Highguard 宣布将于 3 月 12 日关停1
Since the initial release, community contributions have pushed data efficiency from ~2.4x to 5.5x against modded-nanogpt, more than doubling in a few days. The key changes are: shuffling at the start of each epoch, which had outsized impact on multi-epoch training; learned projections for value embeddings instead of separate embedding tables; swapping squared ReLU for SwiGLU activation; and ensembling multiple models. 10x data efficiency seems reachable in the short term. 100x might be feasible by the end of the year, given how many directions remain unexplored, but it will require serious exploration on the algorithms side.
春潮涌动，万象更新。3月4日，全国政协十四届四次会议在京开幕。来自34个界别的2000多名全国政协委员承载殷切期盼、肩负光荣使命，为推进中国式现代化建言献策。我们对大会的召开表示热烈祝贺！，更多细节参见WPS下载最新地址
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