ONNX/TFLite — the mobile inference formats
#1
by 3morixd - opened
We test models in both GGUF (llama.cpp) and ONNX/TFLite formats on our phone farm.
Findings: ONNX Runtime is faster for small models (<500M) on Snapdragon, while GGUF/llama.cpp is better for larger models (1B+) due to memory-mapped loading.
The choice of format matters as much as the choice of model. We benchmark both at dispatchAI.
- Dispatch AI (FZE), Sharjah UAE