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title: ForgeAI
emoji: "🔥"
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colorTo: red
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# ForgeAI
**Making AI models accessible for consumer hardware.**
We quantize large AI models, fix compatibility issues, and document everything so the community can benefit.
## What We Do
- **Quantize large models** to run on GPUs with 16 GB VRAM or less
- **Fix compatibility issues** with modern PyTorch, transformers and torchtune versions
- **Provide ComfyUI integration** for creative AI workflows
- **Document all fixes** with copy-paste code examples
## Our Models
| Model | What it does | VRAM | Link |
|---|---|---|---|
| **HeartMuLa-3B-4bit** | AI music generation from lyrics | 16 GB | [Download](https://huggingface.co/PavonicAI/HeartMuLa-3B-4bit) |
## Tech Stack
- PyTorch + CUDA
- bitsandbytes (NF4 / INT8 quantization)
- Hugging Face Transformers
- ComfyUI custom nodes
## Get In Touch
Open an issue or discussion on any of our model repos.
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