MusicLang-v2
| Property | Value |
|---|---|
| Author | musiclang |
| Architecture | LLAMA2-based |
| License | Custom (Contact Required) |
| Training Data | LAKH Dataset (CC0 Licensed) |
What is musiclang-v2?
MusicLang-v2 is an advanced symbolic music generation model that provides unprecedented control over musical composition. Built on the LLAMA2 architecture, it enables users to generate MIDI-exportable music with specific chord progressions, making it an ideal tool for composers and music producers.
Implementation Details
The model leverages a sophisticated preprocessing pipeline that enriches MIDI files with chord and scale information for each bar. It employs relative melody normalization based on current chord/scale contexts and can generate approximately 25 seconds of music with 1024 tokens.
- Built on LLAMA2 architecture with optimized inference
- Preprocessed tokenization incorporating musical theory
- Supports various chord qualities (M, m, 7, m7b5, sus2, sus4, m7, M7, dim, dim0)
- MIDI export capability
Core Capabilities
- Controllable chord progression generation
- Template-based music continuation
- Multi-instrument support
- Flexible time signature handling
- Temperature and top-p sampling control
Frequently Asked Questions
Q: What makes this model unique?
The model's ability to generate music with controlled chord progressions while maintaining musical coherence sets it apart. It can run efficiently on CPU, making it accessible for laptop users without dedicated GPUs.
Q: What are the recommended use cases?
The model is ideal for composers seeking creative ideas, producers needing backing tracks with specific chord progressions, and developers building music generation applications. It can also be used for continuing existing pieces while maintaining musical style.
