Huggingface Hub Pip. 2025 年起，官方推荐统一使用新的 hf 命令行工具

2025 年起，官方推荐统一使用新的 hf 命令行工具。 hf 工具的命令按“资源”（hf auth, hf cache, hf repo 等）分组。 HuggingFace还将 hf upload 和 hf download 放在根级别，因为它们预计是使用最频繁的命令 安装方式 hf 工具与旧 CLI 共用同一套依赖： pip install -U "huggingface_hub[cli]" Jan 9, 2026 · This page provides a detailed guide for setting up the development environment for the DecAlign project using the `setup. ImportError: huggingface-hub>=0. However, ensure your max_jobs is substantially larger than nvcc_threads to get the most benefits. Learn more in the Hugging Face integration docs. Jan 21, 2025 · ImportError: cannot import name 'cached_download' from 'huggingface_hub' Asked 11 months ago Modified 10 months ago Viewed 25k times Jun 7, 2023 · 10 in the Tokenizer documentation from huggingface, the call fuction accepts List [List [str]] and says: text (str, List [str], List [List [str]], optional) — The sequence or batch of sequences to be encoded. The Hugging Face Hub is the go-to place for sharing machine learning models, demos, datasets, and metrics. 19. . Contribute to huggingface/local-gemma development by creating an account on GitHub. The official Python client for the Hugging Face Hub. Cache a model in a different directory by changing the path in the following shell environment variables (listed by priority). 5 days ago · The huggingface_hub library allows you to interact with the Hugging Face Hub, a platform democratizing open-source Machine Learning for creators and collaborators. 1. Jan 21, 2025 · huggingface_hub==0. For example, to download the HuggingFaceH4/zephyr-7b-beta model from the command line, run The Hugging Face Hub is the go-to place for sharing machine learning models, demos, datasets, and metrics. Mar 31, 2022 · huggingface. I am using a Linux x86_64 arch machine. Sep 22, 2020 · Load a pre-trained model from disk with Huggingface Transformers Asked 5 years, 3 months ago Modified 2 years, 8 months ago Viewed 291k times Jun 24, 2023 · Given a transformer model on huggingface, how do I find the maximum input sequence length? For example, here I want to truncate to the max_length of the model: tokenizer (examples ["text"], Apr 5, 2024 · I downloaded a dataset hosted on HuggingFace via the HuggingFace CLI as follows: pip install huggingface_hub [hf_transfer] huggingface-cli download huuuyeah/MeetingBank_Audio --repo-type dataset --l Aug 8, 2020 · The default cache directory lacks disk capacity, I need to change the configuration of the default cache directory. 3 to avoid rate limits. Recommend using --build-argmax_jobs= & --build-argnvcc_threads= flags to speed up build process. 9. 6k次，点赞33次，收藏56次。点击某个数据集可以看到详细介绍 ，数据集多以英语为主。_hugging face 上的资源怎么用 The huggingface_hub Python package comes with a built-in CLI called hf. Jun 24, 2023 · Given a transformer model on huggingface, how do I find the maximum input sequence length? For example, here I want to truncate to the max_length of the model: tokenizer (examples ["text"], Sep 22, 2020 · Load a pre-trained model from disk with Huggingface Transformers Asked 5 years, 3 months ago Modified 2 years, 8 months ago Viewed 291k times Apr 5, 2024 · I downloaded a dataset hosted on HuggingFace via the HuggingFace CLI as follows: pip install huggingface_hub [hf_transfer] huggingface-cli download huuuyeah/MeetingBank_Audio --repo-type dataset --l Aug 8, 2020 · The default cache directory lacks disk capacity, I need to change the configuration of the default cache directory. Here is the list of optional dependencies in huggingface_hub: cli: provide a more convenient CLI interface for huggingface_hub. 0 is required for a normal functioning of this module, but found huggingface-hub==0. The huggingface_hub library allows you to interact with the Hugging Face Hub, a platform democratizing open-source Machine Learning for creators and collaborators. Jan 11, 2026 · pip install bournemouth-forced-aligner[docs] pip install bournemouth-forced-aligner[audio] pip install bournemouth-forced-aligner[all] torch torchaudio huggingface_hub numpy click phonemizer librosa pytest pytest-cov black flake8 mypy pre-commit pytest pytest-cov pytest-xdist sphinx sphinx-rtd-theme myst-parser Repo designed to help learn the Hugging Face ecosystem (transformers, datasets, accelerate + more). Each sequence can be a string or a list of strings (pretokenized string). info/ 🌐 Hugging Face Hosting: https://huggingface. 