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marianna13/llava-phi-2-3b-siglip

sourceHugging Facemitupdated 3y agoView on Hugging Face
3likes23downloads
Model Card

Model Card for LLaVa-Phi-2-3B

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Model Details

Model Description

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  • —Developed by: LAION, SkunkworksAI & Ontocord
  • —Model type: LLaVA is an open-source chatbot trained by fine-tuning Phi-2 on GPT-generated multimodal instruction-following data. It is an auto-regressive language model, based on the transformer architecture
  • —Finetuned from model: Phi-2
  • —License: MIT

Model Sources

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Evaluation

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Benchmarks

ModelParametersSQAGQATextVQAPOPE
LLaVA-1.57.3B68.062.058.385.3
MC-LLaVA-3B3B-49.638.59-
LLaVA-Phi3B68.4-48.685.0
moondream11.6B-56.339.8-
llava-phi-2-3b2.7B69.051.247.086.0
llava-phi-2-3b-siglip2.7B70.15%52.56%47.99%87.00%