Deep within the source code of this online multiplayer game lies an enigmatic number that puzzles and inspires experts to this day ...
AI videos are not deterministic. This means that even with identical prompts, the results usually differ significantly. A ...
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 ...
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 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, ...
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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