Showing stories from 2024-06. View all
What has been your experience using LLMs for coding.
In what capacity have you been using LLMs when coding.
For me it has been great tool i have been using chatgpt 4 and it has immensely helped me understanding new concepts , building scripts. and prototyping stuff
Matrix multiplication (MatMul) typically dominates the overall computational cost of large language models (LLMs). This cost only grows as LLMs scale to larger embedding dimensions and context lengths. In this work, we show that MatMul operations can be completely eliminated from LLMs while maintain...
Project Naptime: Evaluating Offensive Security Capabilities of Large Language Models
(googleprojectzero.blogspot.com)
Logical reasoning is needed in a wide range of NLP tasks. Can a BERT model be trained end-to-end to solve logical reasoning problems presented in natural language? We attempt to answer this question in a confined problem space where there exists a set of parameters that perfectly simulates logical r...
We present Chameleon, a family of early-fusion token-based mixed-modal models capable of understanding and generating images and text in any arbitrary sequence. We outline a stable training approach from inception, an alignment recipe, and an architectural parameterization tailored for the early-fus...