2 ms·
I had the same thought as the comment you're responding to. Recurrent neural networks are bad when the recurrence is 100x long or more. You need long chains be
by jiggawatts 4y ago
I had the same thought as the comment you're responding to.
Recurrent neural networks are bad when the recurrence is 100x long or more. You need long chains because with a token-at-a-time, that's what you need to process even one paragraph.
But if you use an RNN around a Transformed-based LLM, then you're adding +4K or +8K tokens per recurrence, not +1.
E.g.: GPT 4 32K would need just 4x RNN steps to reach 128K tokens!