Deep within the source code of this online multiplayer game lies an enigmatic number that puzzles and inspires experts to this day ...
Abstract: Vector Data Management Systems (VDMS) play a vital role in large-scale information retrieval by providing tunable parameters to optimize similarity search. However, performance tuning ...
In the k-ANN search workflow, modern vector indexes can achieve high search performance under static or dynamic workloads. However, search results are often scattered across multiple physical blocks, ...
Abstract: In this work, an effective and efficient optimization strategy for 3-D inductors based on through-silicon via (TSV) is proposed. This strategy is based on the nondominated sorting genetic ...
In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...
References Hugging Face Optimum -- Source implementation of the FX optimization framework Optimum Documentation -- Official docs torch.fx Overview -- PyTorch FX documentation FX Graph Mode ...
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