27B model running sub 7W

2 pointsposted 4 hours ago
by thomaslanning

1 Comments

thomaslanning

4 hours ago

Unbelievably slow, but we managed to fit a 27b model on the kv260 board, using an FPGA to hardcode the model architecture. Part of prototyping at Lamb Labs!

This was a PoC, now we're post-training the models to run faster, so hopefully this can be useful to someone. Bonus points if you can guess the quantization of the model.