Month: August 2024
A Case Study with the StrongREJECT Benchmark – The Berkeley Artificial Intelligence Research Blog
When we began studying jailbreak evaluations, we found a fascinating paper claiming that you could jailbreak frontier LLMs simply by translating forbidden prompts into ...
FermiNet: Quantum physics and chemistry from first principles
Science Published 22 August 2024 Authors David Pfau and James Spencer Note: This blog was first published on 19 October 2020. Following the publication ...
A deep dive with Google AI Edge’s MediaPipe
Large language models (LLMs) are incredible tools that enable new ways for humans to interact with computers and devices. These models are frequently run ...
Restoring speaker voices with zero-shot cross-lingual voice transfer for TTS
Vocal characteristics contribute significantly to the construction and perception of individual identity. The loss of one’s voice, caused by physical or neurological conditions, can ...
Enhancing retrieval augmented generation through drafting
Speculative RAG consists of two components: (1) a specialist RAG drafter, and (2) a generalist RAG verifier. First, the base model’s knowledge retriever retrieves ...
Transformers in music recommendation
Users have more choices for listening to music than ever before. Popular services boast of massive and varied catalogs. The YouTube Music catalog, for ...
Hallucination Attenuated Language and Vision Assistant
We use LLaVA-v1.5, a widely used open-sourced MLLM, as our base model and train it using our contrastive tuning framework (HALVA). We then evaluate ...
We Need Positive Visions for AI Grounded in Wellbeing
Introduction Imagine yourself a decade ago, jumping directly into the present shock of conversing naturally with an encyclopedic AI that crafts images, writes code, ...
Mapping the misuse of generative AI
Responsibility & Safety Published 2 August 2024 Authors Nahema Marchal and Rachel Xu New research analyzes the misuse of multimodal generative AI today, in ...
