Three Levels of Inference Speed Improvement
[๐๐] ๐ง๐ต๐ฟ๐ฒ๐ฒ ๐๐ฒ๐๐ฒ๐น๐ ๐ผ๐ณ ๐๐ป๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ฐ๐ฒ ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ ๐๐บ๐ฝ๐ฟ๐ผ๐๐ฒ๐บ๐ฒ๐ป๐
AI models achieve higher speeds through ๐๐ต๐ฟ๐ฒ๐ฒ ๐ฑ๐ถ๐๐๐ถ๐ป๐ฐ๐ ๐น๐ฎ๐๐ฒ๐ฟ๐:
- ๐๐ป๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ฐ๐ฒ ๐ข๐ฝ๐๐ถ๐บ๐ถ๐๐ฎ๐๐ถ๐ผ๐ป๐
๐๐ฐ๐ง๐ต๐ธ๐ข๐ณ๐ฆ ๐ต๐ฆ๐ค๐ฉ๐ฏ๐ช๐ฒ๐ถ๐ฆ๐ด like ๐ฏ๐ฎ๐๐ฐ๐ต๐ถ๐ป๐ด, ๐ฐ๐ฎ๐ฐ๐ต๐ถ๐ป๐ด, and ๐พ๐๐ฎ๐ป๐๐ถ๐๐ฎ๐๐ถ๐ผ๐ป.
- ๐ ๐ผ๐ฑ๐ฒ๐น ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ
๐๐ต๐ณ๐ถ๐ค๐ต๐ถ๐ณ๐ข๐ญ ๐ค๐ฉ๐ฐ๐ช๐ค๐ฆ๐ด, such as ๐ ๐ถ๐ ๐๐๐ฟ๐ฒ ๐ผ๐ณ ๐๐ ๐ฝ๐ฒ๐ฟ๐๐ (๐ ๐ผ๐), that reduce the amount of computation required per token.
- ๐๐ฎ๐ฟ๐ฑ๐๐ฎ๐ฟ๐ฒ
The ๐ฝ๐ต๐๐๐ถ๐ฐ๐ฎ๐น ๐ฐ๐ต๐ถ๐ฝ ๐ฎ๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ, which is identified as the ๐บ๐ผ๐๐ ๐ฐ๐ฟ๐ถ๐๐ถ๐ฐ๐ฎ๐น ๐ณ๐ผ๐๐ป๐ฑ๐ฎ๐๐ถ๐ผ๐ป determining available ๐บ๐ฒ๐บ๐ผ๐ฟ๐ and ๐ฐ๐ผ๐บ๐ฝ๐๐๐ฒ.
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