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Apple Machine Learning Research7d ago

Minions: A Dynamic and Distributed Virtual GPU Cloud Built on Idle Apple Silicon Devices

Hugging Face Daily Papers4d ago

When the KV Cache Is Slower Than the GPU: Scaling Remote KV Tiers for Context-Parallel Prefill

One Communicator, Three Vendors: Extending the MoA Predictive Theory to a Real NVIDIA+AMD+CPU MPI Ensemble

Architecting for Hardware Diversity: Meta's End-to-End Co-Design for High-Performance AI Training on AMD GPUs

Data-Driven Prediction of Optimal MPI Rank Placement and Node Count for Memory-Bound CFD on AMD EPYC Clusters

Hugging Face Daily Papers6d ago

FlashMask-3: Efficient and Expressive Mask-Aware Distributed Attention

Hugging Face Daily Papers7d ago

DuoDiscover: Scaling Autonomous Discovery Beyond the Evaluation Bottleneck

FALCON: FPGA-Accelerated Latency-Certifiable Occupancy Networks for Camera-Based Autonomous Driving

Learning in Orbit: Onboard Training and Closed-Loop Attitude Control with a Thermal Segmentation Model on a Spacecraft

DiffGIPC: Differentiable Mixed-Coordinate Contact Dynamics on GPU

GPU Goldmines: Tunable WebGPU Kernels for Edge LLM Inference

Lightweight Scheduling Policies for Continuously Batched LLLM Serving Across GPU Architectures

LocalTrain: Integer-Only Local Learning for Energy-Efficient CNN Training on Edge FPGAs

Democratizing MoE inference on commodity GPUs with CoMoE

Expert Coupling in MoE Pretraining: Reducing All-to-All Overhead with Correlated Placement and Token Shuffling

GLIO2: A GPU-Parallelized Tightly-Coupled LiDAR-Inertial-GNSS System for Robust and Real-Time Global Localization and Mapping

LLM-Augmented Bayesian Optimization with Adaptive Policies for Chiplet Design Space Exploration