OPT、GPT、GLM等模型均采用了Transformer模型结构，但有些以Encoder为主，有些以Decoder为主，有些则Enco...
1、结构：Encoder-Decoder Transformer包含编码器和解码器两个部分，而Decoder-Only Transformer只包含解码器...
and a decoder that reproduces it. While the original transformer model was an autoencoder with both encoder and decoder, OpenAI’s GPT series uses only a decoder. In a way, transformers are a technique to improve autoencoders, not
在transformers 库中,EncoderDecoderModel 类用于加载和使用编码器-解码器架构的模型。 EncoderDecoderModel 是Hugging Face transformers 库中的一个类,用于加载和使用那些包含编码器和解码器两部分的模型架构。这种架构通常用于序列到序列的任务,如机器翻译、文本摘要等。 以下是一个简单的示例代码,展示了如何使用 Encoder...
Recent years have shown that abstract summarization combined with transfer learning and transformers has achieved excellent results in the field of text summarization, producing more human-like summaries. In this paper, a presentation of text summarization methods is first presented, as well as a ...
from transformers import Cache, DynamicCache, EncoderDecoderCache, PreTrainedModel ImportError: cannot import name 'Cache' from 'transformers' (/root/miniconda3/lib/python3.10/site-packages/transformers/init.py) This was my fix:
(*input, **kwargs) File "/backup2/mkf/transformers/src/transformers/models/bart/modeling_bart.py", line 1851, in forward outputs = self.model.decoder( File "/home/user/anaconda3/envs/swinocr/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1130, in _call_impl return ...
EncoderDecoderModel目前不支持FNet。上面的错误是因为EncoderDecoderModel在注意力的情况下工作，但是FNet...
With all the excitement around decoder-based large language models (aka “autoregressive models” or “GPT-style LLMs”), encoder-basedTransformershave not received the attention they deserve. Now,ModernBERT, a new encoder model developed byAnswer.AIandLightOn, is helping encoders catch up with ...
First, it only has a decoder and thus reduces the model size significantly. Second, LM can be pre-trained on unlabeled text data which is much easier to obtain. Moreover, LM has many good properties including parameter sharing, layer-wise coordination, etc. Despite the remarkable achievements ...