You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs

1. 1Identify the target domain for adaptation
2. 2Prepare the LLM with a small set of extra tokens
3. 3Apply SyTTA to adapt the model to the new domain
4. 4Evaluate the performance of the adapted model

ML researchers and engineers working on LLMs can benefit from SyTTA as it allows for efficient adaptation to new domains without requiring labeled data, making it useful for teams with limited expertise or resources

💡 SyTTA enables efficient and label-free test-time adaptation for LLMs

💡 Adapt LLMs to new domains with just 4 extra tokens using SyTTA!