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Fonte

blog.voyageai.com

10articoli totali nell'archivio

blog.voyageai.com
AIscience

Breaking the Dense Ceiling: How voyage-4-large Uses MoE to Scale

Author: Hong Liu Efficient scaling of embedding models has been a core focus of Voyage AI research: Rather than simply scaling…

blog.voyageai.com·2 mesi fa
blog.voyageai.com
AI

Announcing New Models and Expanded Availability

At Voyage AI, we empower developers to build applications that rely on highly accurate AI-powered search and retrieval. We’re…

blog.voyageai.com·4 mesi fa
blog.voyageai.com

The Voyage 4 model family: shared embedding space with MoE architecture

TL;DR – We’re excited to introduce the Voyage 4 series, a new generation of text embedding models featuring industry-first shared…

blog.voyageai.com·4 mesi fa
blog.voyageai.com

voyage-multimodal-3.5: a new multimodal retrieval frontier with video support

TL;DR – We’re excited to introduce voyage-multimodal-3.5, our next-generation multimodal embedding model built for retrieval over…

blog.voyageai.com·4 mesi fa
blog.voyageai.com
Tech

Introducing the Batch API: Simpler and more efficient for large-scale workloads

TL;DR – We’re excited to introduce our Batch API—an asynchronous endpoint built to efficiently handle large volumes of requests.…

blog.voyageai.com·5 mesi fa
blog.voyageai.com

The Case Against LLMs as Rerankers

Authors: Apoorva Joshi, Zhenmei Shi, Akshay Goindani, Hong LiuResearch Leads: Zhenmei Shi, Akshay Goindani, Hong Liu Large…

blog.voyageai.com·7 mesi fa
blog.voyageai.com

rerank-2.5 and rerank-2.5-lite: instruction-following rerankers

TL;DR – We are excited to introduce the rerank-2.5 series, which significantly improves upon rerank-2’s performance while also…

blog.voyageai.com·9 mesi fa
blog.voyageai.com

Introducing voyage-context-3: focused chunk-level details with global document…

TL;DR – We’re excited to introduce voyage-context-3, a contextualized chunk embedding model that produces vectors for chunks that…

blog.voyageai.com·10 mesi fa
blog.voyageai.com

voyage-3.5 and voyage-3.5-lite: improved quality for a new retrieval frontier

TL;DR – We’re excited to introduce voyage-3.5 and voyage-3.5-lite, the latest generation of our embedding models. These models…

blog.voyageai.com·1 anni fa