NEWSLETTER
Future Token Prediction FTP Model: A New Transformer AI Training Method That Predicts Multiple Future Tokens
The current design of causal language models, such as GPTs, are inherently fraught with the challenge of semantic coherence over ...
Tag: Transformer
Tokenformer: The Next Generation of Transformer Architecture Leveraging Tokenized Parameters for Seamless and Cost-Effective Scaling in AI Applications
Transformers have transformed artificial intelligence, delivering unmatched performance in NLP, computer vision, and multimodal data integration. These models excel at ...
Nvidia AI introduces the Normalized Transformer (nGPT): a hypersphere-based transformer that achieves 4-20x faster training and improved stability for LLMs
The rise of Transformer-based models has significantly advanced the field of natural language processing. However, training these models is often ...
F5-TTS: A Fully Non-Autoregressive Text-to-Speech System Based on Diffusion Transformer (DiT) Flux Matching
Current challenges in text-to-speech (TTS) systems revolve around the inherent limitations of autoregressive models and their complexity in accurately aligning ...
STGformer: A Spatiotemporal Graph Transformer Achieving Unmatched Computational Efficiency and Performance in Large-Scale Traffic Forecasting Applications
Traffic forecasting is a fundamental aspect of smart city management, essential for improving transportation planning and resource allocation. With the ...
Minish Lab releases Model2Vec: an AI tool to extract small, super-fast models from any sentence transformer
Minish Lab was recently introduced Model2Veca revolutionary tool designed to distill smaller and faster models from any Sentence Transformer. With ...
Transformer? Diffusion? Transfusion!
A gentle introduction to the latest model of multimodal transfusionRecently, Meta and Waymo published their latest paper:Transfusion: Predicting the next ...
Show-o: A unified AI model that unifies multimodal understanding and generation using a single transformer
This paper presents Show-o, a unified transformer model that integrates multimodal understanding and generation capabilities within a single architecture. As ...
How to Build and Train a Transformer Model from Scratch with Hugging Face Transformers
Editor's Image | Midjourney The Hugging Face Transformers library provides tools to easily load and use pre-trained language models (LMs) ...
Transformer Explainer: An innovative web-based tool for interactive learning and visualization of complex AI models for non-experts
Transformers are a revolutionary innovation in ai, particularly in natural language processing and machine learning. Despite their widespread use, the ...
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