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This model is a LoRA (Low-Rank Adaptation) fine-tuned version of [lmms-lab/llava-onevision-qwen2-0.5b-ov](https://huggingface.co/lmms-lab/llava-onevision-qwen2-0.5b-ov) specialized for photography scene analysis and description generation. The model was presented in the paper [Peer-Ranked Precision: Creating a Foundational Dataset for Fine-Tuning Vision Models from DataSeeds' Annotated Imagery](https://huggingface.co/papers/2506.05673). The model was fine-tuned on the [DataSeeds.AI Sample Dataset (DSD)](https://huggingface.co/datasets/Dataseeds/DataSeeds.AI-Sample-Dataset-DSD) to enhance its capabilities in generating detailed, accurate descriptions of photographic content.
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## Model Description
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- **Base Model**: [LLaVA-OneVision-Qwen2-0.5b](https://huggingface.co/lmms-lab/llava-onevision-qwen2-0.5b-ov)
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This model is a LoRA (Low-Rank Adaptation) fine-tuned version of [lmms-lab/llava-onevision-qwen2-0.5b-ov](https://huggingface.co/lmms-lab/llava-onevision-qwen2-0.5b-ov) specialized for photography scene analysis and description generation. The model was presented in the paper [Peer-Ranked Precision: Creating a Foundational Dataset for Fine-Tuning Vision Models from DataSeeds' Annotated Imagery](https://huggingface.co/papers/2506.05673). The model was fine-tuned on the [DataSeeds.AI Sample Dataset (DSD)](https://huggingface.co/datasets/Dataseeds/DataSeeds.AI-Sample-Dataset-DSD) to enhance its capabilities in generating detailed, accurate descriptions of photographic content.
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Code for usage: https://github.com/DataSeeds-ai/DSD-finetune-blip-llava
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## Model Description
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- **Base Model**: [LLaVA-OneVision-Qwen2-0.5b](https://huggingface.co/lmms-lab/llava-onevision-qwen2-0.5b-ov)
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