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This is similar to the Llama implementation in #4, but extended to multimodal HF models.
Idefics2 by HuggingFace supports multiple-image inputs. Its API output format is quite similar to ChatGPT's output format. I initially tried it with 50 frames, which is what GPT4-V was using, but that gave OOM, so I lowered the num_frames to 10.
Other multimodal models on HF should be quite similar to implement, though I think for things like Llava, multi-image input may not be supported off the shelf.