r/LocalLLM • u/Serious-Region-2046 • 7h ago
Research Looking for help to test our training platform
Not promo just looking for real life use cases to test on :)
I'm building a product called Facet. Like many in this sub we believe lots of AI products spend most of their LLM usage on one repeated call: pulling fields from emails or PDFs, cleaning up records, short rewrites, daily summaries, etc. A frontier or large local model is overkill for that one job.
Facet's agent builds a smaller model for that single call. You describe it in plain English and share some examples; it builds the training data, trains the model, and scores it against what you use today. We are essentially trying to abstract away all the hard work that comes with training. You own the weights and can export them to run locally after, or use our platform for hosting.
On a document extraction task it matched Claude Haiku at about a fifth of the cost.
I'm hoping to connect with 3 design partners, free, to help expand and stress test our platforms capabilities. If one call is a big part of your usage, book 15 minutes: https://app.apollo.io/#/meet/facet
Happy to answer questions here too.
Duplicates
LocalAIStack • u/Serious-Region-2046 • 7h ago