From Chunks to Blocks: Accelerating Uploads and Downloads on the Hub

From Files to Chunks: Improving HF Storage Efficiency

LayoutBench: Performance Benchmarking of Cloud Storage Layouts for Multimedia Data

arXiv:2607. 28880v1 Announce Type: cross Abstract: Modern multimedia machine learning workloads increasingly store large-scale datasets in cloud object storage services such as AWS S3.

MUFFLe: Efficient Model Update Compression via Generalized Deduplication for Federated Learning

arXiv:2606. 14354v1 Announce Type: new Abstract: Federated learning is well suited to edge environments but is often limited by the uplink cost of transmitting model updates.

CONCORD: Asynchronous Sparse Aggregation for Device-Cloud RAG under Document Isolation

arXiv:2606. 15179v1 Announce Type: new Abstract: Retrieval-augmented generation (RAG) has emerged as a pivotal technique for improving language models by incorporating external knowledge at inference time.

Introducing Storage Regions on the HF Hub

Announcing Evaluation on the Hub