Revolutionary Nomic Embed Outperforms Closed-Source Models, SCALEEVAL Enhances LLM Evaluation

Introducing Nomic Embed, the open-source text embedding model that outperforms closed-source models. SCALEEVAL introduces a meta-evaluation framework for large language models. Plus, Microsoft's Nadella woos Indian developers to AI tools, and Pinterest researchers present a scalable RL algorithm for improving diffusion models.

Sources:
https://www.marktechpost.com/2024/02/11/nomic-ai-introduces-nomic-embed-text-embedding-model-with-an-8192-context-length-that-outperforms-openai-ada-002-and-text-embedding-3-small-on-both-short-and-long-context-tasks/
https://www.marktechpost.com/2024/02/11/can-large-language-models-be-trusted-for-evaluation-meet-scaleeval-an-agent-debate-assisted-meta-evaluation-framework-that-leverages-the-capabilities-of-multiple-communicative-llm-agents/
https://apnews.com/article/india-microsoft-nadella-ai-64d4bae48048d88d4bd49a14e0b52dd6
https://www.marktechpost.com/2024/02/11/pinterest-researchers-present-an-effective-scalable-algorithm-to-improve-diffusion-models-using-reinforcement-learning-rl/

Outline:
(00:00:00) Introduction
(00:00:56) Nomic AI Introduces Nomic Embed: Text Embedding Model with an 8192 Context-Length that Outperforms OpenAI Ada-002 and Text-Embedding-3-Small on both Short and Long Context Tasks
(00:03:07) Can Large Language Models be Trusted for Evaluation? Meet SCALEEVAL: An Agent-Debate-Assisted Meta-Evaluation Framework that Leverages the Capabilities of Multiple Communicative LLM Agents
(00:06:14) Microsoft's Nadella woos Indian developers to the company's AI tools
(00:08:50) Pinterest Researchers Present an Effective Scalable Algorithm to Improve Diffusion Models Using Reinforcement Learning (RL)