Two SigmaA Guide to Large Language Model Abstractions
A comprehensive review of frameworks for abstracting interactions with and between Large Language Models (LLMs), exploring a systematic taxonomy and two systems of organization.
Apple MLPersonalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization
Personalization solution for CTC-based end-to-end speech recognition using pronunciation-driven subword tokenization
Snorkel AIRetrieval augmented generation (RAG): a conversation with its creator
A conversation with the creator of retrieval augmented generation (RAG) discussing applications, misconceptions, and the future of AI in the enterprise.
AWS MLHost the Whisper Model on Amazon SageMaker: exploring inference options
Explore how to host the Whisper Model on Amazon SageMaker and discover different inference options for efficient audio processing.
DoorDashStaying in the Zone: How DoorDash used a service mesh to manage data transfer, reducing hops and cloud spend
How DoorDash used a service mesh to manage data transfer and reduce cloud spend
DatabricksEvolving Your SIEM Detection Rules: A Journey from Simple to Sophisticated
A blogpost describing the journey of evolving SIEM detection rules from simple to sophisticated, using Databricks Data Intelligence Platform to analyze large amounts of data.
SalesforceInside AI Research: Conquering Complex Challenges to Power Next Generation Innovations
Exploring the challenges and solutions in AI research, with a focus on natural language processing and software intelligence.
Google CloudLinear optimizes data and scalability with vector search support on Google Cloud SQL
Linear enhances data optimization and scalability with vector search support on Google Cloud SQL
Google CloudOur Solar API now covers more rooftops worldwide
Expanding solar data coverage worldwide to provide valuable information to businesses in the solar industry
DatabricksVeritas: Delivering Real-World Data through Datavant on Databricks
Veritas leverages Datavant on Databricks to deliver real-world data and improve patient outcomes.
OpenAIDemocratic inputs to AI grant program: lessons learned and implementation plans
Democratic Inputs to AI grant program: lessons learned and implementation plans for incorporating public input in shaping AI behavior
LinkedInThe Evolution of Enforcing our Professional Community Policies at Scale
Exploring the evolution of account restriction systems and enforcement mechanisms at LinkedIn to ensure a safe and trusted platform for the professional community.