Shypd.aiThe largest open index of AI toolsVisualGLM-6B is an open-source, multimodal conversational language model that supports both Chinese and English. It enables dialogue and language understanding tasks, bridging visual and language models.
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VisualGLM-6B is an open-source, multimodal conversational language model designed to support interactions in both Chinese and English, integrating image understanding capabilities. Built upon the ChatGLM-6B language model with 6.2 billion parameters, it incorporates a BLIP2-Qformer to connect visual and language models, resulting in a total of 7.8 billion parameters. The model is pre-trained on 30 million high-quality Chinese image-text pairs from the CogView dataset and 300 million filtered English image-text pairs. It supports fine-tuning with methods like LoRA, QLoRA, and P-tuning, and can be deployed locally on consumer-grade GPUs with as little as 6.3GB VRAM using INT4 quantization. VisualGLM-6B is developed using the SwissArmyTransformer (sat) library and offers Hugging Face compatible interfaces.
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