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software and hardware for the next trillion parameters

developers first

change just one line of code

replace your nn.Linear layer in PyTorch with our ds.BitLinear158 and get all the benefits of our custom software and hardware

radically first-principles

quantization with no accuracy tradeoff

we've reimagined compute to optimize on the largest inference bottlenecks today through software-hardware co-design and are rebuilding everything from the ground up in the lowest-level

scale and speed

compute on the edge

due to scalable latency and energy improvements, neural network inference on the edge has never been more tailored or fast