How the Occitan language changed southern France
Exploring the influence of Occitan language on the French Riviera and its impact on the distinctiveness of southern France.

Improve throughput performance of Llama 2 models using Amazon SageMaker
Improving throughput performance of Llama 2 models using Amazon SageMaker to enhance generative AI capabilities

Innovation for Inclusion: Hack.The.Bias with Amazon SageMaker
Using Amazon SageMaker JumpStart to build a machine learning application for identifying and removing bias

Using Images and Metadata for Product Fuzzy Matching with Zingg
Product fuzzy matching using images and metadata with Zingg for retail and consumer goods organizations.

New Support for Conflict Resolution in Repos: Merge, Rebase and Pull
New support for conflict resolution in repos with merge, rebase, and pull capabilities.

FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
FastViT is a hybrid vision transformer architecture that achieves state-of-the-art latency-accuracy trade-off by introducing a novel token mixing operator and using structural reparameterization to lower memory access cost.

International Conference on Computer Vision (ICCV) 2023
Apple-sponsored workshops and events at the International Conference on Computer Vision (ICCV) 2023

HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion
Unconditional generative modeling of implicit neural fields using HyperDiffusion, a novel approach operating on MLP weights.

ChatGPT can now see, hear, and speak
Enhancements to ChatGPT enable it to have visual, auditory, and speech capabilities.

Congratulations to Summer Hackathon Winners!
A blogpost about the winners of a Summer Hackathon event organized by Databricks after launching Dolly 2.0, an open instruction-tuned Large Language Model.

Improving your LLMs with RLHF on Amazon SageMaker
Illustrating how to perform RLHF on Amazon SageMaker using the Trlx RLHF repo and the Helpfulness and Harmlessness (HH) dataset from Anthropic, with a Jupyter notebook provided for replicating the experiments.

Building for the Future: Architecture Month at Two Sigma
Exploring architecture and its influence on future technology at Two Sigma.