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Quantized MatMul in CUDA with a PyTorch interface

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Quantized matmul in CUDA, with a PyTorch interface

Original code from FasterTransformer / TensorRT-LLM: https://github.com/NVIDIA/TensorRT-LLM/tree/main/cpp/tensorrt_llm/kernels

Adapted to support a different quantization scheme.

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