Hey Elliot,
Andriy, co-founder at Nomic here! Congrats on Embed v4 - the more embeddings the merrier!
Embed v1.5 is a 1.5 year old model!
You should check out our latest comparable open-weights, multimodal embedding model that's designed for text, PDFs and images! I can't directly say anything about relative performance to Embed v4 as you guys didn't publish evals on the Vidore-V2 open benchmark!
Hey Andriy!
We actually did internally run benchmarks against your models since they are open-weights - however, when looking at the license on the 3bn multimodal model (https://huggingface.co/nomic-ai/nomic-embed-multimodal-3b/bl...) we're not permitted to include the results for the marketing of products/services. Rest assured, we know how our model stacks up against yours :)
In any-case, we didn't publish evals on only Vidore-V2 but we did benchmark on it internally.