Attention Mechanism Bug: Softmax’s Role in All Transformers

Attention Mechanism Bug: Softmax's Role in All Transformers

The following article is sourced from WeChat public account: Xiao Bai Learning Vision. Author: Xiao Bai Learning Vision Editor: Machine Heart Link:https://mp.weixin.qq.com/s/qaAnLOaopuXKptgFmpAKPA This article is for academic sharing only. If there is any infringement, please contact the backend for deletion. Introduction This article introduces a bug in the attention formula in machine learning, as pointed … Read more

Attention Mechanism Bug: Softmax is the Culprit Affecting All Transformers

Attention Mechanism Bug: Softmax is the Culprit Affecting All Transformers

↑ ClickBlue Text Follow the Jishi Platform Source丨Machine Heart Jishi Guide “Big model developers, you are wrong.”>> Join the Jishi CV technology group to stay at the forefront of computer vision. “I found a bug in the attention formula that no one has discovered for eight years. All Transformer models, including GPT and LLaMA, are … Read more

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

“The stone from other hills can serve to polish jade.” Only by standing on the shoulders of giants can we see further and go farther. On the path of scientific research, we need to leverage favorable conditions to move forward faster. Therefore, we have specially collected and organized some practical code links, datasets, software, programming … Read more

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

Machine Heart reports Machine Heart Editorial Team “Big model developers, you are wrong.” “I discovered a bug in the attention formula that no one has found for eight years. All Transformer models, including GPT and LLaMA, are affected.” Yesterday, a statistician named Evan Miller stirred up a storm in the AI field with his statement. … Read more