Model techniques map
Techniquestraining objectivedistillation objective

implementation detail · filed under training objective

Full-vocabulary logit distillation

Uses the teacher’s full-vocabulary logits as the distributional target for the student.

sources
2
models
2
lab adopt it
1
strongest
used

How sources treat it

One count per evidence span, weakest treatment to strongest.

used 2

Documented in

Evidence

2 spans quoted from the sources, strongest treatment first.

we adopt full-vocabulary logit distillation in our OPD.

usedpost trainingin DeepSeek-V4DeepSeek

V4 uses full-vocabulary logit distillation instead.

usedpost trainingin DeepSeek-V4DeepSeek

Filed alongside

Other methods under training objective :: distillation objective.