Comment by apsec112

You can't choose arbitrary bits of mantissa, because what types are allowed is defined by the underlying hardware and instruction set (PTX for Nvidia). People have done some exploration of which layers can be quantized more vs. which need to be kept in higher precision, but this is usually done post-training (at inference time) and is largely empirical.