specific method · filed under data curation
Quick Instruction tokens
Dedicated input tokens that trigger auxiliary tasks, which can be run in parallel with the main task.
Also called Quick Instruction.
- 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 append a set of dedicated special tokens directly to the input sequence, where each token corresponds to a specific auxiliary task.
usedinference servingin DeepSeek-V4DeepSeek
V4 also introduces 'Quick Instruction' tokens: special tokens appended to input sequences that trigger auxiliary tasks in parallel
usedinference servingin DeepSeek-V4DeepSeek
Filed alongside
Other methods under data curation :: tokenization.