Snowflake LLM Evaluation: A Beginner's Triumph Over JSON Hurdles

infrastructure #llm 📝 Blog|Analyzed: Feb 11, 2026 21:30•

Published: Feb 11, 2026 21:24

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1 min read

Analysis

This article highlights an exciting journey into evaluating Large Language Models (LLMs) using Snowflake, a cloud database. The author showcases how they overcame challenges, particularly those related to JSON parsing, and ultimately achieved success within Snowflake's free tier, offering valuable insights for fellow beginners.

Key Takeaways

•Successfully evaluated an LLM within Snowflake's free tier.
•Overcame JSON parsing issues by strategically prompting the LLM.
•Emphasizes the importance of checking raw output data.

Reference / Citation

View Original

"Snowflake is JSON only; the author solves the issue by prompting the model to output a response wrapped in tags, which allows the author to extract only the valid JSON."

Qiita LLMFeb 11, 2026 21:24

* Cited for critical analysis under Article 32.

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