2026 BAIR Graduate Showcase – The Berkeley Synthetic Intelligence Analysis Weblog
Congratulations to the Berkeley Synthetic Intelligence Analysis (BAIR) Lab class of 2026! This 12 months, BAIR celebrates one other outstanding ...
Tag: Artificial
The Subsequent Paradigm in Environment friendly Inference Scaling – The Berkeley Synthetic Intelligence Analysis Weblog
Overview of adaptive parallel reasoning. What if a reasoning mannequin may resolve for itself when to decompose and parallelize impartial ...
Reinforcement fine-tuning with LLM-as-a-judge | Synthetic Intelligence
Massive language fashions (LLMs) now drive essentially the most superior conversational brokers, artistic instruments, and decision-support programs. Nevertheless, their uncooked ...
Gradient-based Planning for World Fashions at Longer Horizons – The Berkeley Synthetic Intelligence Analysis Weblog
GRASP is a brand new gradient-based planner for discovered dynamics (a “world mannequin”) that makes long-horizon planning sensible by (1) ...
Repurposing Protein Folding Fashions for Technology with Latent Diffusion – The Berkeley Synthetic Intelligence Analysis Weblog
PLAID is a multimodal generative mannequin that concurrently generates protein 1D sequence and 3D construction, by studying the latent house ...
Engineering the Future: Frequent Threads in Information, Software program, and Synthetic Intelligence | by Bernd Wessely | Nov, 2024
How recognizing cross-discipline commonalities not solely enhances recruitment methods but in addition helps adaptable IT architectures.DALL-E generatedI’ve seen an ongoing ...
Open the Synthetic Mind: Sparse Autoencoders for LLM Inspection | by Salvatore Raieli | Nov, 2024
|LLM|INTERPRETABILITY|SPARSE AUTOENCODERS|XAI|A deep dive into LLM visualization and interpretation utilizing sparse autoencodersPicture created by the writer utilizing DALL-EAll issues are ...
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 customary for producing advanced, ...
Rethinking the Function of PPO in RLHF – The Berkeley Synthetic Intelligence Analysis Weblog
Rethinking the Function of PPO in RLHF TL;DR: In RLHF, there’s rigidity between the reward studying part, which makes use ...
Objective Representations for Instruction Following – The Berkeley Synthetic Intelligence Analysis Weblog
Objective Representations for Instruction Following A longstanding objective of the sphere of robotic studying has been to create generalist brokers ...
