- Tell Your Model Where to Attend Post-hoc Attention Steering for LLMs (08 Nov 2023)
This is my reading note for Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs. This paper proposes to improve LLM instruction follow performance by changes the attention weight to emphasize contents highlighted by user. The attention head to model is found by profiling the model on a small scale set of data.
- Visual Instruction Tuning (02 Aug 2023)
This is my reading note for Visual Instruction Tuning. The paper exposes a method to train a multi-modality model - that woks like chat GPT. This is achieved by building an instruction following dataset that’s paired with images. The model is then trained on this dataset.