The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only
Large language models are commonly trained on a mixture of filtered web data and curated high-quality corpora, such as social media conversations, books, or technical papers. This curation process is believed to be necessary to produce performant models with broad zero-shot generalization abilities. However, as larger models requiring pretraining on trillions of tokens are considered, it is unclea
Dataset list - A list of datasets and annotation tools
A multitask benchmarking framework comprising complementary data modalities at a city-scale size, registered across different representations, and enriched with human and machine generated annotations. 27,745 high-resolution 360° images with human-curated annotations, 3D point clouds from: aerial and street-level LIDAR, Structure-from-Motion and Multiview-Stereo reconstructions, geo-anchored based
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