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3min chapter
BloombergGPT - an LLM for Finance with David Rosenberg - #639
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
How to Evaluate the Performance of a Model
The results were really good, we were kind of at least competitive with Bloom and OPT on most tasks. But certainly as far as general purpose tasks, we were in the same ballpark as the others in this cohort. And on financial benchmarks? Financial data, we were significantly better. It's hard to know we didn't do the ablation studies to determine that. As far as what we would do next, that's one thing that we'd focus on, I think, is more experimentation on these small changes,. Maybe on a smaller model size to know what makes a difference and what doesn't.
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