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LLaVA-Next-Video LoRA — Traffic Video QA
Base: llava-hf/LLaVA-NeXT-Video-7B-hf Domain: InterAct urban-traffic video QA Weights: LoRA adapter only (use PEFT).
Usage: from transformers import LlavaNextVideoForConditionalGeneration, LlavaNextVideoProcessor from peft import PeftModel base_id = "llava-hf/LLaVA-NeXT-Video-7B-hf" adapter_id = "UDVideoQA/llava-next-video-traffic-qa-lora" processor = LlavaNextVideoProcessor.from_pretrained(base_id) base = LlavaNextVideoForConditionalGeneration.from_pretrained(base_id, device_map="auto", torch_dtype="auto") model = PeftModel.from_pretrained(base, adapter_id)
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