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Sana 1600M 1024px

Developed by Efficient-Large-Model
Sana is an efficient text-to-image framework capable of generating images up to 4096ร—4096 resolution, deployable on laptop GPUs.
Downloads 2,327
Release Time : 11/4/2024

Model Overview

Sana is a text-to-image generation model based on Linear Diffusion Transformer, capable of synthesizing high-resolution, high-quality images with strong text-image alignment at astonishing speeds.

Model Features

High-resolution image generation
Capable of generating images up to 4096ร—4096 resolution.
Efficient inference
Deployable on laptop GPUs with fast inference speed.
Strong text-image alignment
Generated images are highly aligned with input text prompts.
Multi-scale aspect ratio support
Supports multi-scale aspect ratio image generation based on 1024px.

Model Capabilities

Text-to-image generation
High-resolution image generation
Multi-scale image generation

Use Cases

Art and Design
Artwork generation
Used for generating artworks and design creative processes.
High-quality artworks
Educational tools
Used for developing educational or creative tools.
Enhanced learning experience
Research
Generative model research
Used for research and development of generative models.
Advancing generative model technology
Safe deployment research
Research on safe deployment of models with potential harmful content generation risks.
Improved model safety
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