Are there indicators in Cloudflare's culture or history to suggest that Replicate's strengths (docs, api, design) will remain in the long-term?
replies(1):
What's important to know ( I think). Recently, Cloudflare released a blog post of Omni for AI inference. I think they performance tuned it better than other providers. So their costs per inference drops down a lot ( https://blog.cloudflare.com/how-cloudflare-runs-more-ai-mode... ). Since the performance is OK, they now want to expand usage and their model catalog.
Replicate is a perfect fit. Model catalog, infrastructure for larger models, more specialised tools for fine-tuning, ...
Eg. For inference, Replicate is basically just a Worker AI endpoint and easy to maintain. Fine-tuning could probably be something similar.
But then again, that's my 2 cents. It was already mentioned that Replicate will stay as a distinct brand.