The shift from custom NLP models to LLM providers

As a senior ML Engineer, I've been noticing some interesting trends lately, especially over the past 1.5 years or so. It seems like some companies are moving away from using custom downstream NLP models. Instead, they're leaning into these LLMs, especially after all the hype around ChatGPT.

It's like companies are all about integrating these LLMs into their systems and then fine-tuning them with prompts or their data. And honestly, it's changing the game. With this approach, companies don't always …

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