Can LLMs Beat Classical Hyperparameter Optimization Algorithms?
The autoresearch repository allows an LLM agent to optimize hyperparameters by directly editing training code. A study compares classical hyperparameter optimization algorithms with LLM-based methods for tuning a small language model's hyperparameters.
arxiv.org
3 min
16h ago
Can LLMs Beat Classical Hyperparameter Optimization Algorithms?
The autoresearch repository allows an LLM agent to optimize hyperparameters by directly editing training code. A study compares classical hyperparameter optimization algorithms with LLM-based methods for tuning a small language model's hyperparameters.
arxiv.org
3 min
16h ago
Can LLMs Beat Classical Hyperparameter Optimization Algorithms?
The autoresearch repository allows an LLM agent to optimize hyperparameters by directly editing training code. A study compares classical hyperparameter optimization algorithms with LLM-based methods for tuning a small language model's hyperparameters.
arxiv.org
3 min
16h ago
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