CMEleon Image Generate Sample

CM3leon Download

CM3leon Download – Are you finding for a high-performance language model to generate text-to-image in an interactive setting? Look no further! CM3leon is here to fulfill your needs. CM3leon is a powerful new tool that saves you time and effort.

CM3leon offers a variety of choices for you to explore on different platforms such as Mac, Android, PC, iPhone, Windows, and iOS. We designed CM3leon to be accessible to users across various devices, ensuring you can utilize its capabilities wherever you are.

We will share the link soon when meta will announce the application, so you can easily access to their official site, and get into CM3leon login page.

What is CM3LEON AI?

CM3Leon stands out among other AI image generators due to its distinctive ability to generate captions for images. This distinct feature sets the foundation for the development of more advanced models that possess a deeper understanding of images.

Meta asserts that CM3leon necessitates only one-fifth of the computing power and a reduced training dataset in comparison to prior transformer-based approaches. To train this AI model, the company employed millions of data points sourced from Shutterstock.

Moreover, CM3leon AI is more advanced than other AI image models generating images from complex prompts with ease. The AI program can edit existing images with instructions and performs better than DALL-E2. However, Meta hasn’t released a statement informing of its program release yet.

The “CM3Leon” model has gained recognition for its outstanding performance and efficiency in generating images from textual instructions. It demonstrates exceptional capabilities by achieving impressive results in less time and with a smaller dataset compared to other existing models. As a result, it requires significantly fewer computational resources, up to five times less, and can make the most of smaller datasets. This not only improves efficiency but also reduces the time needed for training.

CM3leon, the first multimodal model, has been developed using a recipe derived from text-only language models. It incorporates a two-stage training process: first, a large-scale retrieval-augmented pre-training stage, and then a multitask supervised fine-tuning (SFT) stage. Despite using significantly less computational resources compared to previous transformer-based methods, CM3leon achieves state-of-the-art performance in text-to-image generation. This model demonstrates that tokenizer-based transformers can be trained as effectively as existing generative diffusion-based models. CM3leon is both versatile and efficient, combining the advantages of autoregressive models while keeping training costs and inference time low. Termed as a causal masked mixed-modal (CM3) model, it has the ability to generate text and images conditioned on any combination of text and image input, greatly expanding on the capabilities of previous models limited to either text-to-image or image-to-text tasks.


CM3leon – THE CHAMELEON OF GENERATIVE MODELS is a multimodal foundation model for text-to-image creation, as well as image-to-text creation, which is helpful for automatically generating captions for images.

CM3 Leon Ai app on Android, iOS, PC, iPhone, Windows, and Mac will be available soon. Meta not releases the application yet. However, Once they release the official CM3 Leon App, we surely provide you the link where you can download it on your devices.

How does the CM3LEON AI image generator, CM3 Leon, Works?

Meta has been highly involved in the realm of artificial intelligence, introducing various innovative products and technologies. One of these is LLaMA, their AI model, which is currently only accessible to academic researchers. Additionally, they have developed Voicebox studio, a platform that can convert text into speech in multiple languages. Moreover, they have introduced MusicGen, a tool that generates music based on basic textual descriptions.

This advanced multimodal model called Meta has the remarkable ability to generate images based on text descriptions and vice versa. Despite having a smaller knowledge base and less computational power compared to its competitors, Meta excels in producing coherent and detailed imagery, making it an ideal solution for various prompts. To showcase its capabilities, Meta has shared images created from original prompts, such as “a small cactus wearing a straw hat and neon sunglasses in the Sahara desert,” or “an Anime raccoon protagonist preparing for an epic battle with a samurai sword, striking a battle stance. It should be a fantasy illustration.”

Another example prompt is “Create a Fantasy-style stop sign with the text ‘1991’.” Furthermore, Meta allows users to refine the image quality by making simple adjustments. For instance, in a portrait, one can request the tool to “add a pair of sunglasses,” “apply face paint,” or even “make them resemble a person from a century ago.”


Text-guided image generation and editing

Image generation can be challenging when it comes to complex objects or when the prompt includes many constraints that must all be included in the output. Text-guided image editing (e.g. “change the color of the sky to bright blue”) is challenging because it requires the model to simultaneously understand both textual instructions and visual content. CM3leon excels in all of the cases, as seen in the examples below.


Generate an image of a tiny desert plant sporting a straw hat and vibrant sunglasses in the midst of the Sahara desert. For eg, the following 4 photos were made for the prompts: (1) A small cactus wearing a straw hat and neon sunglasses in the Sahara desert. (2) A close-up photo of a human hand, hand model. High quality. (3) A raccoon main character in an Anime preparing for an epic battle with a samurai sword. Battle stance. Fantasy, Illustration. (4) A stop sign in a Fantasy style with the text “1991.”

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Text-guided image editing

The CM3leon model is capable of understanding various types of prompts and can generate both short and long captions as well as answer questions related to an image.

Prompt Question: What is the dog carrying?

Model Generation: Stick

Prompt: Describe the given image in very fine detail.

Just look at the sample of generated image that Meta has shared in its blog about CM3leon, However, the results are superb and it shows the model’s ability to understand complex, multi-stage prompts, generating extremely high resolution images as a result.

Photo: Meta Ai

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Note: CM3leon Download operates independently from Meta. We have developed our website to offer a user-friendly interface that allows you to harness the full potential of CMP3leon.

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