Note: while I don't work at Ephemeris or Cascade, I do work in the Bittensor ecosystem. Declaring this at the top so it's not misleading Ephemeris is an inference provider for time series foundation models. It supports Chronos2, Flowstate-r1, patchtst-fm-r1, timesfm25, tirex2, and toto2-313m These models are all relatively small, so a lot of people can download them and run them locally anyway. What Ephemeris lets you do is select multiple of them to produce ensemble forecasts. It works through an API, so even if you're unfamiliar with TSFMs you can hand it to an agent/model that can develop a stronger understanding. It's especially good for people who don't have a machine that can run TSFMs (we kinda take for granted how models this small can still actually be a strain on much older computers). https://ephemeris.cascade.industries/ This is made by Cascade, a Bittensor subnet's training its own distributed TSFM. Their own model will be accessible through Ephemeris soon, too. https://dashboard.cascadesub.net/stakeholders   submitted by   /u/network-kai [link]   [comments]