Update README.md

README.md

@@ -74,7 +74,7 @@ Waveform /// Spectrum, Wire Circular, Wire Flat Double, Wire Flat, Wire Flower,
 ```
 
 ## Examples of Generated Presets
-<img src="https://huggingface.co/InferenceIllusionist/MilkDropLM-7b-v0.3/resolve/main/MilkDropLM-7b-v0.3%20Model%20Card%20-%20Image.png?download=true" width="1024"/>
+<img src="https://huggingface.co/InferenceIllusionist/MilkDropLM-7b-v0.3/resolve/main/MilkDropLM-7b-v0.3%20Model%20Card%20-%20Image.png" width="1024"/>
 Here are some curated examples that we generated using MilkDropLM v0.3. We used vLLM to do a batch render and output 3,176 presets. This was then hand curated to the best 130 presets. While this may seem like a large ratio (1 out of every 24) we argue that it’s a very good result. Additionally, since ISOSCELES curated the original dataset and has therefore previously viewed every preset within the training data, he can attest that each of these examples exhibit a unique aspect. 
 
 Some of the examples feel like a classic preset mashup and a few feel original. We have only scratched the surface of what’s possible.
@@ -82,16 +82,16 @@ Some of the examples feel like a classic preset mashup and a few feel original.
 
 ## Version History
 
-- v0.01: Closed alpha release. Basic ability to draw shapes and waves.
-- v0.02: Closed alpha release. Improved grasp of geometric elements, better variety and creativity in output.
-- v0.3: Public alpha release. Optimized training hyperparameters & dataset, even more variety and creativity, better formatting. MilkDropLM can now use warp & comp shaders.
+- <b>v0.01</b>: Closed alpha release. Basic ability to draw shapes and waves.
+- <b>v0.02</b>: Closed alpha release. Improved grasp of geometric elements, better variety and creativity in output.
+- <b>v0.3</b>: Public alpha release. Optimized training hyperparameters & dataset, even more variety and creativity, better formatting. MilkDropLM can now use warp & comp shaders.
 
 ## Alpha Release Notice
 MilkDropLM v0.3 represents an exciting step forward in breathing fresh life into the 23 year history of MilkDrop. We are thrilled to share this powerful tool with you, but we want to emphasize that it is currently in the alpha stage of development. Hence this model likely has some rough edges and limitations, but we are committed to continuous improvement and welcome your feedback to help refine and enhance this model. With each iteration we aim to make MilkDropLM more user-friendly, reliable, and capable of producing previously unseen visuals.
 
 We encourage users to approach MilkDropLM with a spirit of experimentation and discovery. While not all presets may be perfect, the potential for creating new visuals is immense. At this stage we recommend batch rendering out a few hundred presets so that you can get a better sense of what’s possible with this model.
 
-Please don't hesitate to reach out with your thoughts and ideas. You can submit any feedback through community posts. Or, if you’ve created some interesting presets that you’d like to share then please head over to the Reddit community.
+Please don't hesitate to reach out with your thoughts and ideas. You can submit any feedback through community posts. Or, if you’ve created some interesting presets that you’d like to share then please head over to the [Reddit](https://www.reddit.com/r/NestDrop/) community.
 
 ## Acknowledgements
 This project is the result of a collaboration between [ISOSCELES](https://www.instagram.com/isosceles.vj) and InferenceIllusionist. This was a unique meeting of minds since ISOSCELES brought his MilkDrop preset knowledge and experience in helping develop NestDrop for the VJ community, and InferenceIllusionist brought his vital experience in fine-tuning and quantizing LLMs. We stand on the shoulders of the many Milkdrop authors which have freely released their original presets for everyone to enjoy. Much respect!