Viewing profile — jafermarq

Do you mean this example? https://github.com/adap/flower/tree/main/examples/quickstart...

Amazing to see the new docs page about Flower Network Communication: https://flower.ai/docs/framework/ref-flower-network-communic...

This is a quickstart example using LeRobot and Flower that demonstrates how to train a diffusion model collaboratively across 10 individual nodes (each with its own dataset). This …

In a world starving for GPUs, we need to start looking for alternatives. Luckily embedded processors keep getting both faster and cheaper -- making them a increasingly attractive f…

If the task requires labels yes. Alternatively, an auxiliary model (not part of the training) can generate pseudo labels and use those during training. A more general approach (for…

Yes. The example uses Whisper-tiny which is 39M, a perfect match for the downstream task of keyword spotting. Just one line needs to be changed in the code to run a larger Whisper …

yes. Finetuning a whisper model on a RPi 5 is ~2x faster than on the RPi 4. Other stages involving data pre-processing with HF dataset is again 2x-3x faster.

yeah. with FL it should be possible to make sense out of all data that is distributed across devices without ever having to move it to a central location (i.e. collect it). In the …