About ERNIE Titan LLM
ERNIE 3.0 Titan is a groundbreaking development in the field of pre-trained language models. It is a hundred-billion-parameter model, trained on the PaddlePaddle platform, that builds on the success of ERNIE 3.0, a unified framework for pre-training large-scale knowledge-enhanced models. ERNIE 3.0 Titan is the largest Chinese dense pre-trained model to date and has shown superior performance over other state-of-the-art models across 68 Natural Language Processing (NLP) datasets.
Here are four key features of ERNIE 3.0 Titan
- Large-scale Model: ERNIE 3.0 Titan is a massive model with up to 260 billion parameters, making it the largest Chinese dense pre-trained model so far.
- Advanced Training Techniques: The model employs a self-supervised adversarial loss and a controllable language modeling loss, enabling it to generate credible and controllable texts.
- Online Distillation Framework: To reduce computation overhead and carbon emissions, ERNIE 3.0 Titan uses an online distillation framework where the teacher model trains students and itself simultaneously.
- Superior Performance: Empirical results show that ERNIE 3.0 Titan outperforms other state-of-the-art models on 68 NLP datasets, demonstrating its exceptional capabilities in language understanding and generation.