Dear Community,
As the year draws to a close, I would like to express gratitude for being a part of the Ai India community dedicated to expanding AI education.
My prediction for 2024 1. 1B models will outperform 70B models.
2. Models will be deployed on CPUs for almost free. Not API services.
3. Data quality will yield the next 10x boost in performance.
4. A combination of open source models will beat the best private models.
5. Compilers will unlock at least 80% speed up in models (both training and inference)
6. Legislation will side with content creators over model developers.
7. Local ML is going to be huge. It will be in part driven by the adoption of Apple Silicon and other innovative hardware, but also on raw CPU and mobile devices
8. In many cases except for the largest of LLMs, local inference will become a viable alternative to hosted inference.
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