implementation detail · filed under inference & serving
Dynamic activation scaling
Scales activations dynamically in the cited FP8 quantization setup.
- source
- 1
- models
- 2
- lab adopt it
- 1
- strongest
- core
How sources treat it
One count per evidence span, weakest treatment to strongest.
core 1
Documented in
Evidence
1 span quoted from the sources, strongest treatment first.
quant_method: fp8 with e4m3 and dynamic activation scaling
coreunclearin MiMo-V2.6-Pro and MiMo-V2.6-FlashXiaomi
Filed alongside
Other methods under inference & serving :: inference quantization.
FP8 KV-cache quantizationFP8FP4 KV-cache quantizationNVFP4 quantizationFour-Over-SixMXFP4 weight quantizationPost-training quantizationQuantizationBlock-scaled INT8 quantization with stochastic roundingFP8 E4M3 quantizationGGUFMax-based scalingMSE-based scalingMXFP8 activation quantizationNVFP4 KV-cache quantizationNVFP4 ModelOpt re-quantizationSSM cache quantizationAWQ INT4 weight quantization (W4A16)BF16 inferenceBlock-wise E4M3 FP8 weight quantizationChannel-wise quantizationEmbedding and KV-cache quantizationEmpirical bits-per-element budget selectionFine-grained FP8 quantization