Gemini's Language Abilities
CMU's impartial, reproducible evaluation of Gemini Pro against GPT and Mixtral across standard LLM benchmarks.
PowerInfer
A high-speed LLM inference engine for consumer GPUs that exploits sparse neuron activation patterns to run large models on commodity hardware.
Antibiotic Discovery with Graph Deep Learning (Nature)
MIT researchers use explainable graph neural networks to discover a new structural class of antibiotics.
VideoPoet
Google Research's VideoPoet is a large language model for zero-shot video generation that treats video as just another token stream.
AppAgent
Introduces an LLM-based multimodal agent that operates real smartphone apps through touch actions and screenshots.
LLM in a Flash
Apple researchers show how to run LLMs larger than available DRAM by streaming weights from flash storage on demand.
ReST Meets ReAct
Proposes a ReAct-style agent that improves itself via reinforced self-training on its own reasoning traces.
Adversarial Attacks on GPT-4
Demonstrates that a trivially simple random-search procedure can jailbreak GPT-4 with high reliability.
RAG for LLMs
A broad survey of Retrieval-Augmented Generation research, organizing the rapidly growing literature into a coherent map.
BabyLLM Challenge Findings
Reports results from a challenge on sample-efficient pretraining using a developmentally plausible corpus.
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