Search:
Match:
2 results
Research#llm👥 CommunityAnalyzed: Jan 3, 2026 16:45

Improving search ranking with chess Elo scores

Published:Jul 16, 2025 14:17
1 min read
Hacker News

Analysis

The article introduces new search rerankers (zerank-1 and zerank-1-small) developed by ZeroEntropy, a company building search infrastructure for RAG and AI Agents. The models are trained using a novel Elo score inspired pipeline, detailed in an attached blog. The approach involves collecting soft preferences between documents using LLMs, fitting an Elo-style rating system, and normalizing relevance scores. The article invites community feedback and provides access to the models via API and Hugging Face.
Reference

“The core innovation is the use of an Elo-style rating system for ranking documents, inspired by chess.”

PermalinkHacker News
Technology#AI Audio Generation📝 BlogAnalyzed: Jan 3, 2026 06:35

Stability AI and Arm Collaborate to Release Stable Audio Open Small, Enabling Real-World Deployment for On-Device Audio Generation

Published:May 14, 2025 14:58
1 min read
Stability AI

Analysis

This article announces a collaboration between Stability AI and Arm to release a smaller, faster, and more efficient version of Stable Audio Open, designed for on-device audio generation. The key benefit is the potential for real-world deployment on smartphones, leveraging Arm's widespread technology. The focus is on improved performance and efficiency while maintaining audio quality and prompt adherence.
Reference

“We’re open-sourcing Stable Audio Open Small in partnership with Arm, whose technology powers 99% of smartphones globally. Building on the industry-leading text-to-audio model Stable Audio Open, the new compact variant is smaller and faster, while preserving output quality and prompt adherence.”

PermalinkStability AI