It should probably come as no surprise to anyone that the images which we look at every day – whether printed or on a display – are simply illusions. That cat picture isn’t ...

Quantization makes huge models smaller and more usable for general purposes. ... By converting these numbers to less precise formats through quantization, for example 16-bit, ...

If ever there were a salient example of a counter-intuitive technique, it would be quantization of neural networks. Quantization reduces the precision of the weights and other tensors in neural ...

For example, this blog explains the use of quantization and other techniques to optimize a model for fast inference on Ethos-U microNPU. Another blog shows how to use TFLite to train and quantize a ...

Setting up a Large Language Model (LLM) like Llama on your local machine allows for private, offline inference and experimentation.

This degree of quantization would, for example, be capable of processing the 16 phase levels present on a circular 256-QAM (quadrature amplitude modulation) signal, ...

For example, a 32-bit floating point (FP32) can express precise values such as 0.123456, but when this is converted to an 8-bit integer (INT8), it is converted to an integer between 0 and 255.

SAN FRANCISCO--(BUSINESS WIRE)--Elastic (NYSE: ESTC), the Search AI Company, announced Better Binary Quantization (BBQ) in Elasticsearch.BBQ is a new quantization approach developed from insights ...