generator = pipeline("text-generation") response ="Dear Bumblebee, I am sorry to hear that your order was mixed up."prompt = text +"\n\nCustomer service response:\n"+ response outputs = generator(prompt, max_length=200)print(outputs[0]['generated_text']) Dear Amazon, last week I ord...
参考文献 1. (2020, SongNet) Rigid Formats Controlled Text Generation https://arxiv.org/pdf/2004.08022v1.pdf 2. (2020, DeepRapper) DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling https://arxiv.org/pdf/2107.01875.pdf 3. (2019, TransferTransfo) TransferTransfo: A Transfer Learn...
generator = pipeline("text-generation") response = "Dear Bumblebee, I am sorry to hear that your order was mixed up." prompt = text + "\n\nCustomer service response:\n" + response outputs = generator(prompt, max_length=200) print(outputs[0]['generated_text']) Dear Amazon, last week...
预训练模型是无监督的,我们通过在下游任务中使用预训练模型的输出来训练一个有监督模型,从而衡量预训练模型的好坏或者将模型部署到实际生产中。预训练模型的下游应用包括Text Generation,Sequence Classification,Named Entity Recognition,Extractive Question Answering,Summarization,Translation等。 Text Generation 在文本生成(...
5.1 Unifying Vision-and-Language Tasks via Text Generation(2021) 这篇论文用 VL-T5 和 VL-BART 预训练的大模型把图像和文本问题统一成文本生成问题,保留 Seq2Seq 核心思想(给定输入文本,生成输出文本)的同时,使用了 Transformer 架构。 在上游任务中: ...
Text Generation Tool for Writing Assistance using TransformerBaid, ShubhamRajeshbhai, Rupera JalayAgarwal, ShubhamM., KiranJournal of Advanced Zoology
在文本生成任务中,“知识”是对输入文本和上下文的一种“补充”,可以由不同方法和信息源获得,包括但不限于关键词,主题,键值对,知识图谱等,这些“知识”可以通过不同的表示方法学习到有效的知识表示,用于增强文本生成任务的生成效果,这就被称为知识增强的文本生成(Knowledge-Enhanced Text Generation)。因此,知识增强...
text = "hello world! this is a simple text generation example." seq_length = 10 dataset = TextDataset(text, seq_length) dataloader = DataLoader(dataset, batch_size=2, shuffle=True) 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11.
Simple and efficient pytorch-native transformer text generation. Featuring: Very low latency <1000 lines of python No dependencies other than PyTorch and sentencepiece int8/int4 quantization Speculative decoding Tensor parallelism Supports Nvidia and AMD GPUs This is NOT intended to be a "framework" ...
文本生成(AI Text Generation):使用人工智能(AI)算法和模型来生成模仿人类书写内容的文本。它涉及在现有文本的大型数据集上训练机器学习模型,以生成在风格、语气和内容上与输入数据相似的新文本; 语音生成(AI Audio Generation):AIGC的音频生成技术可以分为两类:「文本到语音合成」和「语音克隆」。「文本到语音合成」...