Artificial Intelligence, Machine Learning, Parallel Computing, Diffusion Models, Content Generation.
efficient Int8 quantized model parallel inference, allowing deployment of large model inference services like BLOOM (175 billion parameters) on 8-GPU servers using consumer-grade graphics cards like 3090/4090 without significant CPU memory usage increase or performance loss. This can reduce