如何评价DeepSeek刚发布的多模态模型Janus-pro-7b?

那就继续用我之前测试kimi的素材测试下呗。

分析的照片prompt还是之前这个。

但Janus-pro-7b似乎不支持约束输出格式和参考示例，这两部分就删了，且只留中文。

生图的prompt统一用Claude的英文输出。

没在本地部署，

通过：https://huggingface.co/spaces/deepseek-ai/Janus-Pro-7B 测试。

就测两张了，抱抱脸实在卡。

图片理解方面：

Kimi：

Janus-pro-7b：

图片生成：

统一用Claude根据图片给出的英文描述输出。

Janus-pro-7b：

flux.1:

整体来看，图片理解还可以，图片生成就差点意思，人物五官糊成一坨了。

图2：

图片理解方面：

Kimi：

Janus-pro-7b：

图片生成：

Janus-pro-7b：

flux.1:

跟刚才结论差不多，图片理解表现可以，但生图还是差点意思。细节明显不足，车体和栈桥比较大几率出现错位情况。

整体来说，图片理解能力在Comfyui中常用的一众开源小模型中属于最强梯队，并且支持相对复杂的prompt引导。但，这个模型规模有7B。而在国产AI四小龙这一档及往上的AI大厂里面，就属于一般水平，不会拔尖。

图片生成上，以个人体感来说，跟MJ、Flux.1、SD3.5还存在一定差距，甚至打不赢SD3，大概就是SD1.5到SDXL的水平。

所以，如果是准备把现在这个版本作为可以在本地部署的开源生图模型使用，那可能不是一个很可靠的玩法。而且7B的参数相对我们平时用来生图的Diffusion模型来说并不小。

但也必须要意识到，Janus-pro-7b这个模型不是扩散模型，而是纯Transformer，或许在一些特殊的场景和设备上会有独到优势。

找到一个限免的接口，更新几个图吧

This is a highly creative conceptual photograph. The image uses a beach setting as its background, cleverly incorporating a circular mirror as the central element. The mirror is placed on the sand, surrounded by algae-covered rocks that create a unique natural frame.The mirror reflects a portrait of a young person wearing a white shirt, gazing upward with a contemplative expression. The mirror's brown frame harmonizes with the surrounding sand and rock tones, while the reflected bright blue sky creates a striking contrast.The composition is uniquely divided into three visual layers: the rocky formations above, the central circular reflection, and the textured sand below. The lighting is masterfully handled, with angled sunlight creating soft halos on the rock surfaces, while the reflected portrait is bathed in gentle natural light.
This work creates a surrealist visual effect through its use of reflection, while seamlessly integrating with the natural environment, demonstrating the photographer's unique artistic perspective.

Janus-pro-7b：

This is an artistic beverage still life photograph that captures an elegant moment of a cocktail in sunlight. The glass contains an amber-colored liquid topped with glistening ice cubes, with what appears to be a dusting of seasoning powder on the rim. The composition is clean and powerful, with the glass precisely positioned in the center of a square patch of natural light. The dark wooden table surface reveals delicate grain patterns under the strong light, while the glass's shadow and the light patch's edges create a geometric composition. The lighting treatment is exceptional, with sunlight entering from one side and passing through the liquid to create rich layers of color, transitioning from deep reddish-brown to bright golden hues. The background is intentionally blurred to emphasize the clarity of the main subject. The entire image exudes a quiet and warm atmosphere, revealing the beauty inherent in a simple everyday moment. The clever use of light and shadow not only highlights the texture of the beverage but also imbues the scene with unique artistic charm.

Janus-pro-7b：

flux.1:

This is a contemporary fashion portrait that exudes modern urban style. The young woman wears a black fitted long dress paired with platform boots, complemented by a chic short hairstyle, embodying a strong metropolitan fashion sensibility.The shoot takes place in an industrial-style space, with exposed beige brick walls and concrete flooring creating a raw backdrop. She reclines on a beige leather chaise lounge, her pose both natural and elegant. The use of flash creates dramatic lighting effects that emphasize the texture of the clothing and the subject's silhouette.The composition employs a straight-on, slightly elevated angle, positioning the subject in the center of the frame. The black attire creates a striking contrast against the beige walls and lounge, producing a powerful visual impact. The overall color palette is dominated by black, white, and grey, presenting a minimalist aesthetic.The photograph successfully captures the image of an independent, confident young woman in contemporary urban culture, demonstrating a perfect fusion of street fashion and sophistication.

Janus-pro-7b：

flux.1:

This is a minimalist yet poetic photograph of a hot air balloon. Set against a teal blue sky, a white hot air balloon floats in the upper portion of the frame (near the upper third line), creating a strong visual focal point.The balloon occupies approximately 1/6 of the frame and displays a classic spherical shape with vertical panels. The main body is pure white, adorned with a decorative band of alternating orange, brown, and beige stripes around its middle. The black passenger basket is visible at the bottom, though its details are slightly indistinct.The background sky shows a gradient of teal blue shades, completely devoid of clouds, creating a pure and vast atmosphere. The composition is extremely minimal, allowing the single subject to contrast dramatically with the expansive sky, emphasizing both the vastness of space and the solitude of the subject.The color treatment demonstrates a striking interplay between cool and warm tones: the cool-toned sky background harmoniously complements the warm decorative stripes on the balloon, conveying a visual effect that balances serenity with vitality.

Janus-pro-7b：

flux.1:

This landscape photograph captures a magnificent coastal waterfall scene. The image shows a waterfall that plunges directly into the sea from an ochre cliff face approximately 30 meters high, creating a spectacular natural display. The waterfall is positioned at the left third of the frame, with white water cascading down the steep rocky face, creating a crystalline curtain of water in the sunlight. Wooden viewing platforms are built into the cliff face, allowing visitors to observe this impressive spectacle. The foreground is adorned with lush tropical vegetation, whose deep green foliage adds vitality to the scene. The distant sea appears in deep blue, dotted with several vessels, including a distinctive tourist boat. Along the coastline, modern city buildings rise to form an urban skyline against the clear blue sky. An airplane can be spotted crossing the sky in the upper right corner of the frame. The entire scene demonstrates a harmonious blend of natural and urban elements: the rushing waterfall, calm sea waters, modern city architecture, and verdant vegetation all combine to create a unique coastal landscape. The composition successfully balances the raw power of the waterfall with the serenity of the Mediterranean seascape.

Janus-pro-7b：

flux.1:

简单小物体的表现还是不错的，比如上面那杯咖啡，就是分辨率有些低。但是复杂场景尤其人物有点困难。我不确定非扩散模型是不是也有步数这个东西，但反正我测试的这个没有提供步数设置。