Shuhei WatanabeinOptunaFile Management during LLM (Large Language Model) Trainings by Optuna v4.0.0 Artifact StoreArtifact Store, a file management mechanism, is supported officially in Optuna v4.0.0 and we show the use case for an LLM.Aug 20Aug 20
Shuhei WatanabeinOptunaSignificant Speed Up of Multi-Objective TPESampler in Optuna v4.0.0Multi-objective TPESampler became 300x faster in Optuna v4.0. Shuhei Watanabe, will explain how this speedup brings benefits to users.Aug 7Aug 7
Shuhei WatanabeinOptunaIntroducing Optuna’s Native GPSamplerOptuna v3.6 introduced GPSampler that drastically speed up optimization using Gaussian Process.Apr 22Apr 22