Kuaishou recently released a major technological breakthrough, officially opening up its independently developed image generation model - "Kotu Kolors". This model not only represents Kuaishou's deep accumulation in the field of artificial intelligence, but also demonstrates its innovative strength in image generation technology. The release of Kotu Kolors marks another important breakthrough for Kuaishou in the application of AI technology, especially in the field of image generation and processing, providing creators with powerful tool support.
The core advantage of Kolos is its strong language understanding and image generation capabilities. This model uses the General Language Model (GLM) as a text encoder, supports Chinese and English bilingual prompt words, and can handle contexts of up to 256 tokens. This means that users can generate images that are highly in line with expectations through detailed text descriptions, whether it is complex scene design or delicate emotional expression, it can be achieved through this model.
In terms of training data, Kolors trains deeply based on billions of text images, which gives the model a rich knowledge base and enables the generation of diverse and accurate images. It is particularly worth mentioning that the model has been optimized for Chinese cultural elements. The generated images not only have an international aesthetic, but also can better integrate into the characteristics of Chinese local culture and meet the needs of local users.
In addition, Kotokolors performed particularly well in Chinese text generation. It can not only understand Chinese prompt words, but also embed Chinese text in the generated images, adding more expressive power to the image. This has been fully verified in actual testing. When generating images containing Chinese text, the model has extremely high accuracy and can almost perfectly present the needs of users.
In practical applications, Koto Kolors demonstrates its powerful generation ability. For example, when generating images on the theme of "Lying Flat Kitten", the model can perfectly present the requirements of Chinese prompt words, and the text in the image is clear and accurate. However, when using English prompt words, the model's performance is slightly insufficient and it is prone to missing words or typos. This shows that although Kolos performs well in Chinese processing, there is still room for improvement in English generation.
Behind Kolors is Kuaishou’s powerful technical support. The model is based on the SDXL architecture and incorporates ChatGLM256 technology, further enhancing its bilingual comprehension and text generation capabilities. However, it is worth noting that running this model requires a large video memory, about 19GB, which puts high demands on hardware devices and may limit the use of some users.
Kuaishou’s open source of Kolors this time is not only a contribution to the technology community, but also a bold promotion of creative freedom. Through open source, Kuaishou hopes that more developers, designers and artists can use this tool to explore the infinite possibilities of AI in artistic creation. At the same time, this also demonstrates Kuaishou's determination and strength in the field of AI technology, indicating that more innovative technologies will be applied to actual scenarios in the future.
Koto Kolors' open source plan also includes CN (ControlNet) support, LoRa (low-rank adaptation), IPA (image prompt adaptation) and ComfyUI direct support. The addition of these functions will further optimize the user's creative experience and enable the image generation process. More smooth and personalized.
In general, the release of Kotu Kolors is not only an important breakthrough for Kuaishou in the field of AI technology, but also an innovation in image generation technology. Through its powerful language understanding and image generation capabilities, it provides users with new creative tools, and also opens up a new path for the application of AI technology in artistic creation.
Ketu official website: https://top.aibase.com/tool/kuaishouketudamoxingkolors
Project address: https://top.aibase.com/tool/kolors