Fabian HernandezinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceAdvanced LLM Operations in Snowflake: A Case StudyStreamlining AI with Snowpark ML Model Registry: A Case Study in Automotive Retail Industry.4 min read·Jun 15, 2024----
Fabian HernandezinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceSnowflake Cortex LLM: Self-Querying in Snowflake with Cortex AIExploring Self-Querying Retrievers in Snowflake Using LLMs and the latest Cortex AI functionality7 min read·May 13, 2024----
Fabian HernandezinInfostrux Engineering BlogBuilding an end-to-end AI solution in Snowflake - A Real-Life CaseLearn how to build a customer review categorization AI solution using Snowflake, DBT, HuggingFace LLM Models, and MLOPS best practices.7 min read·Nov 19, 2023----
Fabian HernandezinInfostrux Engineering BlogMastering Snowflake: Fine-tuning LLMs using Snowpark Optimised WarehousesLearn How to Set Large Language Models (LLM) fine-tuning process using Snowflake Stored Procedures, Snowpark-Optimised Warehouses, and the…10 min read·Oct 22, 2023----
Fabian HernandezinInfostrux Engineering BlogUnlocking the Power of Snowflake's Multi-Tenant Architecture: Proven Best Practices for SuccessDiscover Snowflake's recommended best practices for designing Multi-Tenant warehouse applications.11 min read·Oct 15, 2023--1--1
Fabian HernandezinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceAutomating LLM deployment in SnowflakeLearn how to use the Snowpark ML Model Registry library, and Snowflake vectorized Python UDFs to automate the deployment of HuggingFace…8 min read·Sep 19, 2023----
Fabian HernandezinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceImproving LLMs management in SnowflakeLearn how to use Snowpark ML Model Registry libraries to manage HuggingFace Large Language Models (LLMs) in Snowflake.7 min read·Sep 15, 2023--1--1
Fabian HernandezinInfostrux Engineering Blogdbt Projects — Bringing Software Collaboration practices to SnowflakeLearn how to use Snowflake's zero-copy clones, stored procedures, and dbt macros to automate the creation of on-demand developer…9 min read·Jul 30, 2023----
Fabian HernandezinInfostrux Engineering BlogDeploying Pre-Trained LLMs in SnowflakeLearn how to deploy pre-trained large language models from Hugging Face in Snowflake using Vectorized Python UDFs.8 min read·Jul 5, 2023--1--1
Fabian HernandezinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceDeploying pre-trained LLMs in Snowflake.Learn how to deploy pre-trained large language models from Hugging Face in Snowflake using vectorized Python UDFs.8 min read·Jun 5, 2023----
