ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)
☆55Dec 17, 2024Updated last year
Alternatives and similar repositories for ArkVale
Users that are interested in ArkVale are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆414Jul 10, 2025Updated last year
- KEEP:Official code for "KEEP: A KV-Cache-Centric Memory Management System for Efficient Embodied Planning". A memory management system op…☆13Jul 9, 2026Updated 3 months ago
- [VLDB 26, NeurIPS 25] Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆153Sep 14, 2026Updated last month
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆122Dec 2, 2025Updated 11 months ago
- Dynamic Context Selection for Efficient Long-Context LLMs☆65May 20, 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.
- ☆13Dec 9, 2024Updated last year
- Optimizing Hyperparameters with Conformal Quantile Regression☆11May 22, 2023Updated 3 years ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆57Aug 6, 2025Updated last year
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆94Dec 7, 2025Updated 10 months ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆110Aug 31, 2026Updated 2 months ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆59Nov 20, 2024Updated last year
- Code release for AdapMoE accepted by ICCAD 2024☆40Apr 28, 2025Updated last year
- DualMap: Enabling Both Cache Affinity and Load Balancing for Distributed LLM Serving☆15Jul 7, 2026Updated 3 months ago
- KV Admission: Learning What to Write for Efficient Long-Context LLM Inference (EMNLP 2026 Main)☆16Oct 6, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆17Mar 26, 2025Updated last year
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆256Dec 16, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆280Aug 31, 2024Updated 2 years ago
- ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression (DAC'25)☆32Feb 26, 2026Updated 8 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆59Mar 26, 2024Updated 2 years ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆750Aug 16, 2026Updated 2 months ago
- The Artifact of NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering☆64Aug 11, 2024Updated 2 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- (ACL2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆37May 28, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆55Oct 18, 2024Updated 2 years ago
- Repository for the COLM 2025 paper SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths☆19Jul 10, 2025Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆186Jul 12, 2024Updated 2 years ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,232Oct 10, 2026Updated 3 weeks ago
- vLLM wall-clock emulation pluging to allow running the real vllm serve and benchmark without gpu with simple mocking☆16Aug 21, 2026Updated 2 months ago
- [ICLR'25] R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference☆21Apr 28, 2025Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆545Feb 10, 2025Updated last year
- ☆14Nov 18, 2025Updated 11 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆58May 3, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System☆53Jul 21, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆867Mar 6, 2025Updated last year
- MIXQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction☆93Oct 29, 2024Updated 2 years ago
- Research about dataflow architecture☆15Nov 30, 2023Updated 2 years ago
- Code repository for the SOSP'25 paper DCP: Addressing Input Dynamism In Long-Context Training via Dynamic Context Parallelism.☆23Nov 28, 2025Updated 11 months ago
- ☆12Oct 20, 2023Updated 3 years ago
- Implementation for IceCache: Memory-Efficient KV-cache Management for Long-Sequence LLMs (ICLR 2026).☆25Jun 9, 2026Updated 4 months ago