MilkDropLM 7b V0.3

Table of Contents

Model Overview

The MilkDropLM-7b-v0.3 model is a cutting-edge language model designed to revolutionize the creation of visually stunning MilkDrop presets. But what is MilkDrop, you ask? It’s a music visualization engine that reacts in real time to music, with a 23-year history and a robust community of users who have created over 52,000 original presets.

MilkDrop presets are incredibly complex, with intricate scripting languages and mathematical expressions. So, how does MilkDropLM-7b-v0.3 manage to generate such high-quality presets?

Tasks and rank

Visual Recognition 482nd

Visual Reasoning 178th

Scene Understanding 110th

Image-to-Image Translation 1621st

Image Generation 1531st

Learn More About the Ranking System

Capabilities

The MilkDropLM-7b-v0.3 model is a powerful tool that can revolutionize the process of creating visually stunning MilkDrop presets. Here are some of its key capabilities:

Primary Tasks

• Generate MilkDrop presets: MilkDropLM-7b-v0.3 can create new and original presets that are both mathematically precise and artistically captivating.
• Understand MilkDrop scripting language: The model has been trained on a carefully curated dataset of 10,000+ high-quality MilkDrop presets and can understand the intricate syntax and structure of the MilkDrop scripting language.
• Convert code into MilkDrop format: MilkDropLM-7b-v0.3 can convert Shadertoy, Processing, or GLSL code into the MilkDrop format.

Strengths

• High-quality presets: The model can generate high-quality presets that are on par with those created by human artists.
• Unique connections: MilkDropLM-7b-v0.3 has made hidden connections to the code within the presets and likely understands the overall latent space.
• Flexibility: The model can be used to create a wide range of presets, from simple to complex, and can be fine-tuned to suit specific needs.

Alternatives

Grounded SAM 13900 Visual task model

MMSegmentation 7600 Semantic segmentation

Clip Vit Base Patch32 505 Vision-Language Model

Vit Base Patch16 224 In21k 220 Image classification

Llama 3.2 90B Vision Instruct 157 Multimodal image model

Performance

MilkDropLM-7b-v0.3 is a powerful tool that has shown remarkable performance in generating visually stunning MilkDrop presets. But how fast and accurate is it, really?

Speed

When it comes to generating presets, MilkDropLM-7b-v0.3 is incredibly fast. With the ability to process large datasets and generate presets in a matter of seconds, it’s perfect for users who want to experiment with different visuals quickly.

Accuracy

But speed isn’t everything - accuracy is also crucial. MilkDropLM-7b-v0.3 has been trained on a carefully curated dataset of 10,000+ high-quality MilkDrop presets, which means it has a deep understanding of the intricate scripting language used in MilkDrop presets. This results in presets that are not only visually stunning but also mathematically precise.

Examples

Examples

Create a Glowsticks milkdrop preset Glowsticks (Performer = "Glowsticks";...)

Generate a preset that combines the styles of Glowsticks and Hatches Glowhatch (Performer = "Glowhatch";...)

Produce a preset with a mix of Geometric and Hypnotic elements GeoHypno (Performer = "GeoHypno";...)

Category	Subcategory	Example Preset
Dancer	Glowsticks	A mesmerizing glowstick-inspired preset that reacts to music in real-time
Fractal	Mandelbox	A stunning fractal-inspired preset that showcases the model’s ability to generate intricate patterns
Geometric	Cathedral	A breathtaking geometric preset that demonstrates the model’s understanding of spatial relationships

These examples demonstrate the model’s ability to generate presets that are not only visually stunning but also mathematically precise. With MilkDropLM-7b-v0.3, the possibilities are endless!

Limitations

While MilkDropLM-7b-v0.3 is a powerful tool, it’s not perfect. Here are some of its limitations:

Understanding the Code

While MilkDropLM-7b-v0.3 has been trained on a large dataset of MilkDrop presets, it’s still a text-based model that can’t directly experience the resulting visuals. This means it may not always understand the connections between the code and the visuals.

Interpolation and Extrapolation

MilkDropLM-7b-v0.3 can generate new presets based on the patterns it has learned from the training data. However, it’s unclear how well it can interpolate and extrapolate within this domain. Can it create entirely new and original presets, or will it stick to variations of what it has seen before?

Conversion of Code

MilkDropLM-7b-v0.3 has been trained on MilkDrop presets, but can it convert code from other formats, such as Shadertoy, Processing, or GLSL, into the MilkDrop format? This is still an open question.

Format

MilkDropLM-7b-v0.3 is a state-of-the-art language model designed to create visually stunning MilkDrop presets. This model uses a unique architecture that understands and generates the intricate, domain-specific scripting language used in MilkDrop presets.

Data Formats

MilkDropLM-7b-v0.3 supports the following data formats:

• Text: The model accepts text prompts as input, which can be used to generate MilkDrop presets.
• Markdown code blocks: The model’s output is presented in markdown code blocks, making it easy to read, edit, and integrate into various projects.

Input Requirements

To use MilkDropLM-7b-v0.3, you’ll need to provide a text prompt that describes the desired preset. You can ask the model to create a preset in one of the categories or subcategories that it has been trained on. For example:

"Give me a Glowsticks milkdrop preset"

Output Requirements

The model’s output will be a MilkDrop preset in markdown code block format. You can copy and paste this output into a text file and save it using the .milk file format.

Special Requirements

To use MilkDropLM-7b-v0.3, you’ll need to have a MilkDrop app installed on your device. We recommend using the NestDrop Classic app, which is freely available.

Code Examples

Here’s an example of how to use MilkDropLM-7b-v0.3 to generate a MilkDrop preset:

`"Give me a Glowsticks milkdrop preset"`

// Output:
```milk
// MilkDrop preset code

You can then copy and paste the output into a text file and save it using the `.milk` file format.

### Workflow
To use **MilkDropLM-7b-v0.3**, follow these steps:

1. Use your favorite LLM front-end app for inference.
2. Set the temperature to 0.3 (lower further to improve output at the cost of creativity).
3. Set the top K sampling to 20.
4. Set the top P sampling to 0.8.
5. Set the min P sampling to 0.05.
6. Set the repetition penalty to 1.05.
7. Set the context length to 32768 (minimum 16384).
8. Provide a text prompt that describes the desired preset.
9. Copy and paste the output into a text file and save it using the `.milk` file format.
10. Move the `.milk` file into the presets folder of your MilkDrop app.

Note: This model is still in the alpha stage of development, and we welcome your feedback to help refine and enhance it.