Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Muru, Mishra, Mayank, Zhou, Zhongzhu, Brandon, William, Wang, Jue, Kim, Yoon, Ragan-Kelley, Jonathan, Song, Shuaiwen Leon, Athiwaratkun, Ben, Dao, Tri |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
FlashFormer: Whole-Model Kernels for Efficient Low-Batch Inference
por: Nrusimha, Aniruddha, et al.
Publicado: (2025)
por: Nrusimha, Aniruddha, et al.
Publicado: (2025)
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization
por: Zhou, Zhongzhu, et al.
Publicado: (2026)
por: Zhou, Zhongzhu, et al.
Publicado: (2026)
Understanding and Steering the Cognitive Behaviors of Reasoning Models at Test-Time
por: Zhang, Zhenyu, et al.
Publicado: (2025)
por: Zhang, Zhenyu, et al.
Publicado: (2025)
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
por: Brandon, William, et al.
Publicado: (2024)
por: Brandon, William, et al.
Publicado: (2024)
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS
por: Wang, Junlin, et al.
Publicado: (2025)
por: Wang, Junlin, et al.
Publicado: (2025)
SAW-INT4: System-Aware 4-Bit KV-Cache Quantization for Real-World LLM Serving
por: Jia, Jinda, et al.
Publicado: (2026)
por: Jia, Jinda, et al.
Publicado: (2026)
Mixture-of-Agents Enhances Large Language Model Capabilities
por: Wang, Junlin, et al.
Publicado: (2024)
por: Wang, Junlin, et al.
Publicado: (2024)
Fast Matrix Multiplications for Lookup Table-Quantized LLMs
por: Guo, Han, et al.
Publicado: (2024)
por: Guo, Han, et al.
Publicado: (2024)
Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models
por: Thapa, Rahul, et al.
Publicado: (2024)
por: Thapa, Rahul, et al.
Publicado: (2024)
Scaling Instruction-Tuned LLMs to Million-Token Contexts via Hierarchical Synthetic Data Generation
por: He, Linda, et al.
Publicado: (2025)
por: He, Linda, et al.
Publicado: (2025)
Squeeze Evolve: Unified Multi-Model Orchestration for Verifier-Free Evolution
por: Maheswaran, Monishwaran, et al.
Publicado: (2026)
por: Maheswaran, Monishwaran, et al.
Publicado: (2026)
SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations
por: Guo, Wentao, et al.
Publicado: (2025)
por: Guo, Wentao, et al.
Publicado: (2025)
Training-Free Activation Sparsity in Large Language Models
por: Liu, James, et al.
Publicado: (2024)
por: Liu, James, et al.
Publicado: (2024)
Sycophantic Chatbots Cause Delusional Spiraling, Even in Ideal Bayesians
por: Chandra, Kartik, et al.
Publicado: (2026)
por: Chandra, Kartik, et al.
Publicado: (2026)
When Does Divide and Conquer Work for Long Context LLM? A Noise Decomposition Framework
por: Xu, Zhen, et al.
Publicado: (2025)
por: Xu, Zhen, et al.
Publicado: (2025)
Hardware-Efficient Attention for Fast Decoding
por: Zadouri, Ted, et al.
Publicado: (2025)
por: Zadouri, Ted, et al.
Publicado: (2025)
How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?
por: Thapa, Rahul, et al.
Publicado: (2025)
por: Thapa, Rahul, et al.
Publicado: (2025)
Improving Estonian Text Simplification through Pretrained Language Models and Custom Datasets
por: Barbu, Eduard, et al.
Publicado: (2025)
por: Barbu, Eduard, et al.
Publicado: (2025)
CARE: Covariance-Aware and Rank-Enhanced Decomposition for Enabling Multi-Head Latent Attention
por: Zhou, Zhongzhu, et al.
Publicado: (2026)
por: Zhou, Zhongzhu, et al.
Publicado: (2026)
Energy efficiency optimization of task-parallel codes on asymmetric architectures
por: Costero, Luis, et al.
Publicado: (2024)
por: Costero, Luis, et al.
Publicado: (2024)
More efficient sifting for grid norms, and applications to multiparty communication complexity
por: Kelley, Zander, et al.
