Shypd.aiThe largest open index of AI toolsBELLE is an open-source Chinese dialogue large language model engine that aims to promote the development of the Chinese dialogue AI community. It provides instruction training data, models, and training code to lower the barrier for research and application.
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BELLE, which stands for "Be Everyone's Large Language model Engine," is an open-source initiative by LianjiaTech focused on advancing Chinese dialogue large language models. Unlike projects primarily concerned with pre-training, BELLE emphasizes enabling individuals to create their own high-performing, instruction-following language models based on existing open-source pre-trained models. The project continuously releases instruction training data, relevant models, training code, and application scenarios. It also evaluates the impact of different training data and algorithms on model performance, with a specific optimization for Chinese language using ChatGPT-generated data. Recent updates include enhanced Chinese speech recognition models, multimodal large language models, and research reports on fine-tuning strategies and RLHF training.
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