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← All papersIssue 35 of 176

The week of Nov 27 – Dec 3, 2023

10 papers, hand-picked and summarised.

GNoME

GNoME

DeepMind's Graph Networks for Materials Exploration (GNoME) is an AI system that discovered 2.2 million new crystal structures, including 380,000 thermodynamically stable ones.

01Agents
Open-Source LLMs vs. ChatGPT

Open-Source LLMs vs. ChatGPT

A survey cataloguing tasks where open-source LLMs claim to be on par with or better than ChatGPT.

02Evaluation
Adversarial Diffusion Distillation (SDXL Turbo)

Adversarial Diffusion Distillation (SDXL Turbo)

Stability AI's ADD trains a student diffusion model that produces high-quality images in just 1-4 sampling steps.

03Training
Seamless

Seamless

Meta's Seamless is a family of models for end-to-end expressive, streaming cross-lingual speech communication.

04Safety
MEDITRON-70B

MEDITRON-70B

EPFL's MEDITRON is an open-source family of medical LLMs at 7B and 70B parameters, continually pretrained on curated medical corpora.

05Training
Medprompt

Medprompt

Microsoft researchers show that careful prompt engineering can push general-purpose GPT-4 to state-of-the-art on medical benchmarks, no domain fine-tuning required.

06Evaluation
UniIR

UniIR

UniIR is a unified instruction-guided multimodal retriever that handles eight retrieval tasks across modalities with a single model.

07Multimodal
Safe Deployment of Generative AI (Nature)

Safe Deployment of Generative AI (Nature)

A Nature correspondence arguing that medical professionals - not commercial interests - must drive the development and deployment of generative AI in medicine.

08Safety
Dobb-E

Dobb-E

NYU's Dobb-E is an affordable household-manipulation robot that learns new tasks with just 5 minutes of user demonstrations.

09Robotics
Translatotron 3

Translatotron 3

Google's Translatotron 3 performs speech-to-speech translation using only monolingual data - no parallel corpora required.

10Data
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