Publicado: (2025)
por: Kelley, Zander, et al.
Publicado: (2025)
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch
por: Douillard, Arthur, et al.
Publicado: (2025)
por: Douillard, Arthur, et al.
Publicado: (2025)
Guided Optimization for Image Processing Pipelines
por: Ikarashi, Yuka, et al.
Publicado: (2021)
por: Ikarashi, Yuka, et al.
Publicado: (2021)
Visual moral inference and communication
por: Zhu, Warren, et al.
Publicado: (2025)
por: Zhu, Warren, et al.
Publicado: (2025)
Sketching With Your Voice: "Non-Phonorealistic" Rendering of Sounds via Vocal Imitation
por: Caren, Matthew, et al.
Publicado: (2024)
por: Caren, Matthew, et al.
Publicado: (2024)
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference
por: Nguyen, Van Thien, et al.
Publicado: (2025)
por: Nguyen, Van Thien, et al.
Publicado: (2025)
Meschers: Geometry Processing of Impossible Objects
por: Dodik, Ana, et al.
Publicado: (2026)
por: Dodik, Ana, et al.
Publicado: (2026)
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
por: Wang, Junlin, et al.
Publicado: (2024)
por: Wang, Junlin, et al.
Publicado: (2024)
Dissociating model architectures from inference computations
por: Sajid, Noor, et al.
Publicado: (2025)
por: Sajid, Noor, et al.
Publicado: (2025)
Introspective Diffusion Language Models
por: Yu, Yifan, et al.
Publicado: (2026)
por: Yu, Yifan, et al.
Publicado: (2026)
Cost-aware simulation-based inference
por: Bharti, Ayush, et al.
Publicado: (2024)
por: Bharti, Ayush, et al.
Publicado: (2024)
Mitigating the Impact of Outlier Channels for Language Model Quantization with Activation Regularization
por: Nrusimha, Aniruddha, et al.
Publicado: (2024)
por: Nrusimha, Aniruddha, et al.
Publicado: (2024)
Measuring Sustainability Intention of ESG Fund Disclosure using Few-Shot Learning
por: Singh, Mayank, et al.
Publicado: (2024)
por: Singh, Mayank, et al.
Publicado: (2024)
Towards single-shot coherent imaging via overlap-free ptychography
por: Hoidn, Oliver, et al.
Publicado: (2026)
por: Hoidn, Oliver, et al.
Publicado: (2026)
Target-aware Bayesian inference via generalized thermodynamic integration
por: Llorente, F., et al.
Publicado: (2025)
por: Llorente, F., et al.
Publicado: (2025)
Disentangling Reasoning and Knowledge in Medical Large Language Models
por: Thapa, Rahul, et al.
Publicado: (2025)
por: Thapa, Rahul, et al.
Publicado: (2025)
Large-Scale Data Selection for Instruction Tuning
por: Ivison, Hamish, et al.
Publicado: (2025)
por: Ivison, Hamish, et al.
Publicado: (2025)
Empathy in Explanation
por: Collins, Katherine M., et al.
Publicado: (2025)
por: Collins, Katherine M., et al.
Publicado: (2025)
Imitate Optimal Policy: Prevail and Induce Action Collapse in Policy Gradient
por: Zhou, Zhongzhu, et al.
Publicado: (2025)
por: Zhou, Zhongzhu, et al.
Publicado: (2025)
A parallel implementation of reduced-order modeling of large-scale systems
por: Farcas, Ionut-Gabriel, et al.
Publicado: (2025)
por: Farcas, Ionut-Gabriel, et al.
Publicado: (2025)
Ejemplares similares
-
FlashFormer: Whole-Model Kernels for Efficient Low-Batch Inference
por: Nrusimha, Aniruddha, et al.
Publicado: (2025) -
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization
por: Zhou, Zhongzhu, et al.
Publicado: (2026) -
Understanding and Steering the Cognitive Behaviors of Reasoning Models at Test-Time
por: Zhang, Zhenyu, et al.
Publicado: (2025) -
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
por: Brandon, William, et al.
Publicado: (2024) -
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS
por: Wang, Junlin, et al.
Publicado: (2025)