An experimentation platform for LLM inference optimisation
☆36Sep 19, 2024Updated last year
Alternatives and similar repositories for llm-inference-research
Users that are interested in llm-inference-research are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 16-fold memory access reduction with nearly no loss☆107Mar 26, 2025Updated last year
- ☆53May 13, 2024Updated 2 years ago
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆92Dec 7, 2025Updated 9 months ago
- Algorithm-System Co-design: accurate and efficient 2-bit KV cache quantization for LLM Inference.☆20May 20, 2026Updated 3 months ago
- ☆37Oct 10, 2024Updated last year
- 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.
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆58Nov 20, 2024Updated last year
- ☆333Jul 10, 2025Updated last year
- ☆16Jun 4, 2024Updated 2 years ago
- [VLDB 26, NeurIPS 25] Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆151Jul 30, 2026Updated last month
- ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression (DAC'25)☆32Feb 26, 2026Updated 6 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆405Jul 10, 2025Updated last year
- Explore Inter-layer Expert Affinity in MoE Model Inference☆17May 6, 2024Updated 2 years ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆192Jul 10, 2024Updated 2 years ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆313May 1, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆20Mar 11, 2025Updated last year
- Modular and structured prompt caching for low-latency LLM inference☆114Nov 9, 2024Updated last year
- [EMNLP 2025🔥] UNComp: Can Matrix Entropy Uncover Sparsity? -- A Compressor Design from an Uncertainty-Aware Perspective☆20Jan 7, 2026Updated 8 months ago
- ☆63May 16, 2025Updated last year
- Official implementation of "TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization" (Findings of ACL …☆21Jul 25, 2025Updated last year
- Source code of "Accelerating Truss Decomposition on Heterogeneous Processors", accepted by VLDB'20 - By Yulin Che, Zhuohang Lai, Shixuan …☆16May 25, 2020Updated 6 years ago
- ☆102Nov 25, 2024Updated last year
- OpenMP-based parallel software for computing the truss decomposition of a graph.☆14Mar 28, 2018Updated 8 years ago
- MICRO22 artifact evaluation for Sparseloop☆48Aug 8, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,227Apr 8, 2026Updated 4 months ago
- ☆13Oct 13, 2025Updated 10 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆431Nov 20, 2025Updated 9 months ago
- ☆19Mar 13, 2016Updated 10 years ago
- ☆20May 30, 2025Updated last year
- Scaling Up Subgraph Query Processing with Efficient Subgraph Matching by Shixuan Sun and Dr. Qiong Luo☆18Nov 24, 2018Updated 7 years ago
- Code Repository for the NeurIPS 2024 Paper "Toward Efficient Inference for Mixture of Experts".☆19Oct 30, 2024Updated last year
- Demonstration Web UI to visualize XAITK Saliency functionality.☆18Jul 13, 2026Updated last month
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆407Apr 20, 2024Updated 2 years ago
- 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.
- Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Popula…☆11Oct 18, 2022Updated 3 years ago
- Maximum clique computation over large sparse graphs☆24Mar 19, 2022Updated 4 years ago
- A collection of my talks☆11Jan 19, 2026Updated 7 months ago
- Hybrid methods for Parallel Betweenness Centrality on the GPU☆24Dec 20, 2018Updated 7 years ago
- This repository contains papers for a comprehensive survey on accelerated generation techniques in Large Language Models (LLMs).☆11May 24, 2024Updated 2 years ago
- The official code implementation for paper "PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs"☆29May 24, 2025Updated last year
- A Symbolic Emulator for Shuffle Synthesis on the NVIDIA PTX Code☆16Mar 19, 2023Updated 3 years ago