Digital Personas for Language Fashions through an Anthology of Backstories – The Berkeley Synthetic Intelligence Analysis Weblog

We introduce Anthology, a way for conditioning LLMs to consultant, constant, and various digital personas by…

Language Fashions Reinforce Dialect Discrimination – The Berkeley Synthetic Intelligence Analysis Weblog

Pattern language mannequin responses to completely different kinds of English and native speaker reactions. ChatGPT does…

A Case Research with the StrongREJECT Benchmark – The Berkeley Synthetic Intelligence Analysis Weblog

After we started learning jailbreak evaluations, we discovered an interesting paper claiming that you may jailbreak…

Coaching Diffusion Fashions with Reinforcement Studying – The Berkeley Synthetic Intelligence Analysis Weblog

Coaching Diffusion Fashions with Reinforcement Studying replay Diffusion fashions have lately emerged because the de facto…

The Visible Haystacks Benchmark! – The Berkeley Synthetic Intelligence Analysis Weblog

People excel at processing huge arrays of visible data, a ability that’s essential for reaching synthetic…

Rethinking the Position of PPO in RLHF – The Berkeley Synthetic Intelligence Analysis Weblog

Rethinking the Position of PPO in RLHF TL;DR: In RLHF, there’s rigidity between the reward studying…

Aim Representations for Instruction Following – The Berkeley Synthetic Intelligence Analysis Weblog

Aim Representations for Instruction Following A longstanding objective of the sphere of robotic studying has been…

Uneven Licensed Robustness by way of Function-Convex Neural Networks – The Berkeley Synthetic Intelligence Analysis Weblog

Uneven Licensed Robustness by way of Function-Convex Neural Networks TLDR: We suggest the uneven licensed robustness…

Detecting Textual content Ghostwritten by Giant Language Fashions – The Berkeley Synthetic Intelligence Analysis Weblog

The construction of Ghostbuster, our new state-of-the-art technique for detecting AI-generated textual content. Giant language fashions…

The Shift from Fashions to Compound AI Methods – The Berkeley Synthetic Intelligence Analysis Weblog

AI caught everybody’s consideration in 2023 with Giant Language Fashions (LLMs) that may be instructed to…