Create README.md

README.md

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+---
+library_name: diffusers
+tags:
+- music
+---
+
+# Hugging Face Diffusers Implementation of QA-MDT 
+**QADMT: Quality-Aware Diffusion for Text-to-Music 🎶**
+
+QADMT brings a new approach to text-to-music generation by using quality-aware training to tackle issues like low-fidelity audio and weak labeling in datasets. 
+
+With a masked diffusion transformer (MDT), QADMT delivers SOTA results on MusicCaps and Song-Describer, enhancing both quality and musicality. 
+
+
+## Usage:
+
+```bash
+!git lfs install
+!git clone https://huggingface.co/jadechoghari/qa-mdt
+```
+
+```python
+from qa_mdt.pipeline import MOSDiffusionPipeline
+
+pipe = MOSDiffusionPipeline(
+    config_yaml="qa_mdt/audioldm_train/config/mos_as_token/qa_mdt.yaml",
+    list_inference="qa_mdt/test_prompts/good_prompts_1.lst",
+    reload_from_ckpt="qamdt/checkpoints/checkpoint_389999.ckpt",
+    base_folder=None
+)
+
+pipe()
+```