QA-MDT

Open-source music generation model

CommonProductMusicMusic GenerationDeep Learning

QA-MDT is an open-source music generation model that integrates state-of-the-art models for music creation. It is based on various open-source projects, including AudioLDM, PixArt-alpha, MDT, AudioMAE, and Open-Sora. The QA-MDT model can generate high-quality music by utilizing diverse training strategies. It is particularly suitable for researchers and developers interested in music generation.

Offers a variety of training strategies
including MDT without quality token
MDT with quality token
DiT
and U-net.
Supports running the model locally via Gradio.
Provides detailed training and inference guidelines.
Supports training with LMDB dataset format.
Offers step-by-step instructions on how to prepare datasets.
Allows users to choose different training strategies by modifying the configuration file.

The QA-MDT model is designed for researchers
developers
and enthusiasts interested in music generation
audio processing
and deep learning. It assists users in exploring new technologies for music generation and in utilizing deep learning models to create music.

Researchers conducting experimental studies on music generation using the QA-MDT model.
Music producers creating unique music segments with this model.
Developers utilizing the QA-MDT model to build music-related applications.

1. Clone the QA-MDT GitHub repository to your local machine.
2. Install the required dependencies according to the README document.
3. Download and prepare the necessary pre-trained models and datasets.
4. Modify the configuration file to select the appropriate training strategy.
5. Run the training script to start model training.

Visit

QA-MDT Visit Over Time

Monthly Visits

494758773

Bounce Rate

37.69%

Page per Visit

5.7

Visit Duration

00:06:29

QA-MDT Visit Trend

QA-MDT Visit Geography

QA-MDT Traffic Sources

QA-MDT Alternatives

BooW-VTON — A code repository for training models to enhance outdoor virtual try-on effects.

Image•Virtual Try-On•Image Generation

120

ComfyUI-PyramidFlowWrapper — A ComfyUI wrapper node for Pyramid-Flow, designed for efficient visual generation.

Programming•Deep Learning•Visual Generation

138

OpenMusic — Leveraging AI to create music

Music•Artificial Intelligence•Music Creation

618

FluxMusic — A model for generating music from text

Music•Text to Music•Generation Model

210

How Much VRAM — An open-source project designed to estimate the VRAM needed for model training or inference.

Programming•VRAM Estimation•Deep Learning

138

Stable Audio ControlNet — A music generation model that fine-tunes using control networks.

Music•Music Generation•Control Networks

Infini-Megrez — Multimodal understanding model for edge applications, enabling intelligent edge solutions through hardware-software collaboration.

Productivity•Artificial Intelligence•Deep Learning

ProcessBench — Designed for identifying errors in mathematical reasoning processes.

Others•Math Education•Error Detection

RapBank — The first rap music generation dataset

Music•Rap Music•Dataset

CausVid — A fast causal video generator that enables instant video generation.

Video•Video Generation•Artificial Intelligence

144

StableAnimator — A high-quality portrait animation synthesis tool with identity preservation.

Video•Video Synthesis•Portrait Animation

174

SunoAiFree — A free AI music generator for quickly creating high-quality music.

Music•AI Music•Text to Music

Tattooer — An AI-driven tattoo design generator that quickly creates personalized tattoo designs.

Design•tattoo design•personalization

OpenGVLab InternVL — An AI visual language model providing image analysis and description services.

chatting•Image Recognition•Deep Learning

mwp_ReFT — A deep reinforcement learning-based model fine-tuning framework

Programming•Natural Language Processing•Deep Learning

Florence-VL — Enhancement tool for visual language models, combining generative visual encoders and deep breadth fusion technology.

Programming•Visual Language Models•Multimodal Learning

Color-diffusion — Using diffusion models for colorizing black and white images.

Image•Image Coloring•Diffusion Models

One Shot, One Talk — Create full-body dynamic speaking avatars from a single image

Image•Full-body dynamic avatars•Single image generation

PaliGemma 2 — PaliGemma 2 is a powerful visual language model that is easy to fine-tune.

Productivity•Visual Language Model•Machine Learning

GraphCast — Deep Learning Weather Prediction Model

Others•Deep Learning•Weather Forecasting

Genie 2 — A large-scale foundational world model that generates diverse 3D operable environments.

Others•Artificial Intelligence•Deep Learning

294

ControlNets for Stable Diffusion 3.5 Large — Three ControlNet models for Stable Diffusion 3.5 Large

Image•Image Generation•Machine Learning

240

OminiControl — The minimal and universal controller for FLUX.1

Image•Image Generation•Deep Learning

168

Qwen2vl-Flux — An advanced multimodal image generation model that produces high-quality images by combining text prompts and visual references.

Image•Image Generation•Multimodal

318

NLR — A 300-page novel entirely created by AI.

InternationalSelection•AI Writing•Autonomous Creation

174

Sudoku-RWKV — A specialized RWKV model for solving Sudoku puzzles.

Programming•Sudoku•RWKV Model

Best AI Websites & Tools