4. sh` script and managing project dependencies. torch import load_file from huggingface_hub import hf_hub_download from transformers import set_seed import torch import time SEED = 42 device = "cpu" model_dtype = torch. fastai, torch: dependencies to run framework-specific features. The huggingface_hub library allows you to interact with the Hugging Face Hub, a machine learning platform for creators and collaborators. - huggingface/huggingface_hub Here is the list of optional dependencies in huggingface_hub: cli: provide a more convenient CLI interface for huggingface_hub. 14 and CUDA Version is 12. For large datasets, ensure huggingface_hub>=1. Thanks In Advance. Some example use cases: Downloading and caching files from a Hub repository. 5 across many benchmarks. The Result By leveraging Hugging Face’s open-source infrastructure, we move from renting intelligence to The official Python client for the Hugging Face Hub. For example, you can log in to your account, create a repository, upload and download files, etc. - mrdbourke/learn-huggingface Gemma 2 optimized for your local machine. While Git LFS remains supported (see Backwards Compatibility & Legacy), the Hub has adopted Xet, a modern custom storage system built specifically for AI/ML development. I will share my environment details along with this. Includes testing (to run tests), typing (to run type checker) and quality (to run linters). dev: dependencies to contribute to the lib. It enables chunk-level deduplication, smaller uploads, and faster downloads than Git LFS. With huggingface_hub, you can easily download and upload models, extract useful information from the Hub, and do much more. co/spaces/wenhanacademia/ai-paper-finder - wenhangao21/ICLR26 Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends - huggingface/lighteval Note This is a Hugging Face dataset. 1 diffusers==0. - huggingface/huggingface_hub The huggingface_hub library allows you to interact with the Hugging Face Hub, a machine learning platform for creators and collaborators. Aug 5, 2025 · gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI - gpt-oss/gpt-oss-120b 一、错误出现的真实背景 huggingface-cli 并不是一个独立的系统命令，它本质上是由 Python 包 huggingface-hub 在安装过程中生成的可执行入口文件。 因此，当系统无法识别该命令时，通常意味着以下情况之一： Feb 26, 2025 · 文章浏览阅读4. 6k次，点赞9次，收藏14次。Hugging Face 是一个流行的开源平台，提供大量的预训练模型（如BERT、GPT、T5等）和工具库（如Transformers、Datasets）。以下是下载和使用 Hugging Face 模型的详细步骤：首先安装 库，它提供了加载和使用模型的接口： 如果处理数据集，建议同时安装 库： 根据模型 文章浏览阅读587次，点赞6次，收藏13次。本文介绍了如何使用HF-Mirror镜像站点下载HuggingFace模型。主要内容包括：1）安装huggingface-cli命令行工具；2）设置环境变量指向镜像站点；3）使用下载命令及参数说明，如排除不需要的文件类型。文章还提到下载速度会随时间下降，并讨论了与ModelScope的兼容性 5 days ago · from diffusers import AnimateDiffPipeline, MotionAdapter, EulerDiscreteScheduler from safetensors. 2 days ago · Photographers photo site - Amazing Images From Around the World It gives us a private API that behaves exactly like OpenAI’s, but we own the pipe. You can use these functions independently or integrate them into your own library, making it more convenient for your users to interact with the Hub. co now has a bad SSL certificate, your lib internally tries to verify it and fails. This covers the initial installat Jun 17, 2025 · In the previous article, we explored the theoretical foundation of diffusion models. 1 ### Pip package List Aug 22, 2025 · The huggingface_hub library is a Python package that provides a seamless interface to the Hugging Face Hub, enabling developers to share, download, and manage machine learning models, datasets, and other artifacts in a centralized way. co hub Used in Packages Dependency Availability Arch Linux On Windows, the default directory is C:\Users\username\. 28. Repo designed to help learn the Hugging Face ecosystem (transformers, datasets, accelerate + more). How can I do that? May 8, 2023 · How to add new tokens to an existing Huggingface tokenizer? Asked 2 years, 8 months ago Modified 1 year, 4 months ago Viewed 14k times Sep 1, 2023 · huggingface-cli download --repo-type dataset merve/vqav2-small --local-dir vqav2-small So, you can obviously observe the pattern how it is loaded from local. Mar 3, 2024 · 文章浏览阅读9. You can also create and share your own models and datasets with the community. cache\huggingface\hub. The data under data is all parquet files. Please help me to fix this. 17. python -m pip install huggingface_hub hf auth login Managing a repo on the Model Hub 2 days ago · SDWebImage 加载网络图片失败，重新运行，就能加载成功。