llava requirements

[icrto]

Could you please provide the requirements.txt for llava?

Thanks!

[ys-zong]

You can install Llava from their original repo: https://github.com/haotian-liu/LLaVA Does that work for you?

[icrto]

Yes, that works for me. However, I have not been able to reproduce the results in the paper, and as you mentioned here you were using another version of llava, I thought it might have to do with that, hence my request for the specific package versions you used.

As an example, on Fast Open-Ended MiniImageNet with LLaVA-Next-7B with 2 shots and a detailed description you report (in table 47) an accuracy of 33.67 ± 2.25 while I obtain 14.0.
On Operator Induction with:

• 0 shots you report 10.56 ± 1.57 while I obtain 16.67
• 4 shots you report 3.33 ± 2.72 while I obtain 11.67

(This is after I remove the truncation as mentioned in the link.)

[ys-zong]

Sorry for the late reply. I just re-run Llava from their latest code and I can reproduce the reported accuracies with marginal difference. I don't have a very clear idea of why there is a huge differences. I'll aim to refactor Llava-next to the Huggingface implementation soon for a more stable reproduction.