Text Generation Inference (TGI) is a toolkit for deploying and serving Large Language Models (LLMs). TGI enables high-performance text generation for the most popular open-source LLMs, including Llama, Falcon, StarCoder, BLOOM, GPT-NeoX, and more.

Text Embeddings Inference (TEI) is a toolkit for deploying and serving open source text embeddings and sequence classification models. TEI enables high-performance extraction for the most popular models, including FlagEmbedding, Ember, GTE and E5.

hf_text_generation is an Hugging Face Text Generation API client for Java 11 or later. It is generated from the OpenAPI spec using the excellent OpenAPI Generator. It can be used in Android or any Java and Kotlin Project.

Some of the largest companies run text classification in production for a wide range of practical applications. One of the most popular forms of text classification is sentiment analysis, which assigns a label like 🙂 positive, 🙁 negative, or 😐 neutral to a …

本文介绍了如何在Python中使用HuggingFace库（包括transformers和HfFolder）下载并加载预训练的GPT2模型进行文本生成，展示了如何安装必要的依赖和调用`pipeline`函数生成多条序列。 可以尝试断网之后运行，也一样的会出结果. 先安装以下： from huggingface_hub.hf_api import HfFolder. num_return_sequences=2) print(pipe("In this course, we will teach you how to")) 文章浏览阅读717次。

2023年9月28日 · The abbreviation HF is frequently used in text messaging and gaming platforms with the meaning “Have Fun.” It is commonly used at the end of a conversation to wish the recipient well in an activity or endeavor they are about to undertake.

2024年4月9日 · Huggingface Text Generation Inference（也称为 TGI）是一个用 Rust 和 Python 编写的框架，用于部署和提供大型语言模型。 它是一个可用于部署和提供 LLM 的生产工具包。 Huggingface 根据 HFOILv1.0 许可证开发和分发它，允许商业使用，前提是它作为所提供产品或服务中的辅助工具，而不是主要焦点。 它解决 的主要挑战是： 高性能文本生成。 TGI 使用张量并行（一种用于在多个 GPU 中拟合大型模型的技术）和动态批处理（在服务器内部动态批处理提 …

2024年3月9日 · 本文介绍了如何使用HuggingFace库中的CodeLlama模型进行文本生成，展示了如何创建一个Python函数来调用预训练的模型，生成具有一定指令的代码片段，以简化代码自动生成过程。 output=generator( . text, . max_length = 300, . do_sample=True, . temperature=0.9, . top_p=0.75, . return_full_text=False, ) return output[0]['generated_text'] 文章浏览阅读501次，点赞11次，收藏9次。

2024年12月23日 · HF is an acronym widely used in texting and online communication, which stands for “Have Fun.” It is a friendly and succinct way to convey the message to enjoy one’s time or activity.

Text classification using PyTorch Lightning, transformers, and datasets. First, I suggest setting up a blank Python 3.7 environment. Then, run the following to clone this repo and install the …