[13] MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models (EMNLP-20) [14] PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation (EMNLP-20) [15] GeDi: Generative Discriminator Guided Sequence Generation (EMNLP-21...
import pandas as pd input_txt = "Transformers are the" input_ids = tokenizer(input_txt, return_tensors="pt")["input_ids"].to(device) iterations = [] n_steps = 8 # 进行8步解码 choices_per_step = 5 # 每一步候选数量 with torch.no_grad():# eval模式 for _ in range(n_steps):#...
[13] MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models (EMNLP-20) [14] PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation (EMNLP-20) [15] GeDi: Generative Discriminator Guided Sequence Generation (EMNLP...
pipeline(管道)是huggingface transformers库中一种极简方式使用大模型推理的抽象,将所有大模型分为音频(Audio)、 今天介绍NLP自然语言处理的第六篇:文本生成(text-generation),在huggingface库内有13.4万个文本生成(text-generation))模型,当仁不让为最重要的task,当前主流的大语言模型,比如国外的llama3、gemma、Phi、G...
Learn how to perform speech recognition using wav2vec2 and whisper transformer models with the help of Huggingface transformers library in Python. How to Paraphrase Text using Transformers in Python Explore different pre-trained transformer models in transformers library to paraphrase sentences in Python...
Cascaded Text Generation with Markov Transformers 首先，邓云天介绍了文本生成的背景。目前文本生成效果最好算法是基于Fully Auto regressive模型。在Fully Auto regressive模型中假定生成每一个单词概率取决于之前生成所有单词，比如说首先生成第一个单词X1，再基于第一个单词X1生成第二个单词X2，基于前两个单词生成第三...
如上所述,Text2TextGeneration是Transformers的其中一个管道或任务,这个管道可以用于各种各样的NLP任务,如问题回答(question answering)、情感分类(sentiment classification)、问题生成(question generation)、翻译(translation)、转述(paraphrasing)、总结(summarization)等。它使用seq2seq模型进行文本到文本生成(text to text...
nlptransformerstext-generationpytorchllamagptclipbertgpt2huggingface-transformersllavachatglm-6bllama2 UpdatedJan 2, 2025 Jupyter Notebook yangjianxin1/GPT2-chitchat Star3k Code Issues Pull requests GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想) ...
Transformers 原生的transformers推理接口 text-generation-webui 前端web UI 界面部署 这里主要讲解text-generation-webui的安装部署使用 gitclone https://github.com/oobabooga/text-generation-webui.git 下载到本地有充足空间的位置 text-generation-webui目录结构 ...
importtorchimportintel_extension_for_pytorch as ipeximporttransformers model=transformers.AutoModelForCausalLM(model_name_or_path).eval()dtype=torch.float# or torch.bfloat16model=ipex.llm.optimize(model, dtype=dtype)model.generate(YOUR_GENERATION_PARAMS) ...