Reposted by nvandermeer.bsky.social
More powerful models are not always the better choice for engineering systems. Benjamin Nweke highlights the tradeoff between flexibility and consistency in LLM outputs.
towardsdatascience.com
I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing | Towards Data Science
The hidden cost of probabilistic outputs in systems that demand reliability