---
license: apache-2.0
base_model: llava-hf/llava-1.5-7b-hf
tags:
  - machine-unlearning
  - multimodal
  - llava
  - mllmu-bench
  - remem
---

# Ours — LLaVA-1.5-7B unlearning checkpoints

Unlearned checkpoints for MLLMU-Bench and ReMem (LLaVA-1.5-7B).

Only the vision encoder is unlearned: each `trainable_state.pt` holds
vision-tower weights only. Load the memorized (vanilla) model and overwrite its
vision-tower weights with them.

```
vanilla_remem_lora/                     # memorized LoRA adapter for ReMem
ours/mllmu_forget5/trainable_state.pt   # MLLMU-Bench,  5% forget
ours/mllmu_forget10/trainable_state.pt  # MLLMU-Bench, 10% forget
ours/remem_forget1/trainable_state.pt   # ReMem,  5% forget
ours/remem_forget2/trainable_state.pt   # ReMem, 10% forget
```

- MLLMU-Bench vanilla: [`yejinkim/mllmu-vanilla`](https://huggingface.co/yejinkim/mllmu-vanilla)
- ReMem vanilla: `vanilla_remem_lora/` in this repo, merged into
  [`llava-hf/llava-1.5-7b-hf`](https://huggingface.co/llava-hf/llava-1.5-7b-hf)