February 2024 – Page 2 – Andrew Fairless, Ph.D.

What I Read: Multi-Modal Retrieval-Augmented Generation

By Andrew Fairless on February 7, 2024December 19, 2023

https://blog.llamaindex.ai/evaluating-multi-modal-retrieval-augmented-generation-db3ca824d428?gi=45acebfc0a3a Evaluating Multi-Modal Retrieval-Augmented GenerationLlamaIndexNov 16 “A natural starting point is to consider how evaluation was done in traditional, text-only RAG and then ask ourselves how this ought to beContinue readingWhat I Read: Multi-Modal Retrieval-Augmented Generation

What I Read: Adversarial Attacks on LLMs

By Andrew Fairless on February 6, 2024December 19, 2023

https://lilianweng.github.io/posts/2023-10-25-adv-attack-llm/ Adversarial Attacks on LLMsLilian WengOctober 25, 2023 “Adversarial attacks are inputs that trigger the model to output something undesired.”

What I Read: Finetuning LLMs Using LoRA

By Andrew Fairless on February 5, 2024December 18, 2023

https://magazine.sebastianraschka.com/p/practical-tips-for-finetuning-llms Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation)Sebastian Raschka, PhDNov 19, 2023 “Low-rank adaptation (LoRA) is among the most widely used and effective techniques for efficiently training customContinue readingWhat I Read: Finetuning LLMs Using LoRA

Month: February 2024