How To Decide Who Owns AI Evals
AI Evals should not be a separate role; they must be an inner loop process. Domain expertise is key, and establishing a 'benevolent dictator' to define 'good' is crucial for efficient evaluation.
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How To Turn Evals Into A Better Model Before fine-tuning an LLM, focus on optimizing your evaluation environment. The three core parts of any eval are the Task Set, the Harness (the execution loop), and the Scoring Function. Advanced training involves Reinforcement Learning (RL).Recent signals
How To Decide Who Owns AI Evals AI Evals should not be a separate role; they must be an inner loop process. Domain expertise is key, and establishing a 'benevolent dictator' to define 'good' is crucial for efficient evaluation.
How To Turn Evals Into A Better Model
Before fine-tuning an LLM, focus on optimizing your evaluation environment. The three core parts of any eval are the Task Set, the Harness (the execution loop), and the Scoring Function. Advanced training involves Reinforcement Learning (RL).
Read article