图解cross attention | 交叉注意力与自我注意力 除了输入,cross-attention 计算与self-attention相同。交叉注意力不对称地组合了两个相同维度的独立嵌入序列,相比之下,自注意力输入是一个单一的嵌入序列。其中一个序列用作查询输入,而另一个用作键和值输入。SelfDoc 中的替代交叉注意力,使用来自一个序列的查询和值,...
图解cross attention 英文参考链接: https://vaclavkosar.com/ml/cross-attention-in-transformer-architecture 交叉注意力与自我注意力 除了输入,cross-attention 计算与self-attention相同。交叉注意力不对称地组合了两个相同维度的独立嵌入序列,相比之下,自注意力输入是一个单一的嵌入序列。其中一个序列用作查询输入,而...
a特别注意带好自己的吃的东西 Specially pays attention to the thing which the belt good own eats[translate] a这次讲座是南京大学计算机系高教授 This course is the Nanjing University computer is Professor Gao[translate] amonday is the day between saturday and tuesday. 星期一是天在星期六和星期二之间...
a漠然走过却留心看你 Passes through indifferently pays attention actually looks at you[translate] aThe clustering methods on I or J sets could be modeled by di erent approaches. The approach which has attracted much attention in recent years is based on the mixture model.Thus, an extensive litera...
3.What should you pay attention to when you are watching Orphan?DA.Watching it at night.B.Buying enough food to eat.C.Going to a big cinema to watch it.D.Making children stay away from it.4.The author's purpose in writing the text is toB.A.introduce films for a film firmB....
['attention_mask'] = inputs['attention_mask'].to(model.device) from transformers import TextStreamer streamer = TextStreamer(tokenizer) %%time output = model.generate(**inputs, max_new_tokens=300, do_sample=True, top_p=0.5, temperature=0.2, eos_token_id=tokenizer.eos_token_id, streamer=...
Cut-Cross-Entropy(CCE) 是ICLR25 投稿的高分paper(10/10/8/6),CCE算法非常优雅,采用与Flash Attention类似的分块思想来优化LLM训练,Flash Attention优化的是注意力层,而CCE优化语言模型的输出头,两者都是memory-efficient类的训练技巧。 CCE是一种提高LLM训练效率的技术,由于语言模型有较大的词表,而LLM模...
aAt present, the peasants in the process of chemical fertilizer, chemical fertilizer production increase significantly only pay attention to the side, and no fertilizer diminishing returns, blindly increasing the amount of fertilizer, resulting in low fertilizer use efficiency, waste is serious, also ca...