Layered prefill changes the scheduling axis from tokens to layers and removes redundant MoE weight reloads while keeping decode stall free. The result is lower TTFT, lower end-to-end latency, and lower energy per token without hurting TBT stability.
☆20Mar 9, 2026Updated 5 months ago
Alternatives and similar repositories for layered-prefill
Users that are interested in layered-prefill are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Jul 22, 2026Updated 2 weeks ago
- A tool for decomposing DRAM address mapping into component-level functions☆16Jun 12, 2025Updated last year
- ☆59Oct 14, 2025Updated 9 months ago
- [PACT'24] GraNNDis. A fast and unified distributed graph neural network (GNN) training framework for both full-batch (full-graph) and min…☆10Aug 13, 2024Updated last year
- [DATE 2023] Pipe-BD: Pipelined Parallel Blockwise Distillation☆12Jul 13, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Cheddar: A Swift Fully Homomorphic Encryption (FHE) GPU Library☆95Apr 9, 2026Updated 4 months ago
- RPCNIC: A High-Performance and Reconfigurable PCIe-attached RPC Accelerator [HPCA2025]☆16Dec 9, 2024Updated last year
- Sample Codes using NVSHMEM on Multi-GPU☆30Jan 22, 2023Updated 3 years ago
- ☆15Sep 25, 2025Updated 10 months ago
- High-Throughput, Cost-Effective Billion-Scale Vector Search with a Single GPU [SIGMOD'26]☆30Apr 22, 2026Updated 3 months ago
- ☆17Jun 25, 2024Updated 2 years ago
- InstAttention: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference☆18Mar 30, 2025Updated last year
- a method for efficient large integer arithmetic in cryptography☆16Sep 16, 2025Updated 10 months ago
- Official repository of paper [FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic, NeurIPS 2025]☆21Dec 2, 2025Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ASPLOS'26] HILOS: A Cost-Effective Near-Storage Processing Solution for Offline Inference of Long-Context LLMs☆21Jan 18, 2026Updated 6 months ago
- ☆117Jul 4, 2024Updated 2 years ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆118Dec 15, 2025Updated 7 months ago
- Processing in Memory Emulation☆28Feb 24, 2023Updated 3 years ago
- It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral]☆29Sep 15, 2022Updated 3 years ago
- A High-Throughput Multi-GPU System for Graph-Based Approximate Nearest Neighbor Search☆21Jul 22, 2025Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Mar 7, 2024Updated 2 years ago
- Preview Code for Continuum Paper☆96Updated this week
- ☆13Jun 14, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official code repository for "Pimba: A Processing-in-Memory Acceleration for Post-Transformer Large Language Model Serving [MICRO'25]"☆26Oct 23, 2025Updated 9 months ago
- ☆45Oct 11, 2025Updated 9 months ago
- Benchmarking OpenBLAS on the Apple M1☆17Dec 31, 2020Updated 5 years ago
- ☆21Jun 6, 2024Updated 2 years ago
- vLLM plugin for RBLN NPU☆57Updated this week
- [CVPR 2023] "TrojViT: Trojan Insertion in Vision Transformers" by Mengxin Zheng, Qian Lou, Lei Jiang☆15Jan 5, 2024Updated 2 years ago
- ☆17Apr 9, 2025Updated last year
- Official Implementation of the CVPR'23 paper 'Regularization of polynomial networks for image recognition'.☆10Jun 8, 2023Updated 3 years ago
- Prototyp MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism☆33Apr 4, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆34Mar 15, 2023Updated 3 years ago
- ☆28Nov 29, 2024Updated last year
- Multi-layer agent orchestration. PM plans, specialists execute.☆16May 24, 2026Updated 2 months ago
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆27Dec 10, 2022Updated 3 years ago
- ☆164Jun 24, 2024Updated 2 years ago
- A backend agnostic modular FHE library over the Torus using bivariate polynomial representation☆74Updated this week
- SwarmIO is an SSD emulation framework for next-generation GPU-centric storage systems research☆54May 24, 2026Updated 2 months ago