#quality

3% degradation on summarization? Maybe fine. 3% on code generation? Could break your users. Here's how to set thresholds.

FP16 to INT8 is usually safe. INT8 to INT4 requires careful testing. Here's how to choose.

INT8 gives 2x memory savings. But quality loss varies by layer and task. Here's how to quantize safely.