Grok-1 Inference Accelerated by 3.8 Times with PyTorch+HuggingFace

Grok-1 Inference Accelerated by 3.8 Times with PyTorch+HuggingFace

Mingmin from QbitAI | WeChat Official Account Elon Musk delivers on his promise by open-sourcing Grok-1, and the open-source community is ecstatic. However, there are still some challenges for modifications or commercial use based on Grok-1: Grok-1 is built with Rust+JAX, which poses a high entry barrier for users accustomed to the mainstream software ecosystem … Read more

High-Speed Download of HuggingFace Models in China

High-Speed Download of HuggingFace Models in China

Author: Apathy Link: https://zhuanlan.zhihu.com/p/669120427 Note: This article has been tested and is effective, highly recommended. Users in China can use the official HuggingFace download tool huggingface-cli and hf_transfer to download models and datasets from the HuggingFace mirror site at high speed. HuggingFace-Download-Acceleratorgithub.com/LetheSec/HuggingFace-Download-Accelerator Quick Start 1. Clone the project to your local machine: git clone https://github.com/LetheSec/HuggingFace-Download-Accelerator.git … Read more

Unlocking the Magic of Natural Language Processing with HuggingFace Transformers

Unlocking the Magic of Natural Language Processing with HuggingFace Transformers

Embark on a Journey of Natural Language Magic with Python and HuggingFace Transformers, Unlocking Infinite Text Possibilities Hey there, Python newbies and enthusiasts! Today, we are going to explore a super powerful Python library in the field of natural language processing — HuggingFace Transformers. It’s like a treasure chest full of magical tools that helps … Read more

HuggingFace Teaches You How to Create SOTA Vision Models

HuggingFace Teaches You How to Create SOTA Vision Models

↑ ClickBlue Text Follow the Jishi Platform Source丨Quantum Bit Jishi Guide Choosing the right architecture is crucial for developing visual large models.>> Join the Jishi CV technology exchange group to stay at the forefront of computer vision With OpenAI’s GPT-4o leading the way and Google’s series of powerful models following, advanced multimodal large models are … Read more

Running HuggingFace DeepSeek V2 on Single Node A800

Running HuggingFace DeepSeek V2 on Single Node A800

0x0. Background Trying to run the DeepSeek V2 released on HuggingFace, I encountered several issues. Here are the solutions. The open-source DeepSeek V2 repo link provided by HuggingFace is: https://huggingface.co/deepseek-ai/DeepSeek-V2 0x1. Error 1: KeyError: ‘sdpa’ This issue has also been reported by the community. https://huggingface.co/deepseek-ai/DeepSeek-V2/discussions/3 Insert image description here The solution is quite simple; just … Read more

Huggingface Visualizes GGUF Models

Huggingface Visualizes GGUF Models

Huggingface has added a visualization feature for GGUF files, allowing users to directly view the model’s metadata and tensor information from the model page. All these features are performed on the client side. GGUF (GPT-Generated Unified Format) is a binary large model file format that allows for fast loading and saving of GGML models. It … Read more

Hugging Face’s Experiments on Effective Tricks for Multimodal Large Models

Hugging Face's Experiments on Effective Tricks for Multimodal Large Models

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering domestic and foreign NLP master’s and doctoral students, university teachers, and corporate researchers. The community’s vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and … Read more

HuggingFace Teaches You How to Build SOTA Visual Models

HuggingFace Teaches You How to Build SOTA Visual Models

Kleisi from Aofeisi Quantum Bit | WeChat Official Account QbitAI With OpenAI’s GPT-4o and Google’s series of powerful models, advanced multimodal large models have been making waves. Other practitioners, while shocked, have once again begun to ponder how to catch up with these super models. At this time, a paper by HuggingFace and Sorbonne University … Read more

HuggingGPT: Automatically Calling Models Based on User Needs

HuggingGPT: Automatically Calling Models Based on User Needs

HuggingGPT, developed by Zhejiang University and Microsoft Research Asia, also known as JARVIS, can automatically analyze the required AI models based on the user’s natural language description and directly call the corresponding models on Huggingface to provide a solution for the user. 1. Workflow of HuggingGPT The workflow consists of four stages: Task Planning:ChatGPT parses … Read more

HuggingGPT: A ChatGPT Controller for All AI Models

HuggingGPT: A ChatGPT Controller for All AI Models

The Ultimate Combination: HuggingFace + ChatGPT — HuggingGPT is here! Source | Quantum Bit Just give it an AI task, such as “What animals are in the picture below, and how many of each are there?” It can automatically analyze which AI models are needed, and then directly call the corresponding models from HuggingFace to … Read more