FineVideo is a dataset with 43,000 videos that span 3,400 hours and are annotated with rich descriptions, narrative details, scene splits, and QA pairs. The dataset is designed to help train models to understand video content, generate videos from text descriptions, and train computer vision models using its structured data as input.
AIHuggingFace | Rating: 81 | 2024-09-23 01:50:50 PM |
Hugging Face introduced the Daily Papers page to help developers and researchers stay updated on the latest AI advancements. Over the past year, more than 3,700 papers have been featured, and the page has grown to over 12k subscribers. The page is curated by AK and researchers from the community, and it offers various features to help users make the most of the platform.
AIHuggingFace | Rating: 62 | 2024-09-23 09:10:46 AM |
Optimum-Intel and OpenVINO GenAI can be used to optimize and deploy Hugging Face Transformers models at the edge or client-side. This process involves setting up the environment, exporting models to OpenVINO IR, model optimization, and deploying with the OpenVINO GenAI API. This approach ensures efficient AI inference with minimal dependencies, making it suitable for environments dominated by C++.
AIHuggingFace | Rating: 56 | 2024-09-20 04:40:50 PM |
Fine-tuning Large Language Models (LLMs) to 1.58-bit extreme quantization has become a critical challenge to reduce computational and energy costs. One popular solution is quantization, where the precision of parameters is reduced from 16-bit or 32-bit to lower-bit formats. BitNet is a transformers architecture that represents each parameter with only three bits, making it easy to fine-tune LLMs to 1.58-bit extreme quantization.
AIHuggingFace | Rating: 62 | 2024-09-18 11:10:40 AM |
Hugging Face has introduced the SQL Console on Datasets, allowing users to query, filter, and discover datasets directly in the Hugging Face Hub. The SQL Console is available on every public dataset, with a new badge that can be clicked to open the console. This feature is designed to help users navigate the increasing number of datasets uploaded to the Hub each month.
AIHuggingFace | Rating: 62 | 2024-09-17 04:10:38 PM |
HuggingFace has released a new feature called Community Tools on HuggingChat, allowing users to turn any public Space into a tool that can be used by models directly from HuggingChat. This feature expands the modalities available in HuggingChat, enabling the use of community tools to understand images, generate videos, or answer with a text-to-speech model. The possibilities are endless, and anyone can create tools using Spaces on HuggingFace.
AIHuggingFace | Rating: 60 | 2024-09-16 10:50:22 AM |
Accelerate 1.0.0, a framework for making training on multi-GPU and TPU systems easier, has been published after 3.5 years of updates on GitHub. It has expanded into a multi-faceted library aimed at tackling common problems with large-scale training and large models. The library features a flexible low-level training API, a command-line interface, and support for six different hardware accelerators.
AIHuggingFace | Rating: 62 | 2024-09-13 03:10:48 PM |
Hugging Face has partnered with Truffle Security to integrate TruffleHog's secret scanning features into their platform. TruffleHog is an open-source tool that detects and verifies secret leaks in code, scanning files and repositories for sensitive information like credentials, tokens, and encryption keys. This integration aims to help developers catch and remove sensitive information before it becomes a problem, protecting data and preventing serious consequences.
AIHuggingFace | Rating: 62 | 2024-09-04 04:47:58 PM |
LeRobot aims to address the gap in robotics datasets by providing a lightweight, fast-to-load, and easy-to-share and visualize online dataset format. The organization is working to scale up robotics datasets with video encoding, which is essential for achieving the same level of performance improvements seen in text and image-based models.
AIHuggingFace | Rating: 62 | 2024-08-27 05:47:59 PM |