๐ Digital Odyssey: AI Image & Video Generation Platform ๐จ Welcome to our all-in-one AI platform for image and video generation! ๐ โจ Key Features
๐จ High-quality image generation from text ๐ฅ Video creation from still images ๐ Multi-language support with automatic translation ๐ ๏ธ Advanced customization options
๐ซ Unique Advantages
โก Fast and accurate results using FLUX.1-dev and Hyper-SD models ๐ Robust content safety filtering system ๐ฏ Intuitive user interface ๐ ๏ธ Extended toolkit including image upscaling and logo generation
๐ฎ How to Use
Enter your image or video description Adjust settings as needed Click generate Save and share your results automatically
Introducing ๐๐ ๐ข๐ง๐๐๐๐ญ๐ก: the best public math pre-training dataset with 50B+ tokens! HuggingFaceTB/finemath
Math remains challenging for LLMs and by training on FineMath we see considerable gains over other math datasets, especially on GSM8K and MATH.
We build the dataset by: ๐ ๏ธ carefully extracting math data from Common Crawl; ๐ iteratively filtering and recalling high quality math pages using a classifier trained on synthetic annotations to identify math reasoning and deduction.
We conducted a series of ablations comparing the performance of Llama-3.2-3B-Base after continued pre-training on FineMath and observe notable gains compared to the baseline model and other public math datasets.
We hope this helps advance the performance of LLMs on math and reasoning! ๐ Weโre also releasing all the ablation models as well as the evaluation code.