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PavonicDev  updated a model about 23 hours ago
PavonicAI/HeartMuLa-3B-4bit
PavonicDev  updated a Space 1 day ago
PavonicAI/README
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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

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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