v1.5 ​

Controllable Image Generation: Pixel-Level Control, Infinite Creativity ​

Ming-lite-omni v1.5 significantly optimizes Scene Consistency and ID Consistency (Character / Style Consistency) in image editing. When editing human figures, it demonstrates a clear advantage in maintaining scene and character ID. Furthermore, it expands support for perceptual tasks such as generative segmentation, depth prediction, object detection, and edge contour generation.

Generative Image Segmentation User

Given the following instructions: little girl, pink, your monitors colors off friend p pink shirt girl; please perform referring segmentation on this image. Ming-lite-omni v1.5

User Please segment different classes in this image. Ming-lite-omni v1.5

User Please segment different instances in this image. Ming-lite-omni v1.5

Depth and Edge Detection

Original Image Generated Depth Map Generated Bounding Boxes Generated Edge Contours

Audio-Video Interactive Understanding ​

Experience Alignment Optimization: Smarter Interaction That Understands You Better ​

Visual Dialogue User

This picture looks very design-oriented. Can you describe its various design elements in detail? Ming-Lite-Omni This image shows a high-end gaming mouse with a modern and technological design. The mouse body is black with a smooth metallic finish. There is a blue glowing logo on the top of the mouse, and below the logo is the mouse wheel and left and right button area. The side of the mouse has a blue light decoration, which increases the visual appeal. The bottom of the mouse has a non-slip texture design to ensure stability during use. The overall design is simple and futuristic, suitable for gamers. Ming-Lite-Omni V1.5 This image showcases a gaming mouse with a striking design, featuring the following design elements: 1. Color and Material: - The main body of the mouse is black, with a smooth surface and a metallic finish. - The edges and button areas of the mouse have blue LED light strips, adding a high-tech feel and visual appeal. 2. Shape and Structure: - The mouse has an overall streamlined design, with a slightly sloped top that allows for natural hand placement. - The sides of the mouse feature pronounced curves, designed ergonomically to provide a comfortable grip. 3. Buttons and Scroll Wheel: - There is a scroll wheel on the left side of the mouse, with a blue LED light strip above it. - There are additional buttons on the right side of the mouse, which also have blue LED light strips, enhancing both functionality and aesthetics. 4. Brand Logo: - In the center of the mouse's palm rest, there is an illuminated "G" logo, which is a signature design element of the brand. 5. Lighting Effects: - The blue LED light strips on the mouse stand out prominently against the dark background, enhancing its high-tech and futuristic feel. 6. Texture and Details: - The top of the mouse has a textured design, likely for an anti-slip effect. - The sides of the mouse feature fine, elongated textured patterns, which add a sense of visual depth. Overall, the design of this mouse combines a modern, high-tech aesthetic with ergonomic design, making it both beautiful and practical, and well-suited for gamers. User

Why is the calligraphy in the picture good? Ming-Lite-Omni This calligraphy work showcases superb calligraphic skills and profound cultural heritage. The brushwork is fluid and natural, the character structures are rigorous, and the layout is well-proportioned, reflecting the calligrapher's deep skill and artistic cultivation. Ming-Lite-Omni V1.5 This piece of calligraphy displays several notable characteristics that make it an excellent work of art: 1. Exquisite Brushwork: The calligraphy's brushwork is fluid and natural, with rich variations in line thickness, demonstrating the calligrapher's profound skill and proficient technique. 2. Rigorous Structure: The structure of each character is meticulously designed, with natural connections between strokes, maintaining a good balance and harmony between characters. 3. Composition and Layout: The overall composition of the piece is well-arranged, with even line and character spacing, creating a sense of order and neatness. 4. Ink Tone Variation: The variations in ink tone, from dark to light, are natural, adding layers and a three-dimensional feel to the work. 5. Elegant Content: The content of the calligraphy is a beautiful classical text, rich in philosophical and literary value, which enhances the cultural depth of the work. 6. Seal Embellishment: The red seals on the work not only add a decorative element but also serve to embellish and balance the composition. Together, these features constitute the high artistic value of this calligraphy piece, making it a masterpiece worthy of appreciation and study. User

Is the phone in the picture suitable to buy for parents? Ming-Lite-Omni This phone has a simple and stylish appearance, suitable for parents who prefer a minimalist style. The camera configuration is also quite advanced, making it suitable for users who enjoy taking photos. Ming-Lite-Omni V1.5 This phone is suitable for buying for parents for the following reasons: 1. Appearance Design: The phone features a simple and stylish design. The white body looks clean and neat, aligning with modern aesthetics. 2. Camera Configuration: The rear camera has a unique and neat arrangement, which may provide a good photography experience. 3. Brand: The Honor (荣耀) brand has a good reputation in the smartphone market, offering stable and reliable products. 4. Features: Phones of this type are typically equipped with a large-capacity battery and long battery life, suitable…