Show HN: Mockingbird is an LLM that outperforms GPT4 on RAG (vectara.com)

9 points by eskibars ↗ HN
Hi HN!

I lead product at Vectara and we've just released a new LLM in our platform that outperforms GPT4 and Gemini 1.5 Pro on RAG tasks.

Vectara is a Retrieval Augmented Generation (RAG) platform primarily deployed as a SaaS service which includes a generous free tier so you can try it for free.

The way we've been able to offer a "better but cheaper" is that we focus a lot of our attention on taking smaller models (which can be hosted in a cost efficient way) and fine tuning them to specific tasks: in this case RAG. This ends up with a model that is less capable of arbitrary tasks like crafting creative stories, but for many enterprises we've learned they don't see the "creativity" of LLMs as a positive, as they also result in hallucinations.

Would love feedback!

1 comment

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I think we all recognize that specialized models are the future. Great to see Vectara already on that path for RAG (enterprises)!