text="..."# your textfromlangchain.text_splitterimportNLTKTextSplittertext_splitter=NLTKTextSplitter()docs=text_splitter.split_text(text) 3、spaCy是另一个强大的Python库,用于各种NLP任务。它提供了一个高级的句子分割功能,能够有效地将文本划分为单独的句子,从而在生成的块中更好地保留上下文。spaCy的句子...
Noun Chunks:extract noun chunks from a text, in many languagesAll the large spaCy models are available. Paraphrasing and rewriting:generate a similar content with the same meaning, in many languages.We use LLaMA 3.1 405B and an in-house NLP Cloud model called Fine-tuned LLaMA 3.3 70B.Playgro...
tokenizer = AutoTokenizer.from_pretrained("princeton-nlp/AutoCompressor-Llama-2-7b-6k") # Need bfloat16 + cuda to run Llama model with flash attention model = LlamaAutoCompressorModel.from_pretrained("princeton-nlp/AutoCompressor-Llama-2-7b-6k", torch_dtype=torch.bfloat16).eval().cuda() pr...
AutoCompressorModel # Load AutoCompressor trained by compressing 6k tokens in 4 compression steps tokenizer = AutoTokenizer.from_pretrained("princeton-nlp/AutoCompressor-Llama-2-7b-6k") # Need bfloat16 + cuda to run Llama model with flash attention model = LlamaAutoCompressorModel.from...
首要步骤是配置开发环境,安装必需的 Python 库以及下载 Spacy 模型。 (base) Florian:~ Florian$ conda create -n "selective_context" python=3.10 (base) Florian:~ Florian$ conda activate selective_context (selective_context) Florian:~ Florian$ pip install selective-context (selective_context) Florian:~...
NLU languageTokenizersNotes Russian udpipe mystem morphsrus The mystem and morphsrus tokenizers are used for migrating projects to NLU. Chinese pinyin Portuguese udpipe Kazakh kaznlp Any other language spacy STSSTS classifier default settings:...
NLP Overview To clear junk from the scraped data, our algorithm involved several stages: Using spaCy: We utilized the en_core_web_lg model from the spaCy library to preprocess data, incorporating tasks like tokenization, part-of-speech tagging, named entity recognition, and dependency parsing. Th...
Advanced-Name-Screening-and-Entity-Linking-with-Existing-NLP-Models Project Overview: In collaboration with Solytics Partners, we developed a machine learning system for assessing credit risk in banking by identifying high-risk individuals through the extraction and matching of names from negative news...
is the process of identifying and separating sentences within text. The aim is to delineate sentence boundaries for better analysis. This task is crucial for various NLP applications, using rule-based or machine-learning approaches to ensure accurate segmentation. Tools like NLTK and Spacy offer func...
首要步骤是配置开发环境,安装必需的 Python 库以及下载 Spacy 模型。 (base) Florian:~ Florian$ conda create -n "selective_context" python=3.10 (base) Florian:~ Florian$ conda activate selective_context (selective_context) Florian:~ Florian$ pip install selective-context (selective_context) Florian:~...