PinnedOzgur GulerDeploying “whisper” from HF Model Hub onto Azure MLWhisper is a transformer based encoder-decoder model with a “deceptively simple” architecture comprising of a stack of 2D CNNs followed by…4 min read·Mar 25, 2024--1--1
PinnedOzgur GulerinMicrosoft AzureIncrementally Indexing documents with AzureAI Search Integrated VectorisationRAG pipelines need “living indexes”. There is usually more data that needs to be integrated to a RAG app dynamically e.g. via a blob…2 min read·Mar 11, 2024----
PinnedOzgur GulerHow to improve RAG peformance ? — Advanced RAG Patterns — Part2In the realm of experimental Large Language Models (LLMs), creating a captivating LLM Minimum Viable Product (MVP) is relatively…12 min read·Oct 18, 2023--6--6
PinnedOzgur Guler5 different ways you can serve your ML models with Containers on Azure —Part1 — Deploying ML Model on Azure Functions6 min read·Feb 23, 2023--1--1
PinnedOzgur GulerHow to build a basic recommender system using Azure OpenAI EmbeddingsRecommender systems (RS) offer a way to simplify life.3 min read·Apr 4, 2023----
Ozgur GulerHyperScaler GenAI Landscape in April,24Gardner’s Cloud AI Developer Services April 2024 report·4 min read·May 3, 2024----
Ozgur GulerServices as Software with LLM Agents(Originally posted on Linkedin.)·5 min read·Apr 22, 2024----
Ozgur GulerAnthropic Claude3— a competetive perspective for OpenAI’s GPT modelsAnthropic announced the Claude3 multi-modal model family on March 4th, featuring models of varying sizes tailored for a range of use cases…4 min read·Apr 2, 2024----
Ozgur Guler昊 SORA for the transformer challangedSORA Debate — Generation vs causal prediction7 min read·Feb 18, 2024----
Ozgur GulerTrain your dragon agent in 2024(Originally posted on the GenAI builders newsletter. Subscribe here.)8 min read·Feb 14, 2024----