2024年3月12日 · Our method, named Branch-Train-MiX (BTX), starts from a seed model, which is branched to train experts in embarrassingly parallel fashion with high throughput and reduced communication cost.

2024年7月11日 · BTX方法的核心思想是结合了Branch-Train-Merge (BTM) 方法和Mixture-of-Experts (MoE) 架构的优势，同时减少了它们的不足。 BTX方法分为三个主要步骤： Branch & Train ： 从一个预训练好的种子模型（seed model）开始，创建多个副本。

2024年3月15日 · 最近，Meta基础 人工智能研究 （FAIR）团队发布了名为Branch-Train-MiX (BTX)的方法，可从种子模型开始，该模型经过分支，以高吞吐量和低通信成本的并行方式训练专家模型。 Meta FAIR的成员之一Jason Weston在其X上发文介绍了这一进展。

Researchers from FAIR at Meta introduce Branch-Train-Mix (BTX), a pioneering strategy at the confluence of parallel training, and the Mixture-of-Experts (MoE) model. BTX distinguishes itself by initiating parallel training for domain-specific experts.

We really need to get "BTX" recognized by the PINT model builder, or at an absolute minimum it should give a useful error that while BTX is not supported (e.g. the multiple companions part), …

BTX cuvettes can obtain high field strengths up to 25.0 kV/cm. Three electrode gap sizes are available, 1 mm for bacteria and yeast, 2 mm for all cell types and 4 mm for mammalian cells.

Btx 3D models ready to view and download for free.

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Versatile square wave electroporation system suitable for applications for gene, drug and protein delivery including: CRISPR, mammalian cells, in vivo, ex vivo, in ovo tissue, ex plant transfections and nuclear transfer.