，在使用sd-webui-inpaint-anything扩展时，很多用户都会遇到脚本加载失败的问题，特别是从huggingface_hub导入cached_download函数时出现的ImportError错误。本文将提供一套完整的解决方案，帮助您彻底告别扩展加载错误，让图像修复功能恢复正常使用 huggingface_hub 的某些依赖项是 可选的，因为它们不是运行 huggingface_hub 核心功能所必需的。 但是，如果未安装可选依赖项， huggingface_hub 的某些功能可能不可用。 您可以通过 pip 安装可选依赖项 # Install dependencies for tensorflow-specific features # /!\ We’re on a journey to advance and democratize artificial intelligence through open source and open science. 完成后, 检查安装 是否正常工作 安装可选依赖项 huggingface_hub 的某些依赖项是 可选 的，因为它们不是运行 huggingface_hub 的核心功能所必需的. 4 days ago · The Hub works as a central place where anyone can share, explore, discover, and experiment with open-source Machine Learning. Warning: this is not equivalent to `pip install tensorflow` pip install 'huggingface_hub [tensorflow]'# Install dependencies for both torch-specific and CLI-specific features. The huggingface_hub library provides functions to download files from the repositories stored on the Hub. 5 days ago · Mixtral 8x7b is an exciting large language model released by Mistral today, which sets a brand new state-of-the-art for open-access models and outperforms GPT-3. Jan 21, 2025 · ImportError: cannot import name 'cached_download' from 'huggingface_hub' Asked 11 months ago Modified 10 months ago Viewed 25k times Jun 7, 2023 · 10 in the Tokenizer documentation from huggingface, the call fuction accepts List [List [str]] and says: text (str, List [str], List [List [str]], optional) — The sequence or batch of sequences to be encoded. By adding the env variable, you basically disabled the SSL verification. 3 days ago · By default, Hugging Face uses paths stored in environment variables HUGGINGFACE_HUB_CACHE, and HF_DATASETS_CACHE as the location to cache downloaded models and datasets, respectively. Discover pre-trained models and datasets for your projects or play with the hundreds of machine learning apps hosted on the Hub. This tool allows you to interact with the Hugging Face Hub directly from a terminal. 但是，如果没有安装可选依赖项， huggingface_hub 的某些功能可能会无法使用 您可以通过 pip 安装可选依赖项,请运行以下代码： Jul 5, 2024 · My python version is 3. py", line 11, in <module> from You can use the huggingface_hub library to create, delete, update and retrieve information from repos. The huggingface_hub Python package comes with a built-in CLI called hf. pip install 'huggingface_hub [cli,torch]' Historically, Hub repositories have relied on Git LFS for this mechanism. huggingface_hub library helps you interact with the Hub without leaving your development environment. Dec 19, 2025 · python3-huggingface-hub-pip Client library to download and publish models, datasets and other repos on the huggingface. - mrdbourke/learn-huggingface LangChain is an open source framework with a pre-built agent architecture and integrations for any model or tool — so you can build agents that adapt as fast as the ecosystem evolves LangChain is an open source framework with a pre-built agent architecture and integrations for any model or tool — so you can build agents that adapt as fast as the ecosystem evolves Oct 21, 2025 · 🌐 Permanent Hosting Site: http://ai-paper-finder. It also comes with handy features to configure your machine or manage your cache. We’re excited to support the launch with a comprehensive integration of Mixtral within the Hugging Face ecosystem ! Among the many features and integrations being released today, we now have: Table of We’re on a journey to advance and democratize artificial intelligence through open source and open science. Keep an eye on memory usage with parallel jobs as it can be substantial (see example below). float16 WARM_UP = 4 RUN = 4 set_seed (SEED) Multiple modules must be compiled, so this process can take a while. 3,<1. May 19, 2021 · How about using hf_hub_download from huggingface_hub library? hf_hub_download returns the local path where the model was downloaded so you could hook this one liner with another shell command. 27. 0 I am getting this error: Traceback (most recent call last): File "/data/om/Lotus/infer.

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