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Add LLama CPP Support #335

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@bayedieng bayedieng commented Oct 12, 2024

This PR is meant to add LLama CPP Support using the ggml inference engine. For the sake of simplicity, this PR will take Q8(8-bit) format GGUF Files, implementing the LLAMA model, and infer from their weights. The process involves dequantizing the weights into 32-bit floats to perform computations and re-quantizing them to Q8s for memory-efficiency.

Steps

  • Parse model weights
  • Implement Tensor Operations to Perform Inference
  • Implement Full Model

Closes #167

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[BOUNTY - $500] Llama.cpp inference engine
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