fix readme

README.md

@@ -8,15 +8,15 @@ tags:
 - image-generation
 ---
 
-![FLUX.1 [schnell] Grid](./grid.png)
+![FLUX.1 [schnell] Grid](./schnell_grid.jpeg)
 
 `FLUX.1 [schnell]` is a 12 billion parameter rectified flow transformer capable of generating images from text descriptions.
-For more information, please read our [blog post](https://blackforestlabs.ai/2024/07/31/announcing-black-forest-labs/).
+For more information, please read our [blog post](https://blackforestlabs.ai/announcing-black-forest-labs/).
 
 # Key Features
-1. Cutting-edge output quality and competitive prompt following, matching the performance of closed source alternatives
-2. Trained using latent adversarial diffusion distillation, enabling `FLUX.1 [schnell]` to generate images in 1 to 4 steps.
-3. Open weights to drive new scientific research, and empower artists to develop innovative workflows.
+1. Cutting-edge output quality and competitive prompt following, matching the performance of closed source alternatives.
+2. Trained using latent adversarial diffusion distillation, `FLUX.1 [schnell]` can generate high-quality images in only 1 to 4 steps.
+3. Released under the `apache-2.0` licence, the model can be used for personal, scientific, and commercial purposes.
 
 # Usage
 We provide a reference implementation of `FLUX.1 [schnell]`, as well as sampling code, in a dedicated [github repository](https://github.com/black-forest-labs/flux).