Ovis1.6 Gemma2 9B It is recommended to use the latest version: Ovis2.5. Introduction GitHub Demo Paper We are excited to announce the open sourcing of Ovis 1.6 , our latest multi modal large language model. Ovis is a novel Multimodal Large Language Model (MLLM) architecture, designed to structurally align visual and textual embeddings. Model Built upon Ovis1.5, Ovis1.6 further enhances high resolution image processing, is trained on a larger, more diverse, and higher quality dataset, and refines the training process with DPO training following instruction tuning. Ovis MLLMs ViT LLM Model Weights Demo : : : : : : : : : Ovis1.6 Gemma2 27B Siglip 400M Gemma2 27B It Huggingface Ovis1.6 Gemma2 9B Siglip 400M Gemma2 9B It Huggingface Space Ovis1.6 Llama3.2 3B Siglip 400M Llama 3.2 3B Instruct Huggingface Space Performance With just 10B parameters, Ovis1.6 Gemma2 9B leads the OpenCompass benchmark among open source MLLMs within 30B parameters. Usage Below is a code snippet to run Ovis with multimodal inputs. For additional usage instructions, including inference wrapper and Gradio UI, please refer to Ovis GitHub. Batch inference Citation If you find Ovis useful, please cite the paper Lice…
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