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Acknowledgements

LLMForge builds upon the work of many open-source projects and contributors. We thank everyone who has helped make this project possible.

Open Source Projects

LLMForge leverages and is inspired by:

  • PyTorch - Deep learning framework
  • Hugging Face Transformers - Model architecture definitions and tokenizers
  • MLX - Apple ML framework
  • MLX-LM Community - For the foundational inference code and model implementations
  • vLLM - High-performance LLM inference
  • Text Generation Inference (TGI) - Hugging Face's inference server
  • bitsandbytes - Quantization utilities
  • AWQ/GPTQ - Advanced quantization methods

Model Architectures

We support numerous model architectures from:

  • Meta (Llama)
  • Qwen (Alibaba)
  • Mistral AI
  • Google (Gemma)
  • Microsoft (Phi)
  • DeepSeek
  • And many others...

Contributors

Thank you to all contributors who have helped improve LLMForge:

git log --format="%aN" | sort -u

Funding & Support

LLMForge is developed by ZandrixAI with support from:

  • Open source community
  • Beta testers
  • Research collaborations

Cross-Platform Support

LLMForge supports multiple backends:

  • NVIDIA CUDA - via PyTorch
  • Apple Metal (MPS/MLX) - Apple Silicon optimization
  • Google TPU - via PyTorch/XLA
  • CPU - via PyTorch

If we've missed your project or contribution, please let us know!