【Coding】Hugging Face BertModel中的一些类和参数说明整理(三) 继续上一篇的past_key_values问题,梳理一下BertLayer中的attention,以及past_key_values怎么使用,首先我们在使用from_pretrained 加载bert模型,比如bert-uncased这类模型时,只是单纯的bert,没有涉及到seq2seq和ge
二、BertModel classBertModel(BertPreTrainedModel):def__init__(self,config):super().__init__(config)self.config=configself.embeddings=BertEmbeddings(config)self.encoder=BertEncoder(config)self.pooler=BertPooler(config)self.init_weights()defget_input_embeddings(self):returnself.embeddings.word_embeddin...
深入探讨Hugging Face的BertModel中的一些关键类和参数，整理如下：一、PreTrainedModel PreTrainedModel类位于transformers.modeling_utils文件中，提供基本的预训练模型框架。初始化可以通过from_pretrained(path)或直接创建实例实现。二、BertPreTrainedModel BertPreTrainedModel继承自PreTrainedModel，专门针对BERT模型...
#coding=gbkimporttimefromhuggingface_hubimportsnapshot_download#huggingface上的模型名称repo_id ="LinkSoul/Chinese-Llama-2-7b-4bit"#本地存储地址local_dir ="E:\\work\\AI\\GPT\\llama_model_7b_4bit"cache_dir= local_dir +"\\cache"whileTrue:try: snapshot_download(cache_dir=cache_dir, local_...
In May, we announced a deepened partnership with Hugging Face and we continue to add more leading-edge Hugging Face models to the Azure AI model catalog on a...
01-ai/Yi-34B-200K · Hugging Face ### Building the Next Generation of Open-Source and Bilingual LLMs 🤗 Hugging Face • 🤖 ModelScope • ✡️ WiseModel 👩🚀 Ask questions or discuss ideas on GitHub 👋 Join us on 👾 Discord or 💬 WeChat 📝 Check out Yi Tech ...
In the case of the discovered model, since the malicious payload is inserted at the beginning of the Pickle stream, execution of the model wouldn’t be detected as unsafe by Hugging Face’s existing security scanning tools. Protect your ML models RL is constantly improving its malware detection...
3.Hugging Face库应用 面试官可能询问如何使用Hugging Face库(如Transformers)进行预训练模型调用、文本生成、问答系统等高级NLP任务。展示如下代码: 代码语言:javascript 代码运行次数:0 运行 AI代码解释 from transformersimportAutoTokenizer,AutoModelForSequenceClassification,pipeline tokenizer=AutoTokenizer.from_pretrained...
Hugging Faceis anopen source platform, also known as a “model hub” where you can find a collection of machine learning models and datasets. The platform provides the infrastructure to develop and train your machine learning models. This includes everything from writing the initial code to deplo...
01-ai/Yi-VL-34B · Hugging Face Yi-VL-34B模型托管在Hugging Face上,是全球首个开源的340亿视觉语言模型,代表了人工智能领域的重大进展。它以其双语多模态能力脱颖而出,可以进行英文和中文的多轮文本-图像对话。该模型在图像理解方面表现出色,并在MMMU和CMMMU等基准测试中... 内容导读 Yi-VL-34B模型托